diff --git a/.clang-format b/.clang-format
new file mode 100644
index 00000000..90dfd018
--- /dev/null
+++ b/.clang-format
@@ -0,0 +1,121 @@
+---
+Language:        Cpp
+# BasedOnStyle:  LLVM
+AccessModifierOffset: -2
+AlignAfterOpenBracket: Align
+AlignConsecutiveAssignments: false
+AlignConsecutiveDeclarations: true
+AlignEscapedNewlines: Right
+AlignOperands:   true
+AlignTrailingComments: true
+AllowAllParametersOfDeclarationOnNextLine: true
+AllowShortBlocksOnASingleLine: true
+AllowShortCaseLabelsOnASingleLine: true
+AllowShortFunctionsOnASingleLine: All
+AllowShortIfStatementsOnASingleLine: true
+AllowShortLoopsOnASingleLine: true
+AlwaysBreakAfterDefinitionReturnType: None
+AlwaysBreakAfterReturnType: None
+AlwaysBreakBeforeMultilineStrings: false
+AlwaysBreakTemplateDeclarations: true
+BinPackArguments: true
+BinPackParameters: true
+BraceWrapping:
+  AfterClass:      true
+  AfterControlStatement: true
+  AfterEnum:       false
+  AfterFunction:   true
+  AfterNamespace:  false
+  AfterObjCDeclaration: false
+  AfterStruct:     true
+  AfterUnion:      true
+  AfterExternBlock: false
+  BeforeCatch:     false
+  BeforeElse:      true
+  IndentBraces:    false
+  SplitEmptyFunction: false
+  SplitEmptyRecord: false
+  SplitEmptyNamespace: false
+BreakBeforeBinaryOperators: None
+BreakBeforeBraces: Custom
+BreakBeforeInheritanceComma: false
+BreakBeforeTernaryOperators: true
+BreakConstructorInitializersBeforeComma: false
+BreakConstructorInitializers: BeforeColon
+BreakAfterJavaFieldAnnotations: false
+BreakStringLiterals: true
+ColumnLimit:     80
+CommentPragmas:  '^ IWYU pragma:'
+CompactNamespaces: false
+ConstructorInitializerAllOnOneLineOrOnePerLine: false
+ConstructorInitializerIndentWidth: 4
+ContinuationIndentWidth: 4
+Cpp11BracedListStyle: true
+DerivePointerAlignment: false
+DisableFormat:   false
+ExperimentalAutoDetectBinPacking: false
+FixNamespaceComments: true
+ForEachMacros:
+  - foreach
+  - Q_FOREACH
+  - BOOST_FOREACH
+IncludeBlocks:   Merge
+# Try and group includes by 'locality'
+# We use "" with rel paths for headers in same repo
+# Headers in quotes wiht no relative path at top
+# Group ../ and ../../ with different priorities, so they get sorted separately
+# <> headers *with a folder break* likely not to be STL -> STL / systems headers last
+IncludeCategories:
+  - Regex:           '<.+/'
+    Priority:        4
+  - Regex:           '"../../'
+    Priority:        3
+  - Regex:           '../' #
+    Priority:        2
+  - Regex:           '".+hpp"'
+    Priority:        1
+IncludeIsMainRegex: '(Test)?$'
+IndentCaseLabels: false
+IndentPPDirectives: None
+IndentWidth:     2
+IndentWrappedFunctionNames: false
+JavaScriptQuotes: Leave
+JavaScriptWrapImports: true
+KeepEmptyLinesAtTheStartOfBlocks: true
+MacroBlockBegin: ''
+MacroBlockEnd:   ''
+MaxEmptyLinesToKeep: 2
+NamespaceIndentation: None
+ObjCBinPackProtocolList: Auto
+ObjCBlockIndentWidth: 2
+ObjCSpaceAfterProperty: false
+ObjCSpaceBeforeProtocolList: true
+PenaltyBreakAssignment: 2
+PenaltyBreakBeforeFirstCallParameter: 19
+PenaltyBreakComment: 300
+PenaltyBreakFirstLessLess: 120
+PenaltyBreakString: 1000
+PenaltyExcessCharacter: 1000000
+PenaltyReturnTypeOnItsOwnLine: 60
+PointerAlignment: Left
+ReflowComments:  true
+SortIncludes:    true
+SortUsingDeclarations: true
+SpaceAfterCStyleCast: true
+SpaceAfterTemplateKeyword: true
+SpaceBeforeAssignmentOperators: true
+SpaceBeforeCtorInitializerColon: true
+SpaceBeforeInheritanceColon: true
+SpaceBeforeParens: ControlStatements
+SpaceBeforeRangeBasedForLoopColon: true
+SpaceInEmptyParentheses: false
+SpacesBeforeTrailingComments: 1
+SpacesInAngles:  false
+SpacesInContainerLiterals: true
+SpacesInCStyleCastParentheses: false
+SpacesInParentheses: false
+SpacesInSquareBrackets: false
+Standard:        Cpp11
+TabWidth:        8
+UseTab:          Never
+...
diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 00000000..c9e34d40
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,17 @@
+* text=auto
+
+*.cmake text
+*.cpp text
+*.gitattributes text
+*.gitignore text
+*.hpp text
+*.in text
+*.js text
+*.maxhelp text
+*.maxpat text
+*.md text
+*.txt text
+*.xml text
+*.yml text
+
+*.png binary
diff --git a/.github/workflows/nightly.yml b/.github/workflows/nightly.yml
index 33f7c537..1661d079 100644
--- a/.github/workflows/nightly.yml
+++ b/.github/workflows/nightly.yml
@@ -58,12 +58,12 @@ jobs:
       - name: make parent folder
         run : mkdir -p "FluidCorpusManipulation"
 
-      - uses: actions/download-artifact@v2
+      - uses: actions/download-artifact@v3
         with:
           name: macbuild
           path: "FluidCorpusManipulation"
 
-      - uses: actions/download-artifact@v2
+      - uses: actions/download-artifact@v3
         with:
           name: winbuild
           path: "FluidCorpusManipulation/externals"
@@ -71,19 +71,22 @@ jobs:
       - name: zip
         run: zip -r FluCoMa-Max-nightly.zip "FluidCorpusManipulation"
 
-      - uses: dev-drprasad/delete-tag-and-release@v0.2.0
+      - uses: dev-drprasad/delete-tag-and-release@v0.2.1
         with:
           delete_release: true # default: false
           tag_name: nightly # tag name to delete
         env:
           GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
 
-      - name: package and upload
-        uses: softprops/action-gh-release@v1
+      - name: create release
+        uses: ncipollo/release-action@v1
         with:
           name: FluCoMa Max Nightly Release
+          artifacts: "FluCoMa*"
           body: "This is a nightly build of the FluCoMa Max package. As such, be warned there may be bugs or other unexpected behaviour. The build hash is ${{ github.sha }}"
-          files: FluCoMa*
+          tag: nightly
           prerelease: true
-          tag_name: nightly
           draft: false
+          allowUpdates: true
+
+
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index ce167a6c..3a442fdb 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -57,12 +57,12 @@ jobs:
       - name: make parent folder
         run : mkdir -p "FluidCorpusManipulation"
 
-      - uses: actions/download-artifact@v2
+      - uses: actions/download-artifact@v3
         with:
           name: macbuild
           path: "FluidCorpusManipulation"
 
-      - uses: actions/download-artifact@v2
+      - uses: actions/download-artifact@v3
         with:
           name: winbuild
           path: "FluidCorpusManipulation/externals"
diff --git a/CMakeLists.txt b/CMakeLists.txt
index c34c7fe6..3b5439f1 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -1,5 +1,5 @@
 # Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-# Copyright 2017-2019 University of Huddersfield.
+# Copyright University of Huddersfield.
 # Licensed under the BSD-3 License.
 # See license.md file in the project root for full license information.
 # This project has received funding from the European Research Council (ERC)
diff --git a/LICENSE.md b/LICENSE.md
index e0c0ffc0..3b3d13c0 100644
--- a/LICENSE.md
+++ b/LICENSE.md
@@ -1,6 +1,6 @@
 BSD 3-Clause License
 
-Copyright (c) 2017-2020 University of Huddersfield
+Copyright University of Huddersfield
 All rights reserved.
 
 Redistribution and use in source and binary forms, with or without
diff --git a/examples/bufcompose-example.maxpat b/examples/bufcompose-example.maxpat
index d9c641ce..52eeb91a 100644
--- a/examples/bufcompose-example.maxpat
+++ b/examples/bufcompose-example.maxpat
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 3,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 35.0, 88.0, 1370.0, 777.0 ],
+		"rect" : [ 46.0, 87.0, 1372.0, 726.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 12.0,
@@ -455,8 +455,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -501,14 +501,14 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
 ,
 										"classnamespace" : "box",
-										"rect" : [ 65.0, 667.0, 640.0, 480.0 ],
+										"rect" : [ 72.0, 122.0, 640.0, 480.0 ],
 										"bglocked" : 0,
 										"openinpresentation" : 0,
 										"default_fontsize" : 12.0,
@@ -538,13 +538,13 @@
 										"assistshowspatchername" : 0,
 										"boxes" : [ 											{
 												"box" : 												{
-													"id" : "obj-13",
-													"maxclass" : "button",
+													"id" : "obj-12",
+													"maxclass" : "newobj",
 													"numinlets" : 1,
 													"numoutlets" : 1,
 													"outlettype" : [ "bang" ],
-													"parameter_enable" : 0,
-													"patching_rect" : [ 79.0, 341.0, 24.0, 24.0 ]
+													"patching_rect" : [ 79.0, 360.0, 22.0, 22.0 ],
+													"text" : "t b"
 												}
 
 											}
@@ -555,7 +555,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
-													"patching_rect" : [ 91.0, 255.5, 93.0, 22.0 ],
+													"patching_rect" : [ 98.0, 255.5, 93.0, 22.0 ],
 													"text" : "prepend source"
 												}
 
@@ -567,7 +567,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
-													"patching_rect" : [ 360.5, 280.5, 129.0, 22.0 ],
+													"patching_rect" : [ 401.5, 289.5, 129.0, 22.0 ],
 													"text" : "prepend deststartchan"
 												}
 
@@ -579,7 +579,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
-													"patching_rect" : [ 184.0, 255.5, 115.0, 22.0 ],
+													"patching_rect" : [ 195.0, 255.5, 115.0, 22.0 ],
 													"text" : "prepend destination"
 												}
 
@@ -591,7 +591,7 @@
 													"maxclass" : "comment",
 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 173.0, 392.0, 250.0, 60.0 ],
+													"patching_rect" : [ 176.0, 372.0, 215.5, 60.0 ],
 													"text" : "we count the number of times we are reported done by bufcompose and send a final bang when it is matching the number of concatenation needed."
 												}
 
@@ -603,7 +603,7 @@
 													"maxclass" : "comment",
 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 512.0, 255.5, 285.0, 47.0 ],
+													"patching_rect" : [ 379.0, 317.5, 224.0, 47.0 ],
 													"text" : "we add each item in full at unity at the beginning, in the next free channel in the buffer, as queried from info~"
 												}
 
@@ -615,8 +615,8 @@
 													"maxclass" : "comment",
 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 386.0, 157.0, 246.0, 47.0 ],
-													"text" : "the destination is passed so we can  check for the updated number of channels as we add to it"
+													"patching_rect" : [ 401.5, 196.0, 246.0, 47.0 ],
+													"text" : "the destination is passed so we can check for the updated number of channels as we add to it"
 												}
 
 											}
@@ -627,7 +627,7 @@
 													"maxclass" : "comment",
 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 435.0, 50.0, 155.0, 60.0 ],
+													"patching_rect" : [ 217.5, 73.192660550458726, 155.0, 60.0 ],
 													"text" : "take the full list of buffers, rotate it and cuts the last one, to isolate what will be the destination"
 												}
 
@@ -665,7 +665,7 @@
 													"numoutlets" : 3,
 													"outlettype" : [ "", "", "int" ],
 													"parameter_enable" : 0,
-													"patching_rect" : [ 488.0, 255.5, 20.0, 20.0 ],
+													"patching_rect" : [ 357.0, 326.0, 20.0, 20.0 ],
 													"rounded" : 60.0,
 													"text" : "3",
 													"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -685,7 +685,7 @@
 													"numoutlets" : 3,
 													"outlettype" : [ "", "", "int" ],
 													"parameter_enable" : 0,
-													"patching_rect" : [ 352.5, 164.0, 20.0, 20.0 ],
+													"patching_rect" : [ 375.5, 196.0, 20.0, 20.0 ],
 													"rounded" : 60.0,
 													"text" : "2",
 													"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -705,7 +705,7 @@
 													"numoutlets" : 3,
 													"outlettype" : [ "", "", "int" ],
 													"parameter_enable" : 0,
-													"patching_rect" : [ 406.0, 50.0, 20.0, 20.0 ],
+													"patching_rect" : [ 188.5, 73.192660550458726, 20.0, 20.0 ],
 													"rounded" : 60.0,
 													"text" : "1",
 													"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -719,7 +719,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 2,
 													"outlettype" : [ "", "" ],
-													"patching_rect" : [ 79.0, 137.0, 29.5, 22.0 ],
+													"patching_rect" : [ 79.0, 141.788990825688074, 29.5, 22.0 ],
 													"text" : "t l l"
 												}
 
@@ -731,7 +731,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 2,
 													"outlettype" : [ "", "bang" ],
-													"patching_rect" : [ 79.0, 50.0, 182.5, 22.0 ],
+													"patching_rect" : [ 79.0, 50.0, 29.5, 22.0 ],
 													"text" : "t l b"
 												}
 
@@ -743,7 +743,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 3,
 													"outlettype" : [ "bang", "", "bang" ],
-													"patching_rect" : [ 79.0, 211.0, 43.0, 22.0 ],
+													"patching_rect" : [ 79.0, 221.0, 57.0, 22.0 ],
 													"text" : "t b s b"
 												}
 
@@ -767,7 +767,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 2,
 													"outlettype" : [ "", "" ],
-													"patching_rect" : [ 79.0, 312.0, 108.0, 22.0 ],
+													"patching_rect" : [ 79.0, 330.0, 108.0, 22.0 ],
 													"text" : "fluid.bufcompose~"
 												}
 
@@ -779,7 +779,7 @@
 													"numinlets" : 2,
 													"numoutlets" : 2,
 													"outlettype" : [ "bang", "" ],
-													"patching_rect" : [ 79.0, 431.0, 29.5, 22.0 ],
+													"patching_rect" : [ 79.0, 425.0, 29.5, 22.0 ],
 													"text" : "sel"
 												}
 
@@ -803,7 +803,7 @@
 													"numinlets" : 2,
 													"numoutlets" : 1,
 													"outlettype" : [ "int" ],
-													"patching_rect" : [ 29.5, 211.0, 29.5, 22.0 ],
+													"patching_rect" : [ 29.5, 221.0, 29.5, 22.0 ],
 													"text" : "- 1"
 												}
 
@@ -827,7 +827,7 @@
 													"numinlets" : 2,
 													"numoutlets" : 2,
 													"outlettype" : [ "", "" ],
-													"patching_rect" : [ 79.0, 108.0, 57.0, 22.0 ],
+													"patching_rect" : [ 79.0, 111.192660550458726, 135.0, 22.0 ],
 													"text" : "zl ecils 1"
 												}
 
@@ -839,7 +839,7 @@
 													"numinlets" : 2,
 													"numoutlets" : 2,
 													"outlettype" : [ "", "" ],
-													"patching_rect" : [ 79.0, 77.0, 51.0, 22.0 ],
+													"patching_rect" : [ 79.0, 80.596330275229363, 51.0, 22.0 ],
 													"text" : "zl rot -1"
 												}
 
@@ -851,7 +851,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 9,
 													"outlettype" : [ "float", "list", "float", "float", "float", "float", "float", "", "int" ],
-													"patching_rect" : [ 276.5, 255.5, 103.0, 22.0 ],
+													"patching_rect" : [ 317.5, 255.5, 103.0, 22.0 ],
 													"text" : "info~"
 												}
 
@@ -863,7 +863,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
-													"patching_rect" : [ 276.5, 221.0, 74.0, 22.0 ],
+													"patching_rect" : [ 317.5, 221.0, 74.0, 22.0 ],
 													"text" : "prepend set"
 												}
 
@@ -918,7 +918,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-24", 0 ],
-													"source" : [ "obj-13", 0 ]
+													"source" : [ "obj-12", 0 ]
 												}
 
 											}
@@ -932,6 +932,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-10", 0 ],
+													"midpoints" : [ 204.5, 175.0, 327.0, 175.0 ],
 													"order" : 0,
 													"source" : [ "obj-17", 1 ]
 												}
@@ -962,7 +963,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-25", 1 ],
-													"midpoints" : [ 39.0, 371.5, 99.0, 371.5 ],
+													"midpoints" : [ 39.0, 420.5, 99.0, 420.5 ],
 													"source" : [ "obj-23", 0 ]
 												}
 
@@ -983,7 +984,7 @@
 											}
 , 											{
 												"patchline" : 												{
-													"destination" : [ "obj-13", 0 ],
+													"destination" : [ "obj-12", 0 ],
 													"source" : [ "obj-26", 0 ]
 												}
 
@@ -991,6 +992,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-26", 0 ],
+													"midpoints" : [ 204.5, 303.25, 88.5, 303.25 ],
 													"source" : [ "obj-3", 0 ]
 												}
 
@@ -1005,7 +1007,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-11", 0 ],
-													"midpoints" : [ 112.5, 248.75, 286.0, 248.75 ],
+													"midpoints" : [ 126.5, 248.75, 327.0, 248.75 ],
 													"source" : [ "obj-31", 2 ]
 												}
 
@@ -1034,6 +1036,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-24", 2 ],
+													"midpoints" : [ 99.0, 76.0, 25.0, 76.0, 25.0, 386.0, 109.5, 386.0 ],
 													"source" : [ "obj-35", 1 ]
 												}
 
@@ -1041,6 +1044,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-22", 0 ],
+													"midpoints" : [ 99.0, 172.5, 39.0, 172.5 ],
 													"source" : [ "obj-36", 1 ]
 												}
 
@@ -1055,7 +1059,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-26", 0 ],
-													"midpoints" : [ 370.0, 306.75, 88.5, 306.75 ],
+													"midpoints" : [ 411.0, 320.25, 88.5, 320.25 ],
 													"source" : [ "obj-8", 0 ]
 												}
 
@@ -1063,6 +1067,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-26", 0 ],
+													"midpoints" : [ 107.5, 303.25, 88.5, 303.25 ],
 													"source" : [ "obj-9", 0 ]
 												}
 
@@ -1119,7 +1124,7 @@
  ]
 									}
 ,
-									"patching_rect" : [ 147.0, 219.0, 49.0, 22.0 ],
+									"patching_rect" : [ 147.0, 157.0, 49.0, 22.0 ],
 									"saved_object_attributes" : 									{
 										"description" : "",
 										"digest" : "",
@@ -1142,14 +1147,14 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
 ,
 										"classnamespace" : "box",
-										"rect" : [ 442.0, 79.0, 733.0, 472.0 ],
+										"rect" : [ 442.0, 87.0, 733.0, 472.0 ],
 										"bglocked" : 0,
 										"openinpresentation" : 0,
 										"default_fontsize" : 12.0,
@@ -1208,7 +1213,7 @@
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 													"outlettype" : [ "" ],
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@@ -1220,7 +1225,7 @@
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 													"numinlets" : 1,
 													"numoutlets" : 0,
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 													"text" : "we count the number of times we are reported done by bufcompose and send a final bang when it is matching the number of concatenation needed."
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@@ -1232,7 +1237,7 @@
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 													"text" : "we add each item in full to our destination from the start"
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@@ -1244,7 +1249,7 @@
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 													"numinlets" : 1,
 													"numoutlets" : 0,
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 													"text" : "take the full list of buffers, rotate it and cuts the last one, to isolate what will be the destination"
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@@ -1262,7 +1267,7 @@
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 													"outlettype" : [ "", "", "int" ],
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 													"rounded" : 60.0,
 													"text" : "1",
 													"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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 													"outlettype" : [ "", "bang" ],
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 													"text" : "t l b"
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@@ -1424,7 +1429,7 @@
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 													"outlettype" : [ "", "" ],
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 													"text" : "zl ecils 1"
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@@ -1534,6 +1539,7 @@
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 												"patchline" : 												{
 													"destination" : [ "obj-26", 0 ],
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@@ -1569,7 +1575,7 @@
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 												"patchline" : 												{
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@@ -1577,6 +1583,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-22", 0 ],
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 													"source" : [ "obj-36", 1 ]
 												}
 
@@ -1591,6 +1598,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-26", 0 ],
+													"midpoints" : [ 165.5, 288.5, 151.5, 288.5 ],
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 												}
 
@@ -1654,7 +1662,7 @@
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 ,
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 									"saved_object_attributes" : 									{
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 										"digest" : "",
@@ -1677,14 +1685,14 @@
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 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
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 ,
 										"classnamespace" : "box",
-										"rect" : [ 378.0, 87.0, 758.0, 496.0 ],
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@@ -1719,7 +1727,7 @@
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 													"numoutlets" : 1,
 													"outlettype" : [ "bang" ],
-													"patching_rect" : [ 142.0, 320.0, 22.0, 22.0 ],
+													"patching_rect" : [ 142.0, 394.0, 22.0, 22.0 ],
 													"text" : "t b"
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@@ -1731,7 +1739,7 @@
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 													"outlettype" : [ "" ],
-													"patching_rect" : [ 247.0, 254.0, 115.0, 22.0 ],
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 													"text" : "prepend destination"
 												}
 
@@ -1743,7 +1751,7 @@
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 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
-													"patching_rect" : [ 154.0, 254.0, 93.0, 22.0 ],
+													"patching_rect" : [ 161.0, 254.0, 93.0, 22.0 ],
 													"text" : "prepend source"
 												}
 
@@ -1755,7 +1763,7 @@
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 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
-													"patching_rect" : [ 451.0, 245.0, 133.0, 22.0 ],
+													"patching_rect" : [ 498.0, 316.0, 133.0, 22.0 ],
 													"text" : "prepend deststartframe"
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@@ -1767,7 +1775,7 @@
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 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 236.0, 338.0, 250.0, 60.0 ],
+													"patching_rect" : [ 236.0, 407.0, 250.0, 60.0 ],
 													"text" : "we count the number of times we are reported done by bufcompose and send a final bang when it is matching the number of concatenation needed."
 												}
 
@@ -1779,7 +1787,7 @@
 													"maxclass" : "comment",
 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 373.0, 277.0, 250.0, 33.0 ],
+													"patching_rect" : [ 420.0, 346.0, 250.0, 33.0 ],
 													"text" : "we add each item in full at unity at the end, as queried from info~"
 												}
 
@@ -1791,8 +1799,8 @@
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 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 449.0, 154.0, 246.0, 33.0 ],
-													"text" : "the destination is passed so we can  check for the updated duration as we add to it"
+													"patching_rect" : [ 493.0, 212.5, 246.0, 33.0 ],
+													"text" : "the destination is passed so we can check for the updated duration as we add to it"
 												}
 
 											}
@@ -1803,7 +1811,7 @@
 													"maxclass" : "comment",
 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 349.0, 21.0, 155.0, 60.0 ],
+													"patching_rect" : [ 279.0, 67.0, 155.0, 60.0 ],
 													"text" : "take the full list of buffers, rotate it and cuts the last one, to isolate what will be the destination"
 												}
 
@@ -1821,7 +1829,7 @@
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 													"outlettype" : [ "", "", "int" ],
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-													"patching_rect" : [ 214.0, 338.0, 20.0, 20.0 ],
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 													"text" : "4",
 													"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -1841,7 +1849,7 @@
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 													"outlettype" : [ "", "", "int" ],
 													"parameter_enable" : 0,
-													"patching_rect" : [ 349.0, 277.0, 20.0, 20.0 ],
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 													"rounded" : 60.0,
 													"text" : "3",
 													"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -1861,7 +1869,7 @@
 													"numoutlets" : 3,
 													"outlettype" : [ "", "", "int" ],
 													"parameter_enable" : 0,
-													"patching_rect" : [ 415.5, 161.0, 20.0, 20.0 ],
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 													"rounded" : 60.0,
 													"text" : "2",
 													"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -1881,7 +1889,7 @@
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 													"outlettype" : [ "", "", "int" ],
 													"parameter_enable" : 0,
-													"patching_rect" : [ 320.0, 21.0, 20.0, 20.0 ],
+													"patching_rect" : [ 243.0, 67.0, 20.0, 20.0 ],
 													"rounded" : 60.0,
 													"text" : "1",
 													"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -1907,7 +1915,7 @@
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 													"numoutlets" : 2,
 													"outlettype" : [ "", "bang" ],
-													"patching_rect" : [ 142.0, 47.0, 181.5, 22.0 ],
+													"patching_rect" : [ 142.0, 40.0, 29.5, 22.0 ],
 													"text" : "t l b"
 												}
 
@@ -1919,7 +1927,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 2,
 													"outlettype" : [ "signal", "float" ],
-													"patching_rect" : [ 391.0, 218.0, 79.0, 22.0 ],
+													"patching_rect" : [ 438.0, 283.0, 79.0, 22.0 ],
 													"text" : "mstosamps~"
 												}
 
@@ -1931,7 +1939,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 3,
 													"outlettype" : [ "bang", "", "bang" ],
-													"patching_rect" : [ 142.0, 218.0, 43.0, 22.0 ],
+													"patching_rect" : [ 142.0, 218.0, 57.0, 22.0 ],
 													"text" : "t b s b"
 												}
 
@@ -1955,7 +1963,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 2,
 													"outlettype" : [ "", "" ],
-													"patching_rect" : [ 142.0, 295.0, 108.0, 22.0 ],
+													"patching_rect" : [ 142.0, 364.0, 108.0, 22.0 ],
 													"text" : "fluid.bufcompose~"
 												}
 
@@ -1967,7 +1975,7 @@
 													"numinlets" : 2,
 													"numoutlets" : 2,
 													"outlettype" : [ "bang", "" ],
-													"patching_rect" : [ 142.0, 385.0, 29.5, 22.0 ],
+													"patching_rect" : [ 142.0, 454.0, 29.5, 22.0 ],
 													"text" : "sel"
 												}
 
@@ -1979,7 +1987,7 @@
 													"numinlets" : 5,
 													"numoutlets" : 4,
 													"outlettype" : [ "int", "", "", "int" ],
-													"patching_rect" : [ 142.0, 347.0, 61.0, 22.0 ],
+													"patching_rect" : [ 142.0, 424.0, 61.0, 22.0 ],
 													"text" : "counter"
 												}
 
@@ -1991,7 +1999,7 @@
 													"numinlets" : 2,
 													"numoutlets" : 1,
 													"outlettype" : [ "int" ],
-													"patching_rect" : [ 92.5, 227.0, 29.5, 22.0 ],
+													"patching_rect" : [ 92.5, 218.0, 29.5, 22.0 ],
 													"text" : "- 1"
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@@ -2003,7 +2011,7 @@
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 													"outlettype" : [ "", "" ],
-													"patching_rect" : [ 92.5, 195.0, 39.0, 22.0 ],
+													"patching_rect" : [ 92.5, 184.0, 39.0, 22.0 ],
 													"text" : "zl len"
 												}
 
@@ -2015,7 +2023,7 @@
 													"numinlets" : 2,
 													"numoutlets" : 2,
 													"outlettype" : [ "", "" ],
-													"patching_rect" : [ 142.0, 105.0, 57.0, 22.0 ],
+													"patching_rect" : [ 142.0, 105.0, 135.0, 22.0 ],
 													"text" : "zl ecils 1"
 												}
 
@@ -2039,7 +2047,7 @@
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 													"numoutlets" : 9,
 													"outlettype" : [ "float", "list", "float", "float", "float", "float", "float", "", "int" ],
-													"patching_rect" : [ 328.0, 194.0, 103.0, 22.0 ],
+													"patching_rect" : [ 375.0, 254.0, 103.0, 22.0 ],
 													"text" : "info~"
 												}
 
@@ -2051,7 +2059,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
-													"patching_rect" : [ 328.0, 165.0, 74.0, 22.0 ],
+													"patching_rect" : [ 375.0, 218.0, 74.0, 22.0 ],
 													"text" : "prepend set"
 												}
 
@@ -2064,7 +2072,7 @@
 													"maxclass" : "outlet",
 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 142.0, 420.0, 30.0, 30.0 ]
+													"patching_rect" : [ 142.0, 489.0, 30.0, 30.0 ]
 												}
 
 											}
@@ -2077,7 +2085,7 @@
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 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
-													"patching_rect" : [ 142.0, 11.0, 30.0, 30.0 ]
+													"patching_rect" : [ 142.0, 4.0, 30.0, 30.0 ]
 												}
 
 											}
@@ -2120,6 +2128,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-10", 0 ],
+													"midpoints" : [ 267.5, 172.0, 384.5, 172.0 ],
 													"order" : 0,
 													"source" : [ "obj-17", 1 ]
 												}
@@ -2150,7 +2159,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-25", 1 ],
-													"midpoints" : [ 102.0, 375.5, 162.0, 375.5 ],
+													"midpoints" : [ 102.0, 447.5, 162.0, 447.5 ],
 													"source" : [ "obj-23", 0 ]
 												}
 
@@ -2179,6 +2188,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-26", 0 ],
+													"midpoints" : [ 507.5, 343.0, 151.5, 343.0 ],
 													"source" : [ "obj-3", 0 ]
 												}
 
@@ -2193,6 +2203,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-11", 0 ],
+													"midpoints" : [ 189.5, 246.5, 384.5, 246.5 ],
 													"source" : [ "obj-31", 2 ]
 												}
 
@@ -2200,6 +2211,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-26", 0 ],
+													"midpoints" : [ 151.5, 267.0, 151.5, 267.0 ],
 													"source" : [ "obj-31", 0 ]
 												}
 
@@ -2228,6 +2240,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-24", 2 ],
+													"midpoints" : [ 162.0, 67.0, 76.0, 67.0, 76.0, 419.0, 172.5, 419.0 ],
 													"source" : [ "obj-35", 1 ]
 												}
 
@@ -2235,6 +2248,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-22", 0 ],
+													"midpoints" : [ 162.0, 169.5, 102.0, 169.5 ],
 													"source" : [ "obj-36", 1 ]
 												}
 
@@ -2249,6 +2263,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-26", 0 ],
+													"midpoints" : [ 170.5, 285.0, 151.5, 285.0 ],
 													"source" : [ "obj-8", 0 ]
 												}
 
@@ -2256,6 +2271,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-26", 0 ],
+													"midpoints" : [ 267.5, 285.0, 151.5, 285.0 ],
 													"source" : [ "obj-9", 0 ]
 												}
 
@@ -2312,7 +2328,7 @@
  ]
 									}
 ,
-									"patching_rect" : [ 26.0, 219.0, 56.0, 22.0 ],
+									"patching_rect" : [ 26.0, 157.0, 56.0, 22.0 ],
 									"saved_object_attributes" : 									{
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 										"digest" : "",
@@ -2331,7 +2347,7 @@
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 									"numoutlets" : 4,
 									"outlettype" : [ "", "", "", "" ],
-									"patching_rect" : [ 26.0, 97.0, 200.5, 22.0 ],
+									"patching_rect" : [ 26.0, 106.0, 200.5, 22.0 ],
 									"text" : "route concat merge stack"
 								}
 
@@ -2344,7 +2360,7 @@
 									"maxclass" : "outlet",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 26.0, 424.0, 30.0, 30.0 ]
+									"patching_rect" : [ 26.0, 209.0, 30.0, 30.0 ]
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 							}
@@ -2357,7 +2373,7 @@
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 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 26.0, 26.0, 30.0, 30.0 ]
+									"patching_rect" : [ 26.0, 51.0, 30.0, 30.0 ]
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 							}
@@ -2393,6 +2409,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-2", 0 ],
+									"midpoints" : [ 35.5, 193.5, 35.5, 193.5 ],
 									"source" : [ "obj-4", 0 ]
 								}
 
@@ -2400,6 +2417,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-2", 0 ],
+									"midpoints" : [ 96.5, 193.5, 35.5, 193.5 ],
 									"source" : [ "obj-5", 0 ]
 								}
 
@@ -2407,6 +2425,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-2", 0 ],
+									"midpoints" : [ 156.5, 193.5, 35.5, 193.5 ],
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@@ -2606,11 +2625,6 @@
 				}
 
 			}
- ],
-		"dependency_cache" : [ 			{
-				"name" : "fluid.bufcompose~.mxo",
-				"type" : "iLaX"
-			}
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 		"autosave" : 0,
 		"styles" : [ 			{
diff --git a/examples/nmf/JIT-NMF-Classifier.maxpat b/examples/nmf/JIT-NMF-Classifier.maxpat
index eefa0d6e..37c6c873 100644
--- a/examples/nmf/JIT-NMF-Classifier.maxpat
+++ b/examples/nmf/JIT-NMF-Classifier.maxpat
@@ -3,14 +3,14 @@
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-					"text" : "trains a 1 component nmf, updating the filter each time, 'improving' the definition of the class"
+					"patching_rect" : [ 17.988965749740601, 13.0, 350.0, 30.0 ],
+					"text" : "Retriggering Drums with Fluid.bufnmf~"
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-					"text" : "filling the dict with DC as a starting point. positive noise would do a similar job"
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-					"text" : "• to train the classifier\n    • put in train mode at #3, then\n    • for each class you desire (this patch has 3 components/class)\n        • assign a component to train at #4\n        • play a few instance of the class to define (at #1)\n        • copy the trained dictionary by pressing #5\n    • once finished training, put #3 in play mode\n \n• to set the thresholds\n    • play the class, and look at its value at the bottom . We peek at the 2nd activation, as it is in the middle of the buffer.\n    • set the threshold as low as possible to not get cross talk from the other. To test simultaneous hits in 2 of the 3 class, open the patcher beside #1\n    • you can also observe the activations by opening the patcher #7 or peeking in the activations4 buffer. Other ideas of what to do with the values are included in the patcher.\n\n• to delete the training, doubleclick #8"
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+					"text" : "(drum algo optimised and randomised from a source from Snappizz on sc list archive - https://sccode.org/1-523 )"
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 ,
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@@ -528,195 +380,243 @@
 						"tags" : ""
 					}
 ,
-					"text" : "p multiple hit test for later"
+					"text" : "p Beat"
 				}
 
 			}
 , 			{
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 , 			{
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 , 			{
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+					"text" : "reset by double clicking to delete training"
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 , 			{
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 , 			{
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-					"outlettype" : [ "float", "bang" ],
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-					"text" : "buffer~ filter-temp4 @samps 65"
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+					"text" : "set to play"
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 			}
 , 			{
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-					"id" : "obj-2",
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-					"maxclass" : "newobj",
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 , 			{
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 			}
 , 			{
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 , 			{
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+					"text" : "Turn on audio"
 				}
 
 			}
 , 			{
 				"box" : 				{
-					"id" : "obj-17",
-					"maxclass" : "button",
+					"bubble" : 1,
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+					"numoutlets" : 0,
+					"patching_rect" : [ 234.530523419380188, 54.791626703193799, 163.39745569229126, 39.0 ],
+					"text" : "experiment with multiple hits"
 				}
 
 			}
 , 			{
 				"box" : 				{
-					"id" : "obj-104",
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+					"patching_rect" : [ 773.345822036266327, 313.721472967216414, 232.444892764091492, 24.0 ],
+					"text" : "Select an unused component channel"
+				}
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+			}
+, 			{
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 					"maxclass" : "newobj",
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@@ -725,14 +625,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
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+							"minor" : 5,
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 ,
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@@ -761,13 +661,25 @@
 						"subpatcher_template" : "",
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
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+, 							{
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 									"text" : "+ 3900"
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+									"patching_rect" : [ 216.766642507720945, 163.0, 75.0, 22.0 ],
 									"text" : "random 200"
 								}
 
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 									"text" : "* 0.001"
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@@ -1079,7 +967,7 @@
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@@ -1092,7 +980,7 @@
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 							}
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@@ -1155,6 +1043,7 @@
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@@ -1165,6 +1054,13 @@
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@@ -1265,6 +1158,7 @@
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@@ -1358,14 +1245,14 @@
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@@ -1724,7 +1611,7 @@
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-									"patching_rect" : [ 76.0, 161.0, 48.0, 22.0 ],
+									"patching_rect" : [ 76.0, 175.529914677143097, 48.0, 22.0 ],
 									"text" : "+ 3210"
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@@ -1748,22 +1635,10 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
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+									"patching_rect" : [ 76.0, 113.0, 75.0, 22.0 ],
 									"text" : "random 100"
 								}
 
-							}
-, 							{
-								"box" : 								{
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-									"maxclass" : "button",
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-									"numoutlets" : 1,
-									"outlettype" : [ "bang" ],
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-
 							}
 , 							{
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@@ -1784,7 +1659,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 76.0, 287.0, 277.0, 22.0 ],
+									"patching_rect" : [ 76.0, 301.529914677143097, 274.5, 22.0 ],
 									"text" : "*~"
 								}
 
@@ -1796,7 +1671,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 2,
 									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 76.0, 235.0, 64.0, 22.0 ],
+									"patching_rect" : [ 76.0, 239.529914677143097, 64.0, 22.0 ],
 									"text" : "curve~ 80"
 								}
 
@@ -1808,7 +1683,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 76.0, 263.0, 45.0, 22.0 ],
+									"patching_rect" : [ 76.0, 273.256410360336304, 45.0, 22.0 ],
 									"text" : "cycle~"
 								}
 
@@ -1821,7 +1696,7 @@
 									"maxclass" : "outlet",
 									"numinlets" : 1,
 									"numoutlets" : 0,
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+									"patching_rect" : [ 76.0, 398.529914677143097, 30.0, 30.0 ]
 								}
 
 							}
@@ -1834,7 +1709,7 @@
 									"numinlets" : 0,
 									"numoutlets" : 1,
 									"outlettype" : [ "bang" ],
-									"patching_rect" : [ 73.0, 25.0, 30.0, 30.0 ]
+									"patching_rect" : [ 76.0, 27.222222328186035, 30.0, 30.0 ]
 								}
 
 							}
@@ -1877,6 +1752,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-12", 0 ],
+									"midpoints" : [ 85.5, 101.5, 457.099976000000026, 101.5 ],
 									"order" : 2,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -1885,6 +1761,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-17", 0 ],
+									"midpoints" : [ 85.5, 101.5, 341.0, 101.5 ],
 									"order" : 3,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -1893,6 +1770,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-18", 0 ],
+									"midpoints" : [ 85.5, 101.5, 85.5, 101.5 ],
 									"order" : 6,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -1901,6 +1779,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-24", 0 ],
+									"midpoints" : [ 85.5, 101.5, 256.125, 101.5 ],
 									"order" : 4,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -1909,6 +1788,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-26", 0 ],
+									"midpoints" : [ 85.5, 101.5, 170.0, 101.5 ],
 									"order" : 5,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -1917,6 +1797,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-32", 0 ],
+									"midpoints" : [ 85.5, 101.5, 28.0982905626297, 101.5 ],
 									"order" : 7,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -1925,6 +1806,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-76", 0 ],
+									"midpoints" : [ 85.5, 101.5, 677.760681569576263, 101.5 ],
 									"order" : 1,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -1933,6 +1815,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-79", 0 ],
+									"midpoints" : [ 85.5, 101.5, 793.860657569576233, 101.5 ],
 									"order" : 0,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -1944,13 +1827,6 @@
 									"source" : [ "obj-15", 0 ]
 								}
 
-							}
-, 							{
-								"patchline" : 								{
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-									"source" : [ "obj-16", 0 ]
-								}
-
 							}
 , 							{
 								"patchline" : 								{
@@ -2011,6 +1887,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-22", 6 ],
+									"midpoints" : [ 170.0, 202.029914677143097, 231.75, 202.029914677143097 ],
 									"source" : [ "obj-25", 0 ]
 								}
 
@@ -2053,6 +1930,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-30", 0 ],
+									"midpoints" : [ 28.0982905626297, 344.029914677143097, 85.5, 344.029914677143097 ],
 									"source" : [ "obj-32", 0 ]
 								}
 
@@ -2081,6 +1959,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-30", 0 ],
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 									"source" : [ "obj-63", 0 ]
 								}
 
@@ -2151,7 +2030,7 @@
  ]
 					}
 ,
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+					"patching_rect" : [ 273.096143126487732, 987.872368574142456, 33.0, 22.0 ],
 					"saved_object_attributes" : 					{
 						"description" : "",
 						"digest" : "",
@@ -2165,7 +2044,7 @@
 			}
 , 			{
 				"box" : 				{
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+					"id" : "obj-12",
 					"maxclass" : "newobj",
 					"numinlets" : 1,
 					"numoutlets" : 1,
@@ -2174,14 +2053,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
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 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 34.0, 386.0, 1852.0, 510.0 ],
+						"rect" : [ 34.0, 87.0, 1372.0, 729.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 12.0,
@@ -2216,7 +2095,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
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+									"patching_rect" : [ 1364.37190621774289, 137.473683834075928, 42.0, 22.0 ],
 									"text" : "* 0.01"
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@@ -2228,7 +2107,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
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+									"patching_rect" : [ 1364.37190621774289, 165.473683834075928, 31.0, 22.0 ],
 									"text" : "+ 8."
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@@ -2240,7 +2119,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
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+									"patching_rect" : [ 1364.37190621774289, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 400"
 								}
 
@@ -2252,7 +2131,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 1434.5, 139.0, 55.0, 22.0 ],
+									"patching_rect" : [ 1248.27193021774292, 137.473683834075928, 55.0, 22.0 ],
 									"text" : "* 0.0001"
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@@ -2264,7 +2143,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
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+									"patching_rect" : [ 1248.27193021774292, 165.473683834075928, 44.0, 22.0 ],
 									"text" : "+ 0.07"
 								}
 
@@ -2276,7 +2155,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 1434.5, 115.0, 75.0, 22.0 ],
+									"patching_rect" : [ 1248.27193021774292, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 500"
 								}
 
@@ -2288,7 +2167,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 1264.0, 128.0, 35.0, 22.0 ],
+									"patching_rect" : [ 1077.77193021774292, 137.473683834075928, 35.0, 22.0 ],
 									"text" : "* 0.1"
 								}
 
@@ -2300,7 +2179,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 1264.0, 156.0, 44.0, 22.0 ],
+									"patching_rect" : [ 1077.77193021774292, 165.473683834075928, 44.0, 22.0 ],
 									"text" : "+ 900."
 								}
 
@@ -2312,7 +2191,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 1264.0, 101.0, 75.0, 22.0 ],
+									"patching_rect" : [ 1077.77193021774292, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 200"
 								}
 
@@ -2324,7 +2203,7 @@
 									"numinlets" : 6,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 1434.5, 197.0, 144.0, 22.0 ],
+									"patching_rect" : [ 1248.27193021774292, 199.473683834075928, 164.124970000000076, 22.0 ],
 									"text" : "pack 0.1 1 -0.5 0 10. -0.5"
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@@ -2336,7 +2215,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 2,
 									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 1434.5, 223.0, 47.0, 22.0 ],
+									"patching_rect" : [ 1248.27193021774292, 234.175438404083252, 47.0, 22.0 ],
 									"text" : "curve~"
 								}
 
@@ -2348,7 +2227,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 1264.0, 261.0, 189.5, 22.0 ],
+									"patching_rect" : [ 1077.77193021774292, 306.210525989532471, 189.5, 22.0 ],
 									"text" : "*~"
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@@ -2360,7 +2239,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 4,
 									"outlettype" : [ "signal", "signal", "signal", "signal" ],
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+									"patching_rect" : [ 1077.77193021774292, 266.4210524559021, 96.0, 22.0 ],
 									"text" : "svf~ 4760 0.666"
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@@ -2372,7 +2251,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
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+									"patching_rect" : [ 967.27193021774292, 137.473683834075928, 49.0, 22.0 ],
 									"text" : "* 0.001"
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@@ -2384,7 +2263,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 1049.5, 146.0, 38.0, 22.0 ],
+									"patching_rect" : [ 967.27193021774292, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 0.8"
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@@ -2396,7 +2275,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 1049.5, 91.0, 75.0, 22.0 ],
+									"patching_rect" : [ 967.27193021774292, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 500"
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@@ -2408,7 +2287,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 961.59997599999997, 118.0, 42.0, 22.0 ],
+									"patching_rect" : [ 879.37190621774289, 137.473683834075928, 42.0, 22.0 ],
 									"text" : "* 0.01"
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@@ -2420,7 +2299,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 961.59997599999997, 146.0, 38.0, 22.0 ],
+									"patching_rect" : [ 879.37190621774289, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 18."
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@@ -2432,7 +2311,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 961.59997599999997, 91.0, 75.0, 22.0 ],
+									"patching_rect" : [ 879.37190621774289, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 200"
 								}
 
@@ -2444,7 +2323,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 872.5, 115.0, 49.0, 22.0 ],
+									"patching_rect" : [ 790.27193021774292, 137.473683834075928, 49.0, 22.0 ],
 									"text" : "* 0.001"
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@@ -2456,7 +2335,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 872.5, 146.0, 38.0, 22.0 ],
+									"patching_rect" : [ 790.27193021774292, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 0.8"
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@@ -2468,7 +2347,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 872.5, 91.0, 75.0, 22.0 ],
+									"patching_rect" : [ 790.27193021774292, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 500"
 								}
 
@@ -2480,7 +2359,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 786.59997599999997, 98.0, 42.0, 22.0 ],
+									"patching_rect" : [ 704.37190621774289, 137.473683834075928, 42.0, 22.0 ],
 									"text" : "* 0.01"
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@@ -2492,7 +2371,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 786.59997599999997, 126.0, 38.0, 22.0 ],
+									"patching_rect" : [ 704.37190621774289, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 18."
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@@ -2504,7 +2383,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 786.59997599999997, 71.0, 75.0, 22.0 ],
+									"patching_rect" : [ 704.37190621774289, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 200"
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@@ -2516,7 +2395,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 703.59997599999997, 98.0, 35.0, 22.0 ],
+									"patching_rect" : [ 621.37190621774289, 137.473683834075928, 35.0, 22.0 ],
 									"text" : "* 0.1"
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@@ -2528,7 +2407,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 703.59997599999997, 126.0, 44.0, 22.0 ],
+									"patching_rect" : [ 621.37190621774289, 165.473683834075928, 44.0, 22.0 ],
 									"text" : "+ 250."
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@@ -2540,7 +2419,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 703.59997599999997, 71.0, 75.0, 22.0 ],
+									"patching_rect" : [ 621.37190621774289, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 200"
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@@ -2552,7 +2431,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
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+									"patching_rect" : [ 542.77193021774292, 165.473683834075928, 41.0, 22.0 ],
 									"text" : "+ 700"
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@@ -2564,7 +2443,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 625.0, 98.0, 75.0, 22.0 ],
+									"patching_rect" : [ 542.77193021774292, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 100"
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@@ -2576,7 +2455,7 @@
 									"numinlets" : 6,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 853.5, 185.0, 113.0, 22.0 ],
+									"patching_rect" : [ 790.271930217742806, 199.473683834075928, 167.499960000000101, 22.0 ],
 									"text" : "pack 1. 1 1 20. 0 1."
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@@ -2588,7 +2467,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 2,
 									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 853.5, 220.0, 36.0, 22.0 ],
+									"patching_rect" : [ 790.271930217742806, 234.175438404083252, 36.0, 22.0 ],
 									"text" : "line~"
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@@ -2600,7 +2479,7 @@
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 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 625.0, 277.0, 189.5, 22.0 ],
+									"patching_rect" : [ 542.77193021774292, 306.210525989532471, 266.499999999999886, 22.0 ],
 									"text" : "*~"
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@@ -2612,7 +2491,7 @@
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 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
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+									"patching_rect" : [ 542.77193021774292, 199.473683834075928, 150.0, 22.0 ],
 									"text" : "pack 750 0 0 261. 20. -0.5"
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@@ -2624,7 +2503,7 @@
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@@ -2636,7 +2515,7 @@
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 									"text" : "+ 250"
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@@ -2648,7 +2527,7 @@
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 									"text" : "random 100"
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@@ -2660,7 +2539,7 @@
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@@ -2672,7 +2551,7 @@
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 									"text" : "+ 80"
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@@ -2684,7 +2563,7 @@
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 									"text" : "random 500"
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@@ -2696,7 +2575,7 @@
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@@ -2708,7 +2587,7 @@
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@@ -2720,7 +2599,7 @@
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 									"text" : "random 500"
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@@ -2732,7 +2611,7 @@
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@@ -2744,7 +2623,7 @@
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@@ -2756,7 +2635,7 @@
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@@ -2768,7 +2647,7 @@
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@@ -2780,7 +2659,7 @@
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 									"text" : "random 200"
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@@ -2792,7 +2671,7 @@
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@@ -2804,7 +2683,7 @@
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 									"text" : "random 300"
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@@ -2816,7 +2695,7 @@
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 									"text" : "pack 261 0 0 120 35 -0.5 51. 80. -0.5"
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@@ -2828,7 +2707,7 @@
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 									"text" : "+ 200"
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@@ -2840,7 +2719,7 @@
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 									"text" : "random 100"
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@@ -2852,22 +2731,10 @@
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 									"text" : "tanh~"
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@@ -2888,7 +2755,7 @@
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@@ -2900,7 +2767,7 @@
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@@ -2912,7 +2779,7 @@
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@@ -2924,7 +2791,7 @@
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 									"text" : "tri~ 910 0.1"
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@@ -2936,7 +2803,7 @@
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 									"text" : "cycle~"
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@@ -2948,7 +2815,7 @@
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@@ -2961,7 +2828,7 @@
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@@ -2974,7 +2841,7 @@
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@@ -2996,6 +2864,7 @@
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@@ -3004,6 +2873,7 @@
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@@ -3012,6 +2882,7 @@
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@@ -3020,6 +2891,7 @@
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@@ -3028,6 +2900,7 @@
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@@ -3036,6 +2909,7 @@
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@@ -3044,6 +2918,7 @@
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@@ -3052,6 +2927,7 @@
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@@ -3060,6 +2936,7 @@
 , 							{
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@@ -3068,6 +2945,7 @@
 , 							{
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@@ -3076,6 +2954,7 @@
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@@ -3084,6 +2963,7 @@
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@@ -3092,6 +2972,7 @@
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@@ -3100,6 +2981,7 @@
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@@ -3108,17 +2990,11 @@
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@@ -3165,6 +3041,7 @@
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@@ -3242,6 +3119,7 @@
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@@ -3270,6 +3148,7 @@
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@@ -3410,6 +3289,7 @@
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@@ -3431,6 +3311,7 @@
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@@ -3536,7 +3417,7 @@
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@@ -3547,6 +3428,892 @@
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@@ -3975,14 +4617,14 @@
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@@ -4415,6 +5046,13 @@
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@@ -4770,7 +5399,7 @@
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 									"outlettype" : [ "signal", "bang" ],
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 									"text" : "curve~"
 								}
 
@@ -4782,7 +5411,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
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 									"text" : "* 0.1"
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@@ -4794,7 +5423,7 @@
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 									"outlettype" : [ "float" ],
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+									"patching_rect" : [ 784.360657569576233, 175.529914677143097, 44.0, 22.0 ],
 									"text" : "+ 130."
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@@ -4806,7 +5435,7 @@
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 									"outlettype" : [ "int" ],
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+									"patching_rect" : [ 784.360657569576233, 113.0, 75.0, 22.0 ],
 									"text" : "random 200"
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@@ -4818,7 +5447,7 @@
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 									"outlettype" : [ "float" ],
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 									"text" : "* 0.001"
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@@ -4830,7 +5459,7 @@
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+									"patching_rect" : [ 668.260681569576263, 175.529914677143097, 38.0, 22.0 ],
 									"text" : "+ 1.1"
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@@ -4842,7 +5471,7 @@
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+									"patching_rect" : [ 668.260681569576263, 113.0, 75.0, 22.0 ],
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@@ -4854,7 +5483,7 @@
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 									"text" : "pack 0.1 1 -0.7 0 150. -0.66"
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@@ -4866,7 +5495,7 @@
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+									"patching_rect" : [ 668.260681569576263, 239.529914677143097, 47.0, 22.0 ],
 									"text" : "curve~"
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@@ -4878,7 +5507,7 @@
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 									"text" : "*~"
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@@ -4890,7 +5519,7 @@
 									"numinlets" : 1,
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 									"outlettype" : [ "signal" ],
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+									"patching_rect" : [ 546.478630781173706, 207.598290503025055, 46.0, 22.0 ],
 									"text" : "noise~"
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@@ -4902,7 +5531,7 @@
 									"numinlets" : 2,
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@@ -4914,7 +5543,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
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+									"patching_rect" : [ 160.5, 146.401709496974945, 35.0, 22.0 ],
 									"text" : "* 0.1"
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@@ -4926,7 +5555,7 @@
 									"numinlets" : 2,
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+									"patching_rect" : [ 160.5, 175.529914677143097, 44.0, 22.0 ],
 									"text" : "+ 150."
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@@ -4950,7 +5579,7 @@
 									"numinlets" : 2,
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 									"text" : "+ 8."
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@@ -4962,7 +5591,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "int" ],
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+									"patching_rect" : [ 246.625, 113.0, 75.0, 22.0 ],
 									"text" : "random 200"
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@@ -4974,7 +5603,7 @@
 									"numinlets" : 9,
 									"numoutlets" : 1,
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 									"text" : "pack 3261 0 0 410 5 -0.5 160. 10. -0.5"
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@@ -4986,7 +5615,7 @@
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 									"outlettype" : [ "int" ],
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+									"patching_rect" : [ 76.0, 175.529914677143097, 48.0, 22.0 ],
 									"text" : "+ 3210"
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@@ -4998,22 +5627,10 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "int" ],
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+									"patching_rect" : [ 76.0, 113.0, 75.0, 22.0 ],
 									"text" : "random 100"
 								}
 
-							}
-, 							{
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 , 							{
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@@ -5034,7 +5651,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "signal" ],
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+									"patching_rect" : [ 76.0, 301.529914677143097, 274.5, 22.0 ],
 									"text" : "*~"
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@@ -5046,7 +5663,7 @@
 									"numinlets" : 3,
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 									"outlettype" : [ "signal", "bang" ],
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+									"patching_rect" : [ 76.0, 239.529914677143097, 64.0, 22.0 ],
 									"text" : "curve~ 80"
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@@ -5058,7 +5675,7 @@
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 									"outlettype" : [ "signal" ],
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+									"patching_rect" : [ 76.0, 273.256410360336304, 45.0, 22.0 ],
 									"text" : "cycle~"
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@@ -5071,7 +5688,7 @@
 									"maxclass" : "outlet",
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 							}
@@ -5084,7 +5701,7 @@
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+									"patching_rect" : [ 76.0, 27.222222328186035, 30.0, 30.0 ]
 								}
 
 							}
@@ -5127,6 +5744,7 @@
 , 							{
 								"patchline" : 								{
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 									"order" : 2,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -5135,6 +5753,7 @@
 , 							{
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 									"order" : 3,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -5143,6 +5762,7 @@
 , 							{
 								"patchline" : 								{
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 									"order" : 6,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -5151,6 +5771,7 @@
 , 							{
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 									"order" : 4,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -5159,6 +5780,7 @@
 , 							{
 								"patchline" : 								{
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 									"order" : 5,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -5167,6 +5789,7 @@
 , 							{
 								"patchline" : 								{
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 									"order" : 7,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -5175,6 +5798,7 @@
 , 							{
 								"patchline" : 								{
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+									"midpoints" : [ 85.5, 101.5, 677.760681569576263, 101.5 ],
 									"order" : 1,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -5183,6 +5807,7 @@
 , 							{
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 									"source" : [ "obj-14", 0 ]
 								}
@@ -5194,13 +5819,6 @@
 									"source" : [ "obj-15", 0 ]
 								}
 
-							}
-, 							{
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-								}
-
 							}
 , 							{
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@@ -5261,6 +5879,7 @@
 , 							{
 								"patchline" : 								{
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 									"source" : [ "obj-25", 0 ]
 								}
 
@@ -5303,6 +5922,7 @@
 , 							{
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 									"source" : [ "obj-32", 0 ]
 								}
 
@@ -5331,6 +5951,7 @@
 , 							{
 								"patchline" : 								{
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 									"source" : [ "obj-63", 0 ]
 								}
 
@@ -5401,7 +6022,7 @@
  ]
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 ,
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 					"saved_object_attributes" : 					{
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@@ -5424,14 +6045,14 @@
 						"fileversion" : 1,
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 ,
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@@ -5466,7 +6087,7 @@
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 									"text" : "* 0.01"
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@@ -5478,7 +6099,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
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 									"text" : "+ 8."
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@@ -5490,7 +6111,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "int" ],
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+									"patching_rect" : [ 1364.37190621774289, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 400"
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@@ -5502,7 +6123,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
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 									"text" : "* 0.0001"
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@@ -5514,7 +6135,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
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+									"patching_rect" : [ 1248.27193021774292, 165.473683834075928, 44.0, 22.0 ],
 									"text" : "+ 0.07"
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@@ -5526,7 +6147,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "int" ],
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+									"patching_rect" : [ 1248.27193021774292, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 500"
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@@ -5538,7 +6159,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
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 									"text" : "* 0.1"
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@@ -5550,7 +6171,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "float" ],
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+									"patching_rect" : [ 1077.77193021774292, 165.473683834075928, 44.0, 22.0 ],
 									"text" : "+ 900."
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@@ -5562,7 +6183,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "int" ],
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+									"patching_rect" : [ 1077.77193021774292, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 200"
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@@ -5574,7 +6195,7 @@
 									"numinlets" : 6,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
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 									"text" : "pack 0.1 1 -0.5 0 10. -0.5"
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@@ -5586,7 +6207,7 @@
 									"numinlets" : 3,
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 									"outlettype" : [ "signal", "bang" ],
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+									"patching_rect" : [ 1248.27193021774292, 234.175438404083252, 47.0, 22.0 ],
 									"text" : "curve~"
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@@ -5598,7 +6219,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "signal" ],
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+									"patching_rect" : [ 1077.77193021774292, 306.210525989532471, 189.5, 22.0 ],
 									"text" : "*~"
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@@ -5610,7 +6231,7 @@
 									"numinlets" : 3,
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 									"outlettype" : [ "signal", "signal", "signal", "signal" ],
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+									"patching_rect" : [ 1077.77193021774292, 266.4210524559021, 96.0, 22.0 ],
 									"text" : "svf~ 4760 0.666"
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@@ -5622,7 +6243,7 @@
 									"numinlets" : 2,
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 									"text" : "* 0.001"
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@@ -5634,7 +6255,7 @@
 									"numinlets" : 2,
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+									"patching_rect" : [ 967.27193021774292, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 0.8"
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@@ -5646,7 +6267,7 @@
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+									"patching_rect" : [ 967.27193021774292, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 500"
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@@ -5658,7 +6279,7 @@
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@@ -5670,7 +6291,7 @@
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+									"patching_rect" : [ 879.37190621774289, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 18."
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@@ -5682,7 +6303,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 961.59997599999997, 91.0, 75.0, 22.0 ],
+									"patching_rect" : [ 879.37190621774289, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 200"
 								}
 
@@ -5694,7 +6315,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 872.5, 115.0, 49.0, 22.0 ],
+									"patching_rect" : [ 790.27193021774292, 137.473683834075928, 49.0, 22.0 ],
 									"text" : "* 0.001"
 								}
 
@@ -5706,7 +6327,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 872.5, 146.0, 38.0, 22.0 ],
+									"patching_rect" : [ 790.27193021774292, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 0.8"
 								}
 
@@ -5718,7 +6339,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 872.5, 91.0, 75.0, 22.0 ],
+									"patching_rect" : [ 790.27193021774292, 110.298245429992676, 75.0, 22.0 ],
 									"text" : "random 500"
 								}
 
@@ -5730,7 +6351,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 786.59997599999997, 98.0, 42.0, 22.0 ],
+									"patching_rect" : [ 704.37190621774289, 137.473683834075928, 42.0, 22.0 ],
 									"text" : "* 0.01"
 								}
 
@@ -5742,7 +6363,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 786.59997599999997, 126.0, 38.0, 22.0 ],
+									"patching_rect" : [ 704.37190621774289, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 18."
 								}
 
@@ -5754,7 +6375,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 786.59997599999997, 71.0, 75.0, 22.0 ],
+									"patching_rect" : [ 704.37190621774289, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 200"
 								}
 
@@ -5766,7 +6387,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 703.59997599999997, 98.0, 35.0, 22.0 ],
+									"patching_rect" : [ 621.37190621774289, 137.473683834075928, 35.0, 22.0 ],
 									"text" : "* 0.1"
 								}
 
@@ -5778,7 +6399,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 703.59997599999997, 126.0, 44.0, 22.0 ],
+									"patching_rect" : [ 621.37190621774289, 165.473683834075928, 44.0, 22.0 ],
 									"text" : "+ 250."
 								}
 
@@ -5790,7 +6411,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 703.59997599999997, 71.0, 75.0, 22.0 ],
+									"patching_rect" : [ 621.37190621774289, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 200"
 								}
 
@@ -5802,7 +6423,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 625.0, 126.0, 41.0, 22.0 ],
+									"patching_rect" : [ 542.77193021774292, 165.473683834075928, 41.0, 22.0 ],
 									"text" : "+ 700"
 								}
 
@@ -5814,7 +6435,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 625.0, 98.0, 75.0, 22.0 ],
+									"patching_rect" : [ 542.77193021774292, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 100"
 								}
 
@@ -5826,7 +6447,7 @@
 									"numinlets" : 6,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 853.5, 185.0, 113.0, 22.0 ],
+									"patching_rect" : [ 790.271930217742806, 199.473683834075928, 167.499960000000101, 22.0 ],
 									"text" : "pack 1. 1 1 20. 0 1."
 								}
 
@@ -5838,7 +6459,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 2,
 									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 853.5, 220.0, 36.0, 22.0 ],
+									"patching_rect" : [ 790.271930217742806, 234.175438404083252, 36.0, 22.0 ],
 									"text" : "line~"
 								}
 
@@ -5850,7 +6471,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 625.0, 277.0, 189.5, 22.0 ],
+									"patching_rect" : [ 542.77193021774292, 306.210525989532471, 266.499999999999886, 22.0 ],
 									"text" : "*~"
 								}
 
@@ -5862,7 +6483,7 @@
 									"numinlets" : 6,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 625.0, 160.0, 150.0, 22.0 ],
+									"patching_rect" : [ 542.77193021774292, 199.473683834075928, 150.0, 22.0 ],
 									"text" : "pack 750 0 0 261. 20. -0.5"
 								}
 
@@ -5874,7 +6495,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 2,
 									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 625.0, 189.0, 64.0, 22.0 ],
+									"patching_rect" : [ 542.77193021774292, 234.175438404083252, 64.0, 22.0 ],
 									"text" : "curve~ 80"
 								}
 
@@ -5886,7 +6507,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 473.0, 146.0, 41.0, 22.0 ],
+									"patching_rect" : [ 431.77193021774292, 165.473683834075928, 41.0, 22.0 ],
 									"text" : "+ 250"
 								}
 
@@ -5898,7 +6519,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 473.0, 91.0, 75.0, 22.0 ],
+									"patching_rect" : [ 431.77193021774292, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 100"
 								}
 
@@ -5910,7 +6531,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 396.0, 115.0, 42.0, 22.0 ],
+									"patching_rect" : [ 354.77193021774292, 137.473683834075928, 42.0, 22.0 ],
 									"text" : "* 0.01"
 								}
 
@@ -5922,7 +6543,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 396.0, 146.0, 34.0, 22.0 ],
+									"patching_rect" : [ 354.77193021774292, 165.473683834075928, 34.0, 22.0 ],
 									"text" : "+ 80"
 								}
 
@@ -5934,7 +6555,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 396.0, 91.0, 75.0, 22.0 ],
+									"patching_rect" : [ 354.77193021774292, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 500"
 								}
 
@@ -5946,7 +6567,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 319.0, 115.0, 49.0, 22.0 ],
+									"patching_rect" : [ 277.77193021774292, 137.473683834075928, 49.0, 22.0 ],
 									"text" : "* 0.001"
 								}
 
@@ -5958,7 +6579,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 319.0, 146.0, 38.0, 22.0 ],
+									"patching_rect" : [ 277.77193021774292, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 0.8"
 								}
 
@@ -5970,7 +6591,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 319.0, 91.0, 75.0, 22.0 ],
+									"patching_rect" : [ 277.77193021774292, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 500"
 								}
 
@@ -5982,7 +6603,7 @@
 									"numinlets" : 6,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 319.0, 178.0, 133.0, 22.0 ],
+									"patching_rect" : [ 277.77193021774292, 202.561403274536133, 147.333333333333314, 22.0 ],
 									"text" : "pack 1. 5 1 100. 0 300."
 								}
 
@@ -5994,7 +6615,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 227.75, 122.0, 35.0, 22.0 ],
+									"patching_rect" : [ 186.52193021774292, 137.473683834075928, 35.0, 22.0 ],
 									"text" : "* 0.1"
 								}
 
@@ -6006,7 +6627,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 145.5, 122.0, 42.0, 22.0 ],
+									"patching_rect" : [ 104.27193021774292, 137.473683834075928, 42.0, 22.0 ],
 									"text" : "* 0.02"
 								}
 
@@ -6018,7 +6639,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 145.5, 146.0, 38.0, 22.0 ],
+									"patching_rect" : [ 104.27193021774292, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 45."
 								}
 
@@ -6030,7 +6651,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 145.5, 98.0, 75.0, 22.0 ],
+									"patching_rect" : [ 104.27193021774292, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 200"
 								}
 
@@ -6042,7 +6663,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 227.75, 153.0, 38.0, 22.0 ],
+									"patching_rect" : [ 186.52193021774292, 165.473683834075928, 38.0, 22.0 ],
 									"text" : "+ 70."
 								}
 
@@ -6054,7 +6675,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 227.75, 98.0, 75.0, 22.0 ],
+									"patching_rect" : [ 186.52193021774292, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 300"
 								}
 
@@ -6066,7 +6687,7 @@
 									"numinlets" : 9,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 61.0, 178.0, 207.0, 22.0 ],
+									"patching_rect" : [ 19.77193021774292, 202.561403274536133, 209.571428571428555, 22.0 ],
 									"text" : "pack 261 0 0 120 35 -0.5 51. 80. -0.5"
 								}
 
@@ -6078,7 +6699,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 61.0, 146.0, 41.0, 22.0 ],
+									"patching_rect" : [ 19.77193021774292, 165.473683834075928, 41.0, 22.0 ],
 									"text" : "+ 200"
 								}
 
@@ -6090,7 +6711,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 61.0, 118.0, 75.0, 22.0 ],
+									"patching_rect" : [ 19.77193021774292, 110.473683834075928, 75.0, 22.0 ],
 									"text" : "random 100"
 								}
 
@@ -6102,22 +6723,10 @@
 									"numinlets" : 1,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 61.0, 358.0, 41.0, 22.0 ],
+									"patching_rect" : [ 19.77193021774292, 352.736842155456543, 41.0, 22.0 ],
 									"text" : "tanh~"
 								}
 
-							}
-, 							{
-								"box" : 								{
-									"id" : "obj-16",
-									"maxclass" : "button",
-									"numinlets" : 1,
-									"numoutlets" : 1,
-									"outlettype" : [ "bang" ],
-									"parameter_enable" : 0,
-									"patching_rect" : [ 141.0, 22.0, 24.0, 24.0 ]
-								}
-
 							}
 , 							{
 								"box" : 								{
@@ -6126,7 +6735,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 1,
 									"outlettype" : [ "bang" ],
-									"patching_rect" : [ 61.0, 54.0, 24.0, 22.0 ],
+									"patching_rect" : [ 19.77193021774292, 56.395029187202454, 24.0, 22.0 ],
 									"text" : "t b"
 								}
 
@@ -6138,7 +6747,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 61.0, 272.0, 277.0, 22.0 ],
+									"patching_rect" : [ 19.77193021774292, 306.210525989532471, 277.0, 22.0 ],
 									"text" : "*~"
 								}
 
@@ -6150,7 +6759,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 2,
 									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 319.0, 214.0, 36.0, 22.0 ],
+									"patching_rect" : [ 277.77193021774292, 234.175438404083252, 36.0, 22.0 ],
 									"text" : "line~"
 								}
 
@@ -6162,7 +6771,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 2,
 									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 61.0, 220.0, 64.0, 22.0 ],
+									"patching_rect" : [ 19.77193021774292, 234.175438404083252, 64.0, 22.0 ],
 									"text" : "curve~ 80"
 								}
 
@@ -6174,7 +6783,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 1264.0, 189.0, 71.0, 22.0 ],
+									"patching_rect" : [ 1077.77193021774292, 234.175438404083252, 71.0, 22.0 ],
 									"text" : "tri~ 910 0.1"
 								}
 
@@ -6186,7 +6795,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 625.0, 220.0, 45.0, 22.0 ],
+									"patching_rect" : [ 542.77193021774292, 266.4210524559021, 45.0, 22.0 ],
 									"text" : "cycle~"
 								}
 
@@ -6198,7 +6807,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 61.0, 248.0, 45.0, 22.0 ],
+									"patching_rect" : [ 19.77193021774292, 266.4210524559021, 45.0, 22.0 ],
 									"text" : "cycle~"
 								}
 
@@ -6211,7 +6820,7 @@
 									"maxclass" : "outlet",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 61.0, 399.0, 30.0, 30.0 ]
+									"patching_rect" : [ 19.77193021774292, 393.736842155456543, 30.0, 30.0 ]
 								}
 
 							}
@@ -6224,7 +6833,7 @@
 									"numinlets" : 0,
 									"numoutlets" : 1,
 									"outlettype" : [ "bang" ],
-									"patching_rect" : [ 61.0, 11.0, 30.0, 30.0 ]
+									"patching_rect" : [ 19.77193021774292, 13.395029187202454, 30.0, 30.0 ]
 								}
 
 							}
@@ -6239,6 +6848,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-17", 0 ],
+									"midpoints" : [ 29.27193021774292, 339.973684072494507, 29.27193021774292, 339.973684072494507 ],
 									"source" : [ "obj-10", 0 ]
 								}
 
@@ -6246,6 +6856,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-18", 0 ],
+									"midpoints" : [ 29.27193021774292, 93.934356510639191, 29.27193021774292, 93.934356510639191 ],
 									"order" : 14,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -6254,6 +6865,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-24", 0 ],
+									"midpoints" : [ 29.27193021774292, 93.934356510639191, 196.02193021774292, 93.934356510639191 ],
 									"order" : 12,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -6262,6 +6874,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-26", 0 ],
+									"midpoints" : [ 29.27193021774292, 93.934356510639191, 113.77193021774292, 93.934356510639191 ],
 									"order" : 13,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -6270,6 +6883,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-32", 0 ],
+									"midpoints" : [ 29.27193021774292, 93.934356510639191, 287.27193021774292, 93.934356510639191 ],
 									"order" : 11,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -6278,6 +6892,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-35", 0 ],
+									"midpoints" : [ 29.27193021774292, 93.934356510639191, 364.27193021774292, 93.934356510639191 ],
 									"order" : 10,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -6286,6 +6901,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-38", 0 ],
+									"midpoints" : [ 29.27193021774292, 93.934356510639191, 441.27193021774292, 93.934356510639191 ],
 									"order" : 9,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -6294,6 +6910,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-45", 0 ],
+									"midpoints" : [ 29.27193021774292, 93.934356510639191, 552.27193021774292, 93.934356510639191 ],
 									"order" : 8,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -6302,6 +6919,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-49", 0 ],
+									"midpoints" : [ 29.27193021774292, 93.934356510639191, 630.87190621774289, 93.934356510639191 ],
 									"order" : 7,
 									"source" : [ "obj-14", 0 ]
 								}
@@ -6310,6 +6928,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-52", 0 ],
+									"midpoints" : [ 29.27193021774292, 93.934356510639191, 713.87190621774289, 93.934356510639191 ],
 									"order" : 6,
 									"source" : [ "obj-14", 0 ]
 								}
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+						"Drum Classifier" : "This example demonstrates how fluid.bufnmf~ can be seeded with various drum hits to create 'spectral templates'. Once the components are stored, bufnmf~ can then recognise each drum to a degree of confidence.",
+						"Resynthesis" : "Furthering on the close-to-realtime processing experiment in the autopanner patch, this example shows how using a circular buffer can create fake realtime processing with fluid.bufnmf~. Two resynth buffers are used so that one can be played whilst the other is processed.",
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23D2P7+Ys8PzD7OhdLYRnb8kSwejo.nIQx3DxuD2RLLL4AgmQJtBIhA.J9F9IEu.jp.jLIvI9i3nHIyMuo3hOby9EVpGWbINNMN.2pLRSFRPoUYj1GSKmvTjP5oM9Q.vzva62TGDJq+nqHlffqf1Az2xMMBNFfXXJKHL.vwmmvxqJYMzMeEAwVAhsBToxJPVmFkADAIiaDcDVbP.rGnbayzEw4kcrCnm0eBJranBr4ffPMFFFWBk3my.zPUpGHEwArHHXcqVVDzhGO47v6DAEv4Kgb2ZBsF+e2HThQJkMG0c.U.K62bgUgv1f+JVjXXXJxH..F+zoFjpHkuWs6XlGWcLA8TimCJ5L75vbMSl8w8pfhtLfBwMJ0BkUX9Kg90XmBkoAPzRz0pTwQfR.DCCSEBB.f2bVAPZYrU5arm8wATBbBtYEFPx4Yhu2VwVV1z0owQxMzSNtNh0nTeNK55jiiun4AkxX1OOCNoFOSVyHohAiBfsB8x9K6XOvaicI6X2.39Q98ZZFvUBZFl.EJK+Ls4cY6jHmxeQPoLdZmCj10HwF9YabKmibadxVAJiySKyiE.SbpEJAPkp5dztAvWD4lHlYfxBKQKFSHWfQg50z9xgmyL.3dAK9ggIPQX.fYiA7Jmjv5NKysWbJde33ARZ8I.Ndfra7jyihX7.4uU+LI.1d7uuVTZJte8A0lwoWPBcxZK5Tv+RmIiesZEICXa6bi2AgRXwdPx.z1MlOEqWSeUndczETtSzNKpMATB.MeM4zbgEGwv3ifPT0VcQZv.cedFwePX4qxDajZcL8GWcLlwpZ9LdBaCPE33.Y45H0a7Ldcr3DFmF2x0I2lmoIYJsqiNGyhFeQykTk6X+bUt3Wejyimx62oOdJWGmFO47TFK10dsu+lFA9etMnZ+CkBlD.+UnzmIXLLLLABBa9MuxIE3iaXfZDVsJA.aEnfiUfLO64a8AxPJ2I.f.Flm+QLmYBAvOZGOUOS9tGuM.fUsRfu25U...H.jDQAQ0FwpV4J..vRqao3BaoI.x7bV5pOPADZE4tvmzshPtDOOlVsnTlEXLLLLAFRH9Y1X.ux6IPaMjz5OrHnrLtOVDjciKkFGBDMNIkiJIbBx.iJE3DgmM7nex0u7S.8XP5pt9n.Tu1M3RWZc3Ba4BvpV4JvEt1K.W0keoXssrlju1KJtBKwGg8yzmlG2LPkJ46.1a0lNfJ810Ikr6JKmGFFFlJZRYmic91BzV8R.RZceJVDT1F2mIBxPZLEALJ.MBDxwAji+YuzyYD3RHokL.YblHfnEYIiSe5owK8xuBdoWF.OI.HAV5xVFZ+CsdbUW95v0sg1ceQPt0KrhGc.8Rmcy.mMaMOzcCUrybGv4VqvnPIRhE+vvvvjFIh4GS9uddFns5iusJk51zV+d0Wko3xkEebNMt5X33AJ+hGHHkSIkxQIBiHLLFY1EBOZ+5aEm7mK+i2IEJzSl0igDw+Go7YFIvRW5RwGaCsidt9NwJWwYa65UtFOPhEhs9qccqQmFToWgNoftNBerRcvdAPy.knmGAb.1xvvvjQVj3mFpB3O7BigZDlG.XQPVecny3Y75TXhfjFxCAXLBHwHBfQ+cuhk6Ya5SW40OBHZC1O3hE9j3mi+887I5D+N+VebrzZqwl0K8E.00EsZ+rweZDpJ3rSb+PuNLtUZBIqJwN4trbg5fJc4i.k3J6rZkYCAcTT3sXCmrL1tie85.JW4ktfuzy5pzow3O2rgYrQ0ATutsK9rl.prGaOPeQpoiSuVO.zuzAzJVb+eKeOWlTpeumgwyHLjFSARTu4Cbh4Ad12kvGcEVzDIi6hGKhfXWgkkwcIWgYXHmB.iHHL7BgvH8e4Keb3SPBJJArXwOZH7Aj.C+CeJ73O8Kf+22du3JW2El2tBymiN0bGyz.OWwZUId24wyOcpCJwE5z5JLavmsgjsXi7U3kS8UqC.fMF+3ri0DeNrQnpePouV1HbtWjsanxFur4Jw0D+ecA06YQQtacMc5gX5JXYcv4WW5dtx2266EJwfrkFYBbDFp+XQJah8ieaAV2xLvppIY2zVB.RRvLdfRtMskwAAHkIxpmEebNMN..gr0U3cZ7DYAjshKPxyhOUDjggbeRRNrfvv8ekdmkcbDQrQfLTpOllBeL+4SO6b3N+a9l3+4m6SiqqiOPdEOP9bbxhC.EVFY4Fhd.TVQ5VQ90pMLawFsCkErxWqhjItI3b7MYNOtUnbeXtZwi+Rja80qVi+b9p4w0xuQSPEP95rFaGsCkH+sA26yiLLEcxXpxrsIDIb+UJ2ecPxJPlhfHqxMrQjT1FGHQJVaqXt3hjx53.1jx4latKAjxGFFxQHCL7u+58OV2IqruGabbkW+TfHkUCyQgOIOFB+ca4g.HAtt1UFJYwqW1m56wLToluOk5fyanLI79MO6.p6fuPoQnbCmauIXttob9XAh7oglZVQsyGWV5WvpqSKDpEpOC0J7uUuaFlTHL.FG139holG3QdCA9zqICo9dPRDjOzUXPZ7vFRZ3pLLFtjDjxEGTVMr.D9XN1eWzGFqrwyFWYqWPx0NGrBjO2oW5rosWuoYqvcD9XRsP4Bpi.22BP5Ro18K8gbKX08SzGb2NYuoqIi5hmSFlhBBnD+XKG3jDdj2HdSOEI2rQZ8eRJ6ii3iKS8wg1iC.TdzuvjR49hIkaZgEhs1+vqpgd9iZq9nAXgOJbAgOl+7l+V+G3TybFna+BifzqEOjMxVvnZhWZ0m5fJNWbaLsHRcEgysS3Eqm0B8qiS9I5.4uqtxFdskLYXzBAfHqa99hSQ34NtRfBPp2ss0MnbbbSwEoMl9iqNF66B55MdBGmHKvwAxx0gRY74VvXNXH2JEiV+szV8Q9u0V8CcqAEWa4DtnvGPBbz288vC7nOUJBNylHHCP9Ygi5bG0dYPhpawRLevLNfJ0jucY9Bk0.8huK+D5Vwvm.JAMN8Y0Yfpkpvw8CSf.y.dNq73GkvTyCbcqDY2UWrqvR753TyiSIMLtykTkwCbKQB3V2IS3hBeLOlGdjeJ5tyODVYiuu3V2IasJCxOa4mlz3X7JWkzHxb1SYGVuadc2zzrBSWLD3MAr2pEtw54jH4bVm31xja.AqM9cJ312FVb4CnNn9bSWo87m.pf+ly3Kl.Clw7ii7buKgYiAbCqV5rHmJXQPG9zzILj3N+a+vK8qixcDhM3lBeLeru8OX2Xfa9SD+yP.vhzmTiGHY4onxhO51c42ATck9z2.rKnmkc5BISG+Bk8AUlwYUfSiHYJe2HJLwOGDp4Z5miFgyoAu4w0TANGJkjMQrS.068oyzwe78.kkCaO92uMv06Gl.FgQ+z3Hpz4iDJWfch4A9zqQpJBhrHnDiejowId8SE5t+t+50LzhV3JGostaoXH7Aj.Oy9eM.jTjSlDAc8u+UOhG7J2svKuKYcp+PaE1aIioQx55RuZbcbCwO6A1GDsSB0bb2PIzJeWSyz427ZbuPuVJR6H3H9YRjYq+TKThbyjflogZ8Z2fiwGl.Jp53rzXe59DN7zD9pul.GJ9uVnU79TFGOPGZZ5D67Xg1zeSGKc4ULBe..BgNKFBeT0+m4wyr+WeQw6i4ZuDjYAfLHiWI9oI3rKO1Gb1ENlUU4rgo0PJDlA5IfZGH+EdD0gwmFJ253DE5q0RIY6yelks.m9bBK7gIvhH9WyoXmX1X.e6CKvieLByZXt4jCY8UYVVgc3SSm3IOVnM8U5ntJKQOwgDg5oXH7w7melW90ArDvy.Vc2Efz6SS7BEuZiRchYmGTyykNEnQciQnLgeoEJLIbVrWg9ZsThSBEWCTslk9PvRTGCiVXVjCGOedxO+6R3fmjvu5Jj3Jq2bWoxaWg8RmPbziOO9xOTEnfmDzV2M.JT2EKgOfD3kds2LoU+.vhi2GecvNqCEqLsxIbJEzm.5aUJyhzX11zOepZzVwOYcgcCmCT7FQvHve2AzK1uZO9+r1OuBJt1igIiDW7iXD.bW4yIXp4A19aR3EmB3WcERzbcp8lbrUXTfsJiRoHnSLGvKbbZpiNW3+a+jdB+cxm0oxJBGdfhovGPBbroNUJUN6zEAEK3a4GfrGWEEKbx5D455pSheJTqF7NE3y2MQGgXAEwOSB8E.Ajr2lcCHY.QGjxtMFlTvzxOE7FIGdZBe6CS3BpShqpdfqpdYQ0JP.5IRJQNYki8KrYiAr+2KDd4Sfoeo2qp+eP+TkqkdrRac2.EJz.ESgOPH.QDd4wdSb4qc0I5l6lueKgDg7+hezYCv0.+kkM.xcwXAgM5cSxTZ1GDY6Pksb45qm0.UvteCwOGrHHl.GJwO8Sm.aI19.IZqPOgGdZBGdZfm5cHbU0KwUUuD0WUvvUXyr.vK+dB7xum.6+8BAHM1JfX.zuutX5UZYIKY.Ph5K1Be.IRFyUw+FqVAZiqakkCheZB9OwO4pKM7SVloTfeH9ibKlFpLY6Ff9V.xJMBkHntfJnwY2gwDXvZiMcT.TvheLYp4UBfdp2gvppQYInVWFPCU4uDA8lyR30OkRvyqe53w+sz3P.nOzenQJ7UhxHtlapEBXfRgvGPBr+wdKb4qc0.H96glgUlzXmd2hf1nyFAqC1WOUXXJULMTYS2nPEby4SLZsFTbZpsLLEMrH9QLBb2lbXBN5r.O9rDd7iRn9p.V2YIQy0IwppQhFpRcLtY7.kowmMlRryXmVfW+zDdiYEX1XoMYkF2MfXH1ZOKFRhnPDp9RgvGywSs1Nqdej7+t7BPOK+zF7l39Ia3E8jKFumCBfu.Tsoi1Qtm4Zlc182A9OqYxvrHrZ4mQJEWvolWUsnet2UsoVMg.VU0Rz7RUBgpuJfkWkFtJKKV4YrSq1h7slkvLFpe9DyS33mgPFQZbH.AasmLwG5FG.hPavaD9nByYUz9.HgbDOacPeNBT0nFmxpq1Q9a8mhQv01DxMwk5z.WKmnbOsuMKZjMA0mM6.4VlI1GThnXX70jT7S+z3XKwNDHQykxIvrw.Nzz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+		"parameters" : 		{
+			"obj-11" : [ "live.text", "live.text", 0 ],
+			"obj-24" : [ "live.tab[1]", "live.tab", 0 ],
+			"parameterbanks" : 			{
+				"0" : 				{
+					"index" : 0,
+					"name" : "",
+					"parameters" : [ "-", "-", "-", "-", "-", "-", "-", "-" ]
+				}
+
+			}
+,
+			"inherited_shortname" : 1
+		}
+,
+		"autosave" : 0,
+		"bgcolor" : [ 0.898039215686275, 0.898039215686275, 0.898039215686275, 1.0 ]
+	}
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+}
diff --git a/examples/nmf/JIT-NMF.maxpat b/examples/nmf/JIT-NMF.maxpat
index 2e122f54..dee3ad32 100644
--- a/examples/nmf/JIT-NMF.maxpat
+++ b/examples/nmf/JIT-NMF.maxpat
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 3,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 34.0, 79.0, 1212.0, 990.0 ],
+		"rect" : [ 22.0, 87.0, 1384.0, 651.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 12.0,
@@ -40,49 +40,697 @@
 		"assistshowspatchername" : 0,
 		"boxes" : [ 			{
 				"box" : 				{
-					"id" : "obj-60",
-					"maxclass" : "newobj",
+					"fontname" : "Lato",
+					"fontsize" : 20.0,
+					"id" : "obj-76",
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 26.5, 14.639239311218262, 86.0, 30.0 ],
+					"text" : "JIT-NMF"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"id" : "obj-75",
+					"linecount" : 3,
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 26.5, 46.639239311218262, 372.0, 47.0 ],
+					"text" : "In this patch two resynth buffers are used to create fake real time processing. Whilst one buffer plays, the other is processed by fluid.bufnmf~. They then swap places so that one is always playing.",
+					"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"fontsize" : 10.0,
+					"id" : "obj-73",
+					"linecount" : 2,
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 881.38846432018272, 343.487466156482697, 78.000000715255737, 29.0 ],
+					"text" : "enveloping removes clicks",
+					"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"fontsize" : 10.0,
+					"id" : "obj-71",
+					"linecount" : 3,
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 1030.886895179748535, 270.367163002490997, 325.0, 40.0 ],
+					"text" : "each component is being randomly seeded each time fluid.bufnmf~ is processed, meaning that each channel plays back a randomly chosen spectral component every time it is triggered, creating a random pan",
+					"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"fontsize" : 10.0,
+					"id" : "obj-69",
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 667.827184598854728, 414.616247236728668, 199.0, 18.0 ],
+					"text" : "each resynth channel is panned seperately",
+					"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"fontsize" : 10.0,
+					"id" : "obj-67",
+					"linecount" : 5,
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 346.0, 451.291928708553314, 138.0, 62.0 ],
+					"text" : "no bases buffer means the three components are being randomised across the three buffer channels each time fluid.bufnmf~ is processed",
+					"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+				}
+
+			}
+, 			{
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+					"fontsize" : 10.0,
+					"id" : "obj-65",
+					"linecount" : 4,
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 74.01374340057373, 292.421054363250732, 141.0, 51.0 ],
+					"text" : "at the start of each second: \nset resynth buffer to resynth2,\nstart frame 22050, \nprocess fluidbufnmf~",
+					"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+				}
+
+			}
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+					"maxclass" : "button",
 					"numinlets" : 1,
 					"numoutlets" : 1,
-					"outlettype" : [ "float" ],
-					"patching_rect" : [ 84.294250000000005, 530.0, 57.0, 22.0 ],
-					"text" : "cpuclock"
+					"outlettype" : [ "bang" ],
+					"parameter_enable" : 0,
+					"patching_rect" : [ 237.924059629440308, 320.40413498878479, 24.0, 24.0 ]
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-					"maxclass" : "message",
-					"numinlets" : 2,
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-					"text" : "- 0."
+					"patcher" : 					{
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+						"style" : "",
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+						"lines" : [ 							{
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+									"destination" : [ "obj-44", 0 ],
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+									"destination" : [ "obj-54", 1 ],
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+								}
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+, 							{
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+									"destination" : [ "obj-54", 0 ],
+									"source" : [ "obj-60", 0 ]
+								}
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+ ]
+					}
+,
+					"patching_rect" : [ 26.5, 529.359844441291784, 109.0, 22.0 ],
+					"saved_object_attributes" : 					{
+						"description" : "",
+						"digest" : "",
+						"globalpatchername" : "",
+						"tags" : ""
+					}
+,
+					"text" : "p calcProcessTime"
 				}
 
 			}
 , 			{
 				"box" : 				{
-					"id" : "obj-55",
-					"maxclass" : "newobj",
+					"id" : "obj-26",
+					"maxclass" : "comment",
 					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 133.25, 556.601127505302429, 104.0, 20.0 ],
+					"text" : "process time (ms)"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bubble" : 1,
+					"id" : "obj-16",
+					"maxclass" : "comment",
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+					"numoutlets" : 0,
+					"patching_rect" : [ 570.112905841282554, 489.518856942653656, 96.0, 24.0 ],
+					"text" : "turn on audio"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
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+					"hint" : "",
+					"id" : "obj-21",
+					"ignoreclick" : 1,
+					"legacytextcolor" : 1,
+					"maxclass" : "textbutton",
+					"numinlets" : 1,
+					"numoutlets" : 3,
+					"outlettype" : [ "", "", "int" ],
+					"parameter_enable" : 0,
+					"patching_rect" : [ 667.827184598854728, 491.518856942653656, 20.0, 20.0 ],
+					"rounded" : 60.0,
+					"text" : "1",
+					"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"id" : "obj-15",
+					"maxclass" : "ezdac~",
+					"numinlets" : 2,
+					"numoutlets" : 0,
+					"patching_rect" : [ 519.676352977752686, 479.018856942653656, 45.0, 45.0 ]
+				}
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+					"linecount" : 4,
+					"maxclass" : "comment",
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+					"numoutlets" : 0,
+					"patching_rect" : [ 276.676352977752686, 293.373435437679291, 141.0, 51.0 ],
+					"text" : "every other 0.5 seconds: \nset resynth buffer to resynth1,\nstart frame zero, \nprocess fluidbufnmf~",
+					"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+				}
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+			}
+, 			{
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+					"maxclass" : "newobj",
+					"numinlets" : 2,
 					"numoutlets" : 1,
-					"outlettype" : [ "float" ],
-					"patching_rect" : [ 141.794250000000005, 530.0, 57.0, 22.0 ],
-					"text" : "cpuclock"
+					"outlettype" : [ "signal" ],
+					"patcher" : 					{
+						"fileversion" : 1,
+						"appversion" : 						{
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+							"revision" : 5,
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+						"bottomtoolbarpinned" : 0,
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+						"boxanimatetime" : 200,
+						"enablehscroll" : 1,
+						"enablevscroll" : 1,
+						"devicewidth" : 0.0,
+						"description" : "",
+						"digest" : "",
+						"tags" : "",
+						"style" : "",
+						"subpatcher_template" : "",
+						"assistshowspatchername" : 0,
+						"boxes" : [ 							{
+								"box" : 								{
+									"id" : "obj-7",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 340.5, 198.5, 124.0, 20.0 ],
+									"text" : "2 second audio buffer",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+								}
+
+							}
+, 							{
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+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 50.0, 268.0, 73.0, 47.0 ],
+									"text" : "writes first half of audio buffer",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+								}
+
+							}
+, 							{
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+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 130.0, 268.0, 84.0, 47.0 ],
+									"text" : "writes second half of audio buffer",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+								}
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+									"outlettype" : [ "stop", "clear" ],
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+									"text" : "t stop clear"
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+									"text" : "count~ 0 44100"
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-, 			{
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+					"patching_rect" : [ 962.834263563156128, 254.577688753604889, 61.0, 22.0 ],
+					"text" : "+~ 22050"
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@@ -671,7 +1231,7 @@
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+					"patching_rect" : [ 1079.235102873257347, 358.859987735748291, 56.0, 22.0 ],
 					"text" : "*~ 0.707"
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@@ -683,7 +1243,7 @@
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 					"outlettype" : [ "int", "bang" ],
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+					"patching_rect" : [ 270.355250835418701, 386.603865087032318, 30.0, 22.0 ],
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@@ -695,7 +1255,7 @@
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 					"outlettype" : [ "bang", "int", "int" ],
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+					"patching_rect" : [ 26.5, 346.278200149536133, 71.0, 22.0 ],
 					"text" : "t b 22050 2"
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@@ -707,7 +1267,7 @@
 					"numinlets" : 1,
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 					"outlettype" : [ "bang", "int", "int" ],
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+					"patching_rect" : [ 227.924059629440308, 347.230581223964691, 61.431191205978394, 22.0 ],
 					"text" : "t b 0 1"
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@@ -719,7 +1279,7 @@
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 					"text" : "sprintf resynth resynth%d"
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@@ -741,22 +1301,10 @@
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@@ -766,7 +1314,7 @@
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@@ -777,7 +1325,7 @@
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@@ -789,7 +1337,7 @@
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+					"patching_rect" : [ 26.5, 292.421054363250732, 44.0, 22.0 ],
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@@ -801,7 +1349,7 @@
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 					"text" : ">~ 22550"
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@@ -813,22 +1361,10 @@
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@@ -851,7 +1387,7 @@
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@@ -860,11 +1396,12 @@
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@@ -1057,22 +1571,14 @@
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@@ -1080,6 +1586,7 @@
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@@ -1101,6 +1608,7 @@
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@@ -1117,6 +1625,7 @@
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@@ -1125,6 +1634,7 @@
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@@ -1133,6 +1643,7 @@
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@@ -1140,6 +1651,7 @@
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@@ -1168,13 +1680,15 @@
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diff --git a/examples/nmf/JIT-NMF2filter.maxpat b/examples/nmf/JIT-NMF2filter.maxpat
index 75ecb33c..d6d61386 100644
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diff --git a/examples/nmf/piano-key-classifier.maxpat b/examples/nmf/piano-key-classifier.maxpat
index 5720dca0..cf610723 100644
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 								}
 
@@ -222,7 +1518,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 2,
 									"outlettype" : [ "int", "bang" ],
-									"patching_rect" : [ 455.0, 238.0, 45.0, 22.0 ],
+									"patching_rect" : [ 211.730761110782623, 178.384613394737244, 45.0, 22.0 ],
 									"text" : "urn 88"
 								}
 
@@ -234,7 +1530,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 563.0, 120.0, 50.0, 22.0 ],
+									"patching_rect" : [ 404.346148550510406, 122.730766117572784, 50.0, 22.0 ],
 									"text" : "replace"
 								}
 
@@ -247,7 +1543,7 @@
 									"numoutlets" : 1,
 									"outlettype" : [ "bang" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 433.0, 87.0, 24.0, 24.0 ]
+									"patching_rect" : [ 154.153836846351624, 33.153844356536865, 24.0, 24.0 ]
 								}
 
 							}
@@ -258,7 +1554,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 3,
 									"outlettype" : [ "bang", "clear", "bang" ],
-									"patching_rect" : [ 433.0, 127.0, 63.0, 22.0 ],
+									"patching_rect" : [ 154.153836846351624, 67.384613394737244, 134.153848528862, 22.0 ],
 									"text" : "t b clear b"
 								}
 
@@ -270,7 +1566,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 617.0, 216.0, 132.0, 22.0 ],
+									"patching_rect" : [ 269.307685375213623, 122.730766117572784, 132.0, 22.0 ],
 									"text" : "pack sizeinsamps 1 88"
 								}
 
@@ -282,7 +1578,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "float", "bang" ],
-									"patching_rect" : [ 617.0, 242.0, 133.0, 22.0 ],
+									"patching_rect" : [ 269.307685375213623, 159.307689547538757, 133.0, 22.0 ],
 									"text" : "buffer~ pno-dict-shuffle"
 								}
 
@@ -291,6 +1587,7 @@
 						"lines" : [ 							{
 								"patchline" : 								{
 									"destination" : [ "obj-12", 0 ],
+									"midpoints" : [ 163.653836846351624, 166.615380764007568, 83.307693302631378, 166.615380764007568 ],
 									"order" : 1,
 									"source" : [ "obj-10", 0 ]
 								}
@@ -306,6 +1603,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-9", 0 ],
+									"midpoints" : [ 163.653836846351624, 161.057689756155014, 221.230761110782623, 161.057689756155014 ],
 									"order" : 0,
 									"source" : [ "obj-10", 0 ]
 								}
@@ -314,6 +1612,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-12", 0 ],
+									"midpoints" : [ 129.230761110782623, 243.442305237054825, 83.307693302631378, 243.442305237054825 ],
 									"source" : [ "obj-2", 0 ]
 								}
 
@@ -321,13 +1620,22 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-12", 0 ],
+									"midpoints" : [ 127.653836846351624, 215.596151262521744, 83.307693302631378, 215.596151262521744 ],
 									"source" : [ "obj-3", 0 ]
 								}
 
+							}
+, 							{
+								"patchline" : 								{
+									"destination" : [ "obj-8", 0 ],
+									"source" : [ "obj-4", 0 ]
+								}
+
 							}
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-1", 0 ],
+									"midpoints" : [ 413.846148550510406, 151.519227832555771, 278.807685375213623, 151.519227832555771 ],
 									"source" : [ "obj-48", 0 ]
 								}
 
@@ -426,7 +1734,7 @@
  ]
 					}
 ,
-					"patching_rect" : [ 703.0, 79.0, 117.0, 22.0 ],
+					"patching_rect" : [ 629.949069160667364, 113.494286818163573, 117.0, 22.0 ],
 					"saved_object_attributes" : 					{
 						"description" : "",
 						"digest" : "",
@@ -437,90 +1745,6 @@
 					"text" : "p componentshuffler"
 				}
 
-			}
-, 			{
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-					"maxclass" : "message",
-					"numinlets" : 2,
-					"numoutlets" : 1,
-					"outlettype" : [ "" ],
-					"patching_rect" : [ 913.0, 121.0, 50.0, 22.0 ],
-					"text" : "replace"
-				}
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-			}
-, 			{
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-					"maxclass" : "newobj",
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-					"patching_rect" : [ 1028.0, 337.0, 34.0, 22.0 ],
-					"text" : "gate"
-				}
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-			}
-, 			{
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-					"id" : "obj-37",
-					"maxclass" : "newobj",
-					"numinlets" : 1,
-					"numoutlets" : 2,
-					"outlettype" : [ "", "clear" ],
-					"patching_rect" : [ 1043.0, 231.0, 114.0, 22.0 ],
-					"text" : "t l clear"
-				}
-
-			}
-, 			{
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-					"id" : "obj-41",
-					"maxclass" : "toggle",
-					"numinlets" : 1,
-					"numoutlets" : 1,
-					"outlettype" : [ "int" ],
-					"parameter_enable" : 0,
-					"patching_rect" : [ 1043.0, 180.0, 24.0, 24.0 ]
-				}
-
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-45",
-					"maxclass" : "newobj",
-					"numinlets" : 2,
-					"numoutlets" : 1,
-					"outlettype" : [ "" ],
-					"patching_rect" : [ 1043.0, 207.0, 34.0, 22.0 ],
-					"text" : "gate"
-				}
-
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-40",
-					"maxclass" : "newobj",
-					"numinlets" : 2,
-					"numoutlets" : 1,
-					"outlettype" : [ "float" ],
-					"patching_rect" : [ 1084.0, 303.0, 42.0, 22.0 ],
-					"text" : "* 500."
-				}
-
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-11",
-					"maxclass" : "newobj",
-					"numinlets" : 1,
-					"numoutlets" : 2,
-					"outlettype" : [ "int", "float" ],
-					"patching_rect" : [ 1043.0, 279.0, 62.0, 22.0 ],
-					"text" : "unpack i f"
-				}
-
 			}
 , 			{
 				"box" : 				{
@@ -531,19 +1755,7 @@
 					"numoutlets" : 2,
 					"outlettype" : [ "int", "int" ],
 					"parameter_enable" : 0,
-					"patching_rect" : [ 1028.0, 371.0, 75.0, 198.0 ]
-				}
-
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-36",
-					"maxclass" : "newobj",
-					"numinlets" : 1,
-					"numoutlets" : 1,
-					"outlettype" : [ "list" ],
-					"patching_rect" : [ 1043.0, 255.0, 75.0, 22.0 ],
-					"text" : "listfunnel 21"
+					"patching_rect" : [ 1214.517065644264221, 470.153391482694246, 70.000000058570777, 184.800000154626844 ]
 				}
 
 			}
@@ -553,7 +1765,7 @@
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 666.0, 748.0, 59.0, 20.0 ],
+					"patching_rect" : [ 751.949068903923035, 583.021529359476745, 59.0, 20.0 ],
 					"text" : "-0        0-"
 				}
 
@@ -571,7 +1783,7 @@
 					"numoutlets" : 3,
 					"outlettype" : [ "", "", "int" ],
 					"parameter_enable" : 0,
-					"patching_rect" : [ 509.0, 234.5, 20.0, 20.0 ],
+					"patching_rect" : [ 241.081920027732849, 430.647769493715941, 20.0, 20.0 ],
 					"rounded" : 60.0,
 					"text" : "2",
 					"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -591,7 +1803,7 @@
 					"numoutlets" : 3,
 					"outlettype" : [ "", "", "int" ],
 					"parameter_enable" : 0,
-					"patching_rect" : [ 121.0, 10.0, 20.0, 20.0 ],
+					"patching_rect" : [ 172.615148782730103, 547.647769493715941, 20.0, 20.0 ],
 					"rounded" : 60.0,
 					"text" : "1",
 					"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -600,12 +1812,13 @@
 			}
 , 			{
 				"box" : 				{
+					"bubble" : 1,
 					"id" : "obj-67",
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 145.0, 10.0, 391.0, 20.0 ],
-					"text" : "play the real upright piano line in loop - it should play on the left channel"
+					"patching_rect" : [ 28.5, 66.494286818163573, 227.388890743255615, 24.0 ],
+					"text" : "play the real upright piano line in loop"
 				}
 
 			}
@@ -616,51 +1829,59 @@
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 279.0, 770.5, 870.0, 74.0 ],
-					"text" : "What is happening: a dictionary of 88 bases is provided, pretrained on a chromatic scale of a grand piano. It gives one activation per note. On the left we can see the activations unprocessed, on an amplitude scale of 0 to 20. On the right, there is an attempt to be creative with that information, scaling and gating the activations, and resynthesising with simple sine waves. A midi piano could be used instead of the right-hand side notation.\n\nFor the inquisitive mind, the training patch has been provided below."
+					"patching_rect" : [ 364.949068903923035, 600.351203517572912, 830.0, 74.0 ],
+					"text" : "What is happening: a dictionary of 88 bases is provided, pretrained on a chromatic scale of a grand piano. It gives one activation per note. On the left we can see the activations unprocessed, on an amplitude scale of 0 to 20. On the right, there is an attempt to be creative with that information, scaling and gating the activations, and resynthesising with simple sine waves. A midi piano could be used instead of the right-hand side notation.\n\nFor the inquisitive mind, the training patch has been provided here ->"
 				}
 
 			}
 , 			{
 				"box" : 				{
+					"bubble" : 1,
 					"id" : "obj-47",
+					"linecount" : 2,
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 533.0, 234.5, 324.0, 20.0 ],
+					"patching_rect" : [ 654.949068903923035, 215.186833381652832, 202.0, 37.0 ],
 					"text" : "select a preset - 1 is continuous, 2 is processing on attacks"
 				}
 
 			}
 , 			{
 				"box" : 				{
+					"fontsize" : 10.0,
 					"id" : "obj-34",
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 743.0, 400.0, 139.0, 20.0 ],
-					"text" : "activation volume gating"
+					"patching_rect" : [ 696.949068903923035, 332.186833381652832, 118.0, 18.0 ],
+					"text" : "activation volume gating",
+					"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 				}
 
 			}
 , 			{
 				"box" : 				{
+					"fontsize" : 10.0,
 					"id" : "obj-33",
+					"linecount" : 2,
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 592.0, 347.0, 144.0, 20.0 ],
-					"text" : "activation volume scaling"
+					"patching_rect" : [ 572.449068903923035, 291.686833381652832, 75.0, 29.0 ],
+					"text" : "activation volume scaling",
+					"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 				}
 
 			}
 , 			{
 				"box" : 				{
 					"id" : "obj-30",
+					"linecount" : 2,
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 218.0, 394.0, 123.0, 20.0 ],
+					"patching_rect" : [ 304.081920027732849, 318.186833381652832, 73.0, 33.0 ],
 					"text" : "auto-freeze on attack"
 				}
 
@@ -668,10 +1889,11 @@
 , 			{
 				"box" : 				{
 					"id" : "obj-29",
+					"linecount" : 3,
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 154.0, 348.0, 159.0, 20.0 ],
+					"patching_rect" : [ 192.537707686424255, 304.186833381652832, 87.0, 47.0 ],
 					"text" : "latency compensation delay"
 				}
 
@@ -682,7 +1904,7 @@
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 837.0, 586.0, 153.0, 20.0 ],
+					"patching_rect" : [ 922.949068903923035, 421.021529359476745, 153.0, 20.0 ],
 					"text" : "post-processed activations"
 				}
 
@@ -693,34 +1915,10 @@
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 394.0, 586.0, 147.0, 20.0 ],
+					"patching_rect" : [ 479.949068903923035, 421.021529359476745, 147.0, 20.0 ],
 					"text" : "pre-processed activations"
 				}
 
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-23",
-					"maxclass" : "newobj",
-					"numinlets" : 1,
-					"numoutlets" : 1,
-					"outlettype" : [ "" ],
-					"patching_rect" : [ 8.0, 10.0, 98.0, 22.0 ],
-					"text" : "loadmess loop 1"
-				}
-
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-18",
-					"maxclass" : "newobj",
-					"numinlets" : 2,
-					"numoutlets" : 2,
-					"outlettype" : [ "bang", "" ],
-					"patching_rect" : [ 162.0, 429.0, 36.0, 22.0 ],
-					"text" : "sel 0"
-				}
-
 			}
 , 			{
 				"box" : 				{
@@ -731,7 +1929,7 @@
 					"numoutlets" : 2,
 					"outlettype" : [ "", "bang" ],
 					"parameter_enable" : 0,
-					"patching_rect" : [ 102.0, 348.0, 50.0, 22.0 ]
+					"patching_rect" : [ 179.081920027732849, 353.186833381652832, 50.0, 22.0 ]
 				}
 
 			}
@@ -742,7 +1940,7 @@
 					"numinlets" : 1,
 					"numoutlets" : 5,
 					"outlettype" : [ "preset", "int", "preset", "int", "" ],
-					"patching_rect" : [ 509.0, 258.0, 100.0, 40.0 ],
+					"patching_rect" : [ 549.949068903923035, 215.186833381652832, 100.0, 40.0 ],
 					"preset_data" : [ 						{
 							"number" : 1,
 							"data" : [ 5, "obj-43", "flonum", "float", 0.0, 5, "obj-10", "flonum", "float", 0.002, 5, "obj-60", "toggle", "int", 0, 5, "obj-16", "flonum", "float", 0.0 ]
@@ -765,14 +1963,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 34.0, 79.0, 1147.0, 447.0 ],
+						"rect" : [ 34.0, 87.0, 1147.0, 447.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 12.0,
@@ -832,8 +2030,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1732,8 +2930,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -2406,14 +3604,14 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
 ,
 										"classnamespace" : "box",
-										"rect" : [ 334.0, 79.0, 801.0, 397.0 ],
+										"rect" : [ 334.0, 87.0, 801.0, 397.0 ],
 										"bglocked" : 0,
 										"openinpresentation" : 0,
 										"default_fontsize" : 12.0,
@@ -2750,7 +3948,7 @@
  ]
 					}
 ,
-					"patching_rect" : [ 279.0, 848.5, 107.0, 22.0 ],
+					"patching_rect" : [ 744.949068903923035, 652.521529359476745, 107.0, 22.0 ],
 					"saved_object_attributes" : 					{
 						"description" : "",
 						"digest" : "",
@@ -2770,67 +3968,7 @@
 					"numoutlets" : 1,
 					"outlettype" : [ "int" ],
 					"parameter_enable" : 0,
-					"patching_rect" : [ 192.0, 392.0, 24.0, 24.0 ]
-				}
-
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-58",
-					"maxclass" : "newobj",
-					"numinlets" : 2,
-					"numoutlets" : 1,
-					"outlettype" : [ "" ],
-					"patching_rect" : [ 224.0, 508.0, 34.0, 22.0 ],
-					"text" : "gate"
-				}
-
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-57",
-					"maxclass" : "newobj",
-					"numinlets" : 2,
-					"numoutlets" : 1,
-					"outlettype" : [ "bang" ],
-					"patching_rect" : [ 55.0, 372.0, 66.0, 22.0 ],
-					"text" : "delay 100."
-				}
-
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-56",
-					"maxclass" : "newobj",
-					"numinlets" : 1,
-					"numoutlets" : 1,
-					"outlettype" : [ "int" ],
-					"patching_rect" : [ 141.0, 459.0, 24.0, 22.0 ],
-					"text" : "t 1"
-				}
-
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-55",
-					"maxclass" : "newobj",
-					"numinlets" : 1,
-					"numoutlets" : 2,
-					"outlettype" : [ "", "int" ],
-					"patching_rect" : [ 141.0, 520.0, 30.0, 22.0 ],
-					"text" : "t l 0"
-				}
-
-			}
-, 			{
-				"box" : 				{
-					"id" : "obj-52",
-					"maxclass" : "newobj",
-					"numinlets" : 2,
-					"numoutlets" : 1,
-					"outlettype" : [ "" ],
-					"patching_rect" : [ 141.0, 494.0, 54.0, 22.0 ],
-					"text" : "gate 1 1"
+					"patching_rect" : [ 293.081920027732849, 353.186833381652832, 24.0, 24.0 ]
 				}
 
 			}
@@ -2845,14 +3983,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 59.0, 104.0, 1514.0, 1057.0 ],
+						"rect" : [ 123.0, 87.0, 701.0, 690.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
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@@ -2881,13 +4019,25 @@
 						"subpatcher_template" : "",
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"id" : "obj-16",
+									"linecount" : 2,
+									"maxclass" : "comment",
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+									"numoutlets" : 0,
+									"patching_rect" : [ 57.252208828926086, 565.0, 100.0, 33.0 ],
+									"text" : "at least 200ms between bangs"
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"id" : "obj-2",
 									"maxclass" : "newobj",
 									"numinlets" : 1,
 									"numoutlets" : 3,
 									"outlettype" : [ "float", "float", "float" ],
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+									"patching_rect" : [ 222.657076299190521, 373.008867502212524, 132.0, 22.0 ],
 									"text" : "unpack f f f"
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@@ -2899,7 +4049,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
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+									"patching_rect" : [ 222.657076299190521, 340.008867502212524, 116.0, 22.0 ],
 									"text" : "loadmess 15 20 -50"
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@@ -2912,7 +4062,7 @@
 									"numoutlets" : 1,
 									"outlettype" : [ "bang" ],
 									"parameter_enable" : 0,
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+									"patching_rect" : [ 214.693112313747406, 589.778755009174347, 20.0, 20.0 ]
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@@ -2924,7 +4074,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
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+									"patching_rect" : [ 232.803092360496521, 399.203534126281738, 62.0, 20.0 ],
 									"text" : "rel thresh "
 								}
 
@@ -2934,10 +4084,11 @@
 									"fontname" : "Arial",
 									"fontsize" : 12.0,
 									"id" : "obj-5",
+									"linecount" : 2,
 									"maxclass" : "comment",
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-									"patching_rect" : [ 460.25, 492.0, 150.0, 20.0 ],
+									"patching_rect" : [ 364.011060237884521, 384.969044208526611, 68.592915654182434, 33.0 ],
 									"text" : "abs thresh (about -50)"
 								}
 
@@ -2951,7 +4102,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 2,
 									"outlettype" : [ "signal", "signal" ],
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+									"patching_rect" : [ 115.157076299190521, 159.02654618024826, 70.0, 22.0 ],
 									"text" : "cross~ 250"
 								}
 
@@ -2965,7 +4116,7 @@
 									"numinlets" : 2,
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 									"outlettype" : [ "bang" ],
-									"patching_rect" : [ 228.75, 660.0, 63.0, 22.0 ],
+									"patching_rect" : [ 214.693112313747406, 615.409385621547699, 63.0, 22.0 ],
 									"text" : "delay 200"
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@@ -2979,7 +4130,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 2,
 									"outlettype" : [ "bang", "bang" ],
-									"patching_rect" : [ 207.5, 636.0, 67.0, 22.0 ],
+									"patching_rect" : [ 165.907076299190521, 560.778755009174347, 67.0, 22.0 ],
 									"text" : "onebang 1"
 								}
 
@@ -2992,7 +4143,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 388.75, 328.0, 28.0, 20.0 ],
+									"patching_rect" : [ 588.750016093254089, 328.469044208526611, 28.0, 20.0 ],
 									"text" : "-30"
 								}
 
@@ -3005,7 +4156,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 388.75, 359.0, 28.0, 20.0 ],
+									"patching_rect" : [ 588.750016093254089, 359.469044208526611, 28.0, 20.0 ],
 									"text" : "-40"
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@@ -3018,7 +4169,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 388.75, 391.0, 28.0, 20.0 ],
+									"patching_rect" : [ 588.750016093254089, 391.469044208526611, 28.0, 20.0 ],
 									"text" : "-50"
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@@ -3031,7 +4182,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
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+									"patching_rect" : [ 588.750016093254089, 424.469044208526611, 28.0, 20.0 ],
 									"text" : "-60"
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@@ -3044,7 +4195,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
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+									"patching_rect" : [ 588.750016093254089, 455.469044208526611, 28.0, 20.0 ],
 									"text" : "-70"
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@@ -3057,7 +4208,7 @@
 									"maxclass" : "comment",
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 									"numoutlets" : 0,
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+									"patching_rect" : [ 2.252208828926086, 332.008867502212524, 24.0, 20.0 ],
 									"text" : "40"
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@@ -3070,7 +4221,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 45.5, 359.0, 24.0, 20.0 ],
+									"patching_rect" : [ 1.252208828926086, 363.008867502212524, 24.0, 20.0 ],
 									"text" : "30"
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@@ -3083,7 +4234,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 45.0, 391.0, 24.0, 20.0 ],
+									"patching_rect" : [ 0.752208828926086, 395.008867502212524, 24.0, 20.0 ],
 									"text" : "20"
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@@ -3096,7 +4247,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 45.0, 424.0, 24.0, 20.0 ],
+									"patching_rect" : [ 0.752208828926086, 428.008867502212524, 24.0, 20.0 ],
 									"text" : "10"
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@@ -3109,7 +4260,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 52.0, 455.0, 19.0, 20.0 ],
+									"patching_rect" : [ 7.752208828926086, 459.008867502212524, 19.0, 20.0 ],
 									"text" : "0"
 								}
 
@@ -3125,7 +4276,7 @@
 									"numoutlets" : 2,
 									"outlettype" : [ "", "bang" ],
 									"parameter_enable" : 0,
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+									"patching_rect" : [ 222.657076299190521, 421.203534126281738, 50.0, 24.0 ]
 								}
 
 							}
@@ -3140,7 +4291,7 @@
 									"numoutlets" : 2,
 									"outlettype" : [ "", "bang" ],
 									"parameter_enable" : 0,
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+									"patching_rect" : [ 279.157076299190521, 421.203534126281738, 50.0, 24.0 ]
 								}
 
 							}
@@ -3150,7 +4301,7 @@
 									"maxclass" : "scope~",
 									"numinlets" : 2,
 									"numoutlets" : 0,
-									"patching_rect" : [ 63.5, 336.0, 130.0, 130.0 ],
+									"patching_rect" : [ 19.252208828926086, 340.008867502212524, 130.0, 130.0 ],
 									"range" : [ 0.0, 40.0 ]
 								}
 
@@ -3164,7 +4315,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 207.75, 581.0, 150.5, 22.0 ],
+									"patching_rect" : [ 166.157076299190521, 505.778755009174347, 162.5, 22.0 ],
 									"text" : "*~"
 								}
 
@@ -3178,7 +4329,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 330.25, 545.0, 45.0, 22.0 ],
+									"patching_rect" : [ 309.657076299190521, 467.123887538909912, 45.0, 22.0 ],
 									"text" : ">~ -60"
 								}
 
@@ -3192,7 +4343,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "bang", "bang" ],
-									"patching_rect" : [ 207.75, 611.0, 45.0, 22.0 ],
+									"patching_rect" : [ 166.157076299190521, 535.778755009174347, 45.0, 22.0 ],
 									"text" : "edge~"
 								}
 
@@ -3206,7 +4357,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 207.75, 538.0, 91.0, 22.0 ],
+									"patching_rect" : [ 166.157076299190521, 467.123887538909912, 132.0, 22.0 ],
 									"text" : "thresh~ 10 100"
 								}
 
@@ -3220,7 +4371,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 190.25, 249.0, 89.0, 22.0 ],
+									"patching_rect" : [ 166.157076299190521, 227.748769385947128, 89.0, 22.0 ],
 									"text" : "slide~ 10 2205"
 								}
 
@@ -3234,7 +4385,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 190.25, 303.0, 33.0, 22.0 ],
+									"patching_rect" : [ 166.157076299190521, 296.470992591645995, 33.0, 22.0 ],
 									"text" : "-~"
 								}
 
@@ -3248,7 +4399,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 282.25, 275.0, 48.0, 22.0 ],
+									"patching_rect" : [ 258.157076299190521, 262.109880988796533, 48.0, 22.0 ],
 									"text" : "atodb~"
 								}
 
@@ -3262,7 +4413,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 190.25, 275.0, 48.0, 22.0 ],
+									"patching_rect" : [ 166.157076299190521, 262.109880988796533, 48.0, 22.0 ],
 									"text" : "atodb~"
 								}
 
@@ -3276,7 +4427,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 282.25, 249.0, 102.0, 22.0 ],
+									"patching_rect" : [ 258.157076299190521, 227.761060237884521, 102.0, 22.0 ],
 									"text" : "slide~ 4410 4410"
 								}
 
@@ -3290,7 +4441,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 190.25, 213.0, 37.0, 22.0 ],
+									"patching_rect" : [ 166.157076299190521, 193.387657783097666, 37.0, 22.0 ],
 									"text" : "abs~"
 								}
 
@@ -3306,7 +4457,7 @@
 									"numoutlets" : 2,
 									"outlettype" : [ "", "bang" ],
 									"parameter_enable" : 0,
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+									"patching_rect" : [ 335.657076299190521, 421.203534126281738, 50.0, 24.0 ]
 								}
 
 							}
@@ -3316,7 +4467,7 @@
 									"maxclass" : "scope~",
 									"numinlets" : 2,
 									"numoutlets" : 0,
-									"patching_rect" : [ 410.25, 336.0, 130.0, 130.0 ],
+									"patching_rect" : [ 462.462393581867218, 336.469044208526611, 130.0, 130.0 ],
 									"range" : [ -70.0, -30.0 ]
 								}
 
@@ -3330,7 +4481,7 @@
 									"numinlets" : 0,
 									"numoutlets" : 1,
 									"outlettype" : [ "signal" ],
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+									"patching_rect" : [ 115.157076299190521, 122.035397589206696, 25.0, 25.0 ]
 								}
 
 							}
@@ -3342,7 +4493,7 @@
 									"maxclass" : "outlet",
 									"numinlets" : 1,
 									"numoutlets" : 0,
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+									"patching_rect" : [ 165.907076299190521, 615.409385621547699, 25.0, 25.0 ]
 								}
 
 							}
@@ -3381,6 +4532,13 @@
 									"source" : [ "obj-15", 0 ]
 								}
 
+							}
+, 							{
+								"patchline" : 								{
+									"destination" : [ "obj-69", 0 ],
+									"source" : [ "obj-17", 0 ]
+								}
+
 							}
 , 							{
 								"patchline" : 								{
@@ -3435,6 +4593,7 @@
 , 							{
 								"patchline" : 								{
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 									"order" : 0,
 									"source" : [ "obj-34", 0 ]
 								}
@@ -3450,7 +4609,8 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-17", 0 ],
-									"order" : 2,
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+									"order" : 0,
 									"source" : [ "obj-66", 0 ]
 								}
 
@@ -3462,18 +4622,11 @@
 									"source" : [ "obj-66", 0 ]
 								}
 
-							}
-, 							{
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-
 							}
 , 							{
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 									"source" : [ "obj-69", 0 ]
 								}
 
@@ -3503,6 +4656,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-20", 0 ],
+									"midpoints" : [ 175.657076299190521, 328.73993004692926, 28.752208828926086, 328.73993004692926 ],
 									"order" : 1,
 									"source" : [ "obj-80", 0 ]
 								}
@@ -3511,6 +4665,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-24", 0 ],
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 									"order" : 1,
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 								}
@@ -3519,6 +4674,7 @@
 , 							{
 								"patchline" : 								{
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+									"midpoints" : [ 267.657076299190521, 331.913358184198501, 471.962393581867218, 331.913358184198501 ],
 									"order" : 0,
 									"source" : [ "obj-81", 0 ]
 								}
@@ -3527,6 +4683,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-80", 1 ],
+									"midpoints" : [ 267.657076299190521, 289.790436790221293, 189.657076299190521, 289.790436790221293 ],
 									"order" : 2,
 									"source" : [ "obj-81", 0 ]
 								}
@@ -3549,7 +4706,7 @@
  ]
 					}
 ,
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+					"patching_rect" : [ 122.081920027732849, 217.186833381652832, 216.0, 22.0 ],
 					"saved_object_attributes" : 					{
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@@ -3568,7 +4725,7 @@
 					"numinlets" : 2,
 					"numoutlets" : 1,
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+					"patching_rect" : [ 393.949068903923035, 357.186833381652832, 143.0, 22.0 ],
 					"text" : "vexpr min(($f1 * $f2)\\,0.2)"
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@@ -3582,7 +4739,7 @@
 					"numoutlets" : 2,
 					"outlettype" : [ "", "bang" ],
 					"parameter_enable" : 0,
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+					"patching_rect" : [ 676.949068903923035, 299.447703003883362, 81.0, 22.0 ]
 				}
 
 			}
@@ -3593,122 +4750,10 @@
 					"numinlets" : 2,
 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
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+					"patching_rect" : [ 517.949068903923035, 330.186833381652832, 178.0, 22.0 ],
 					"text" : "vexpr $f1 > $f2 @scalarmode 1"
 				}
 
-			}
-, 			{
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-					"text" : "loadbang"
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-			}
-, 			{
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-			}
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-					"text" : "uzi 88 21"
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+					"midpoints" : [ 17.5, 209.5, 131.581920027732849, 209.5 ],
 					"order" : 1,
 					"source" : [ "obj-7", 0 ]
 				}
@@ -4303,50 +5108,44 @@
 			}
 , 			{
 				"patchline" : 				{
-					"destination" : [ "obj-8", 0 ],
-					"order" : 2,
-					"source" : [ "obj-7", 1 ]
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+					"midpoints" : [ 302.581920027732849, 422.974968156644195, 813.449068903923035, 422.974968156644195 ],
+					"order" : 1,
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 				}
 
 			}
 , 			{
 				"patchline" : 				{
-					"destination" : [ "obj-8", 0 ],
-					"order" : 2,
-					"source" : [ "obj-7", 0 ]
+					"destination" : [ "obj-39", 1 ],
+					"source" : [ "obj-74", 0 ]
 				}
 
 			}
- ],
-		"dependency_cache" : [ 			{
-				"name" : "fluid.buf2list.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.bufcompose~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.bufflatten~.mxo",
-				"type" : "iLaX"
-			}
 , 			{
-				"name" : "fluid.bufnmf~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.bufspectralshape~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.bufstats~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.nmfmatch~.mxo",
-				"type" : "iLaX"
+				"patchline" : 				{
+					"destination" : [ "obj-65", 0 ],
+					"midpoints" : [ 302.581920027732849, 423.104181370564788, 1224.017065702834998, 423.104181370564788 ],
+					"order" : 0,
+					"source" : [ "obj-74", 1 ]
+				}
+
 			}
  ],
+		"parameters" : 		{
+			"obj-37::obj-2" : [ "live.tab", "live.tab", 0 ],
+			"parameterbanks" : 			{
+				"0" : 				{
+					"index" : 0,
+					"name" : "",
+					"parameters" : [ "-", "-", "-", "-", "-", "-", "-", "-" ]
+				}
+
+			}
+,
+			"inherited_shortname" : 1
+		}
+,
 		"autosave" : 0,
 		"styles" : [ 			{
 				"name" : "max6box",
diff --git a/examples/tutorials/classification.maxpat b/examples/tutorials/classification.maxpat
index 4cdc643d..f2bb3790 100644
--- a/examples/tutorials/classification.maxpat
+++ b/examples/tutorials/classification.maxpat
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 2,
-			"revision" : 1,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 34.0, 87.0, 1265.0, 929.0 ],
+		"rect" : [ 234.0, 87.0, 1061.0, 694.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 12.0,
@@ -40,13 +40,265 @@
 		"assistshowspatchername" : 0,
 		"boxes" : [ 			{
 				"box" : 				{
+					"bubble" : 1,
+					"bubbleside" : 2,
+					"id" : "obj-59",
+					"linecount" : 2,
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 698.309066623449326, 217.12477120757103, 226.786815941333771, 52.0 ],
+					"text" : "switch to making predictions and play the different sounds to see the results"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+					"fontname" : "Arial Bold",
+					"hint" : "",
+					"id" : "obj-60",
+					"ignoreclick" : 1,
+					"legacytextcolor" : 1,
+					"maxclass" : "textbutton",
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+					"outlettype" : [ "", "", "int" ],
+					"parameter_enable" : 0,
+					"patching_rect" : [ 927.095882564783096, 226.377644866704941, 20.0, 20.0 ],
+					"rounded" : 60.0,
+					"text" : "6",
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+
+			}
+, 			{
+				"box" : 				{
+					"bubble" : 1,
+					"bubbleside" : 2,
+					"id" : "obj-57",
+					"linecount" : 2,
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 690.263089746236801, 352.473682999610901, 226.786815941333771, 52.0 ],
+					"text" : "click to teach mlpclassifier, repeat to get as close to zero error as possible"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+					"fontname" : "Arial Bold",
+					"hint" : "",
+					"id" : "obj-58",
+					"ignoreclick" : 1,
+					"legacytextcolor" : 1,
+					"maxclass" : "textbutton",
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+					"numoutlets" : 3,
+					"outlettype" : [ "", "", "int" ],
+					"parameter_enable" : 0,
+					"patching_rect" : [ 921.844040811061859, 365.025407195091248, 20.0, 20.0 ],
+					"rounded" : 60.0,
+					"text" : "5",
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+			}
+, 			{
+				"box" : 				{
+					"bubble" : 1,
+					"id" : "obj-55",
+					"linecount" : 4,
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 213.906431049108505, 352.473682999610901, 226.644256412982941, 64.0 ],
+					"text" : "click multiple times to add examples ensuring you don't click during silence. Repeat steps 2 to 4 for the other sound."
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
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+					"ignoreclick" : 1,
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+					"maxclass" : "textbutton",
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+					"outlettype" : [ "", "", "int" ],
+					"parameter_enable" : 0,
+					"patching_rect" : [ 442.550687462091446, 374.473682999610901, 20.0, 20.0 ],
+					"rounded" : 60.0,
+					"text" : "4",
+					"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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+
+			}
+, 			{
+				"box" : 				{
+					"bubble" : 1,
+					"bubbleside" : 2,
+					"id" : "obj-52",
+					"linecount" : 2,
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 297.728559255599976, 423.96546995639801, 131.963406026363373, 52.0 ],
+					"text" : "select the sound currently being played"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
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+					"patching_rect" : [ 431.691965281963348, 433.572774410247803, 20.0, 20.0 ],
+					"rounded" : 60.0,
+					"text" : "3",
+					"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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+			}
+, 			{
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+					"maxclass" : "comment",
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+					"numoutlets" : 0,
+					"patching_rect" : [ 806.015305578708649, 92.0, 97.157894134521484, 24.0 ],
+					"text" : "play a sound"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
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+					"text" : "audio on"
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+							"parameter_shortname" : "Gain",
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+							"parameter_unitstyle" : 4
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+,
+					"varname" : "live.gain~"
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+					"patching_rect" : [ 519.774396300315857, 287.965023547410965, 29.5, 22.0 ],
+					"text" : "t i i"
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+, 			{
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+					"maxclass" : "newobj",
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+					"outlettype" : [ "", "" ],
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+					"text" : "t s s"
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+			}
+, 			{
+				"box" : 				{
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 					"id" : "obj-44",
 					"linecount" : 2,
 					"maxclass" : "comment",
 					"numinlets" : 1,
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-					"patching_rect" : [ 677.0, 219.5, 234.0, 33.0 ],
-					"text" : "adding examples to dataset & labelset\nmaking predictions"
+					"patching_rect" : [ 638.015305578708649, 273.965023547410965, 238.333333194255829, 36.0 ],
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 			}
@@ -57,7 +309,7 @@
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 					"text" : "loadmess 0"
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@@ -72,9 +324,10 @@
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 					"outlettype" : [ "" ],
 					"parameter_enable" : 0,
-					"patching_rect" : [ 652.0, 219.5, 18.0, 34.0 ],
+					"patching_rect" : [ 621.696727275848389, 273.965023547410965, 254.0, 34.0 ],
 					"size" : 2,
-					"value" : 1
+					"value" : 1,
+					"varname" : "radiogroup"
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 			}
@@ -85,7 +338,7 @@
 					"numinlets" : 2,
 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
-					"patching_rect" : [ 652.0, 267.5, 32.0, 22.0 ],
+					"patching_rect" : [ 621.696727275848389, 318.758712887763977, 32.0, 22.0 ],
 					"text" : "gate"
 				}
 
@@ -97,7 +350,7 @@
 					"numinlets" : 2,
 					"numoutlets" : 1,
 					"outlettype" : [ "int" ],
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+					"patching_rect" : [ 519.774396300315857, 318.758712887763977, 29.5, 22.0 ],
 					"text" : "!- 1"
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@@ -110,7 +363,7 @@
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-					"patching_rect" : [ 788.0, 616.0, 24.0, 24.0 ]
+					"patching_rect" : [ 684.015305578708649, 615.560148000717163, 24.0, 24.0 ]
 				}
 
 			}
@@ -120,8 +373,7 @@
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-					"presentation_linecount" : 2,
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 					"text" : "silence:"
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@@ -133,8 +385,8 @@
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 					"outlettype" : [ "" ],
-					"patching_rect" : [ 786.0, 570.0, 120.0, 22.0 ],
-					"text" : "trombone"
+					"patching_rect" : [ 684.015305578708649, 581.04132616519928, 120.0, 22.0 ],
+					"text" : "oboe"
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@@ -144,7 +396,7 @@
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 					"outlettype" : [ "" ],
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-					"text" : "0.000697"
+					"patching_rect" : [ 684.015305578708649, 548.522504329681396, 120.0, 22.0 ],
+					"text" : "0.001205"
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@@ -167,7 +419,7 @@
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 					"numinlets" : 1,
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 					"text" : "error:"
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 					"numoutlets" : 3,
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-					"patching_rect" : [ 652.0, 485.0, 114.0, 22.0 ],
+					"patching_rect" : [ 621.696727275848389, 514.519582867622375, 114.0, 22.0 ],
 					"text" : "route predictpoint fit"
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-					"patching_rect" : [ 485.0, 221.0, 29.5, 22.0 ],
+					"patching_rect" : [ 519.774396300315857, 226.377644866704941, 29.5, 22.0 ],
 					"text" : "$1"
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 					"numoutlets" : 1,
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 					"text" : "> -30"
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-					"patching_rect" : [ 485.0, 192.0, 89.0, 22.0 ],
+					"patching_rect" : [ 519.774396300315857, 195.583955526351929, 89.0, 22.0 ],
 					"text" : "fluid.loudness~"
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+					"patching_rect" : [ 621.696727275848389, 347.758712887763977, 24.0, 24.0 ]
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 			}
@@ -251,7 +503,7 @@
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 					"text" : "qmetro 50"
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+					"patching_rect" : [ 621.696727275848389, 407.758712887763977, 124.0, 22.0 ],
 					"text" : "predictpoint timbrebuf"
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 					"text" : "fit timbredata instrlabels"
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diff --git a/examples/tutorials/corpus-explorer.maxpat b/examples/tutorials/corpus-explorer.maxpat
index 34ad45dc..ed582050 100644
--- a/examples/tutorials/corpus-explorer.maxpat
+++ b/examples/tutorials/corpus-explorer.maxpat
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@@ -2114,7 +2245,6 @@
 , 			{
 				"patchline" : 				{
 					"destination" : [ "obj-11", 0 ],
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 					"source" : [ "obj-23", 0 ]
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@@ -2122,7 +2252,7 @@
 , 			{
 				"patchline" : 				{
 					"destination" : [ "obj-43", 0 ],
-					"midpoints" : [ 76.499999666666668, 629.0, 236.0, 629.0, 236.0, 379.0, 46.499999666666668, 379.0 ],
+					"midpoints" : [ 55.499999666666668, 479.0, 215.0, 479.0, 215.0, 233.0, 25.499999666666668, 233.0 ],
 					"source" : [ "obj-23", 1 ]
 				}
 
@@ -2137,6 +2267,7 @@
 , 			{
 				"patchline" : 				{
 					"destination" : [ "obj-67", 0 ],
+					"midpoints" : [ 58.5, 81.662770562770561, 169.5, 81.662770562770561 ],
 					"source" : [ "obj-3", 1 ]
 				}
 
@@ -2164,8 +2295,8 @@
 			}
 , 			{
 				"patchline" : 				{
-					"destination" : [ "obj-55", 1 ],
-					"midpoints" : [ 298.5, 734.0, 334.5, 734.0 ],
+					"destination" : [ "obj-7", 1 ],
+					"midpoints" : [ 25.499999666666668, 663.0, 51.499999666666668, 663.0 ],
 					"order" : 0,
 					"source" : [ "obj-54", 0 ]
 				}
@@ -2173,8 +2304,7 @@
 			}
 , 			{
 				"patchline" : 				{
-					"destination" : [ "obj-55", 0 ],
-					"midpoints" : [ 298.5, 722.0, 298.5, 722.0 ],
+					"destination" : [ "obj-7", 0 ],
 					"order" : 1,
 					"source" : [ "obj-54", 0 ]
 				}
@@ -2182,7 +2312,7 @@
 			}
  ],
 		"parameters" : 		{
-			"obj-54" : [ "live.gain~", "live.gain~", 0 ],
+			"obj-54" : [ "Gain", "Gain", 0 ],
 			"parameterbanks" : 			{
 
 			}
diff --git a/examples/tutorials/regression.maxpat b/examples/tutorials/regression.maxpat
index cf56ab65..b4c94e8f 100644
--- a/examples/tutorials/regression.maxpat
+++ b/examples/tutorials/regression.maxpat
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 2,
-			"revision" : 1,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 34.0, 87.0, 1021.0, 819.0 ],
+		"rect" : [ 56.0, 87.0, 920.0, 499.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 12.0,
@@ -39,6 +39,254 @@
 		"subpatcher_template" : "",
 		"assistshowspatchername" : 0,
 		"boxes" : [ 			{
+				"box" : 				{
+					"bubble" : 1,
+					"id" : "obj-49",
+					"linecount" : 4,
+					"maxclass" : "comment",
+					"numinlets" : 1,
+					"numoutlets" : 0,
+					"patching_rect" : [ 255.5, 57.109554171562195, 111.157894134521484, 64.0 ],
+					"presentation_linecount" : 4,
+					"text" : "scroll across the 2D plane to morph between synth presets"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+					"fontname" : "Arial Bold",
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+					"id" : "obj-50",
+					"ignoreclick" : 1,
+					"legacytextcolor" : 1,
+					"maxclass" : "textbutton",
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+					"outlettype" : [ "", "", "int" ],
+					"parameter_enable" : 0,
+					"patching_rect" : [ 370.5, 77.234553098678646, 20.0, 20.0 ],
+					"rounded" : 60.0,
+					"text" : "7",
+					"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+					"fontname" : "Arial Bold",
+					"hint" : "",
+					"id" : "obj-48",
+					"ignoreclick" : 1,
+					"legacytextcolor" : 1,
+					"maxclass" : "textbutton",
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+					"numoutlets" : 3,
+					"outlettype" : [ "", "", "int" ],
+					"parameter_enable" : 0,
+					"patching_rect" : [ 129.5, 123.109554171562195, 20.0, 20.0 ],
+					"rounded" : 60.0,
+					"text" : "6",
+					"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bubble" : 1,
+					"bubbleside" : 2,
+					"id" : "obj-47",
+					"linecount" : 2,
+					"maxclass" : "comment",
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+					"numoutlets" : 0,
+					"patching_rect" : [ 20.5, 107.109554171562195, 103.786815941333771, 52.0 ],
+					"text" : "switch to predicting points"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bubble" : 1,
+					"bubbleside" : 2,
+					"id" : "obj-57",
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+					"maxclass" : "comment",
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+					"numoutlets" : 0,
+					"patching_rect" : [ 191.5, 235.834958897564263, 157.786815941333771, 66.0 ],
+					"presentation_linecount" : 2,
+					"text" : "click to teach mlpregressor, repeat to get as close to zero error as possible"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
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+					"ignoreclick" : 1,
+					"legacytextcolor" : 1,
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+					"outlettype" : [ "", "", "int" ],
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+					"patching_rect" : [ 353.0, 258.834958897564263, 20.0, 20.0 ],
+					"rounded" : 60.0,
+					"text" : "5",
+					"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+				}
+
+			}
+, 			{
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+					"bubble" : 1,
+					"id" : "obj-43",
+					"linecount" : 2,
+					"maxclass" : "comment",
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+					"numoutlets" : 0,
+					"patching_rect" : [ 629.379370093345642, 77.234553098678646, 148.157894134521484, 37.0 ],
+					"presentation_linecount" : 4,
+					"text" : "adjust parameters for the chaotic synth"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+					"fontname" : "Arial Bold",
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+					"ignoreclick" : 1,
+					"legacytextcolor" : 1,
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+					"outlettype" : [ "", "", "int" ],
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+					"patching_rect" : [ 782.541650891304016, 85.734553098678646, 20.0, 20.0 ],
+					"rounded" : 60.0,
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+			}
+, 			{
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+					"numoutlets" : 0,
+					"patching_rect" : [ 651.124983668327332, 273.359403342008648, 195.157894134521484, 51.0 ],
+					"presentation_linecount" : 11,
+					"text" : "click to add the settings to the datasets. repeat steps 2 to 4 to add more data to the datasets"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+					"fontname" : "Arial Bold",
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+					"id" : "obj-40",
+					"ignoreclick" : 1,
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+					"maxclass" : "textbutton",
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+					"parameter_enable" : 0,
+					"patching_rect" : [ 850.291538715362549, 288.859403342008648, 20.0, 20.0 ],
+					"rounded" : 60.0,
+					"text" : "4",
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+			}
+, 			{
+				"box" : 				{
+					"bubble" : 1,
+					"id" : "obj-33",
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+					"maxclass" : "comment",
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+					"patching_rect" : [ 255.5, 18.109554171562195, 111.157894134521484, 37.0 ],
+					"presentation_linecount" : 4,
+					"text" : "choose a point of the 2D plane"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
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+					"rounded" : 60.0,
+					"text" : "2",
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+
+			}
+, 			{
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+					"bubbleside" : 3,
+					"id" : "obj-31",
+					"maxclass" : "comment",
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+					"numoutlets" : 0,
+					"patching_rect" : [ 362.3004230260849, 433.834958897564263, 80.157894134521484, 24.0 ],
+					"text" : "audio on"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
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+					"text" : "1",
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+			}
+, 			{
+				"box" : 				{
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+					"maxclass" : "ezdac~",
+					"numinlets" : 2,
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+			}
+, 			{
 				"box" : 				{
 					"id" : "obj-29",
 					"maxclass" : "button",
@@ -46,7 +294,7 @@
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 					"outlettype" : [ "bang" ],
 					"parameter_enable" : 0,
-					"patching_rect" : [ 74.0, 316.0, 24.0, 24.0 ]
+					"patching_rect" : [ 164.5, 204.109554171562195, 24.0, 24.0 ]
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 			}
@@ -57,20 +305,22 @@
 					"numinlets" : 1,
 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
-					"patching_rect" : [ 302.5, 61.0, 70.0, 22.0 ],
+					"patching_rect" : [ 20.5, 163.109554171562195, 70.0, 22.0 ],
 					"text" : "loadmess 0"
 				}
 
 			}
 , 			{
 				"box" : 				{
+					"fontsize" : 13.0,
 					"id" : "obj-18",
 					"linecount" : 2,
 					"maxclass" : "comment",
 					"numinlets" : 1,
 					"numoutlets" : 0,
-					"patching_rect" : [ 328.0, 91.0, 100.0, 33.0 ],
-					"text" : "selecting points\npredicting points"
+					"patching_rect" : [ 34.5, 195.942887504895566, 109.0, 36.0 ],
+					"text" : "-Selecting points\n-Predicting points",
+					"textcolor" : [ 1.0, 1.0, 1.0, 1.0 ]
 				}
 
 			}
@@ -81,7 +331,7 @@
 					"numinlets" : 2,
 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
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+					"patching_rect" : [ 20.5, 242.77622083822888, 163.0, 22.0 ],
 					"text" : "gate"
 				}
 
@@ -96,9 +346,9 @@
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 					"outlettype" : [ "" ],
 					"parameter_enable" : 0,
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+					"patching_rect" : [ 20.5, 196.942887504895538, 123.0, 34.0 ],
 					"size" : 2,
-					"value" : 1
+					"value" : 0
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 			}
@@ -109,7 +359,7 @@
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 					"numoutlets" : 1,
 					"outlettype" : [ "list" ],
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+					"patching_rect" : [ 444.458317160606384, 46.234553098678589, 183.0, 22.0 ],
 					"text" : "fluid.buf2list @source paramsbuf"
 				}
 
@@ -117,12 +367,11 @@
 , 			{
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-					"linecount" : 2,
 					"maxclass" : "message",
 					"numinlets" : 2,
 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
-					"patching_rect" : [ 302.5, 379.0, 96.5, 35.0 ],
+					"patching_rect" : [ 36.5, 397.026070008675219, 131.0, 22.0 ],
 					"text" : "predictpoint paramsbuf"
 				}
 
@@ -134,7 +383,7 @@
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 					"outlettype" : [ "bang", "" ],
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+					"patching_rect" : [ 444.458317160606384, 18.109554171562195, 89.0, 22.0 ],
 					"text" : "sel predictpoint"
 				}
 
@@ -146,7 +395,7 @@
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 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
-					"patching_rect" : [ 302.5, 172.0, 163.0, 22.0 ],
+					"patching_rect" : [ 20.5, 302.359403342008591, 163.0, 22.0 ],
 					"text" : "predictpoint xybuf paramsbuf"
 				}
 
@@ -158,7 +407,7 @@
 					"numinlets" : 2,
 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
-					"patching_rect" : [ 337.5, 207.0, 123.0, 22.0 ],
+					"patching_rect" : [ 191.5, 302.359403342008591, 123.0, 22.0 ],
 					"text" : "fit xydata paramsdata"
 				}
 
@@ -170,7 +419,7 @@
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 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
-					"patching_rect" : [ 102.0, 509.0, 35.0, 22.0 ],
+					"patching_rect" : [ 830.291538715362549, 390.388292230897434, 35.0, 22.0 ],
 					"text" : "clear"
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@@ -182,7 +431,7 @@
 					"numinlets" : 2,
 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
-					"patching_rect" : [ 63.0, 509.0, 32.0, 22.0 ],
+					"patching_rect" : [ 791.291538715362549, 390.388292230897434, 32.0, 22.0 ],
 					"text" : "print"
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@@ -194,7 +443,7 @@
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 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
-					"patching_rect" : [ 141.0, 482.0, 103.0, 22.0 ],
+					"patching_rect" : [ 526.624983668327332, 390.388292230897434, 103.0, 22.0 ],
 					"text" : "addpoint $1 xybuf"
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@@ -206,7 +455,7 @@
 					"numinlets" : 2,
 					"numoutlets" : 1,
 					"outlettype" : [ "" ],
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 					"text" : "addpoint $1 paramsbuf"
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@@ -218,7 +467,7 @@
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 					"numoutlets" : 2,
 					"outlettype" : [ "", "" ],
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 					"text" : "fluid.dataset~ paramsdata"
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 					"text" : "fluid.dataset~ xydata"
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+					"patching_rect" : [ 526.624983668327332, 356.441625564230833, 162.0, 22.0 ],
 					"text" : "combine point- s @triggers 1"
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 					"text" : "counter"
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@@ -265,8 +514,8 @@
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-					"text" : "add in / out pair"
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+					"text" : "Add in / out pair"
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@@ -278,7 +527,7 @@
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 					"text" : "fluid.list2buf @destination paramsbuf"
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 					"text" : "vexpr $i1 / 127."
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@@ -325,7 +574,7 @@
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@@ -337,7 +586,7 @@
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@@ -349,21 +598,10 @@
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-					"patching_rect" : [ 74.0, 286.0, 177.0, 22.0 ],
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 					"text" : "fluid.list2buf @destination xybuf"
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@@ -406,6 +644,7 @@
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@@ -413,7 +652,7 @@
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@@ -431,8 +670,8 @@
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 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 2,
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 							"modernui" : 1
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-									"bgcolor" : [ 1.0, 1.0, 1.0, 0.5 ]
+									"bgcolor" : [ 1.0, 1.0, 1.0, 0.5 ],
+									"textcolor_inverse" : [ 0.0, 0.0, 0.0, 1.0 ]
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 ,
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@@ -2066,13 +2305,13 @@
 								"name" : "max6message",
 								"default" : 								{
 									"bgfillcolor" : 									{
-										"type" : "gradient",
+										"angle" : 270.0,
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+										"color" : [ 0.290196, 0.309804, 0.301961, 1.0 ],
 										"color1" : [ 0.866667, 0.866667, 0.866667, 1.0 ],
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-										"angle" : 270.0,
 										"proportion" : 0.39,
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+										"type" : "gradient"
 									}
 ,
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@@ -2093,7 +2332,7 @@
  ]
 					}
 ,
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 					"saved_object_attributes" : 					{
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@@ -2113,19 +2352,20 @@
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 				}
 
 			}
 , 			{
 				"box" : 				{
+					"color" : [ 1.0, 0.709803921568627, 0.196078431372549, 1.0 ],
 					"id" : "obj-4",
-					"linecount" : 7,
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 					"numinlets" : 1,
 					"numoutlets" : 2,
 					"outlettype" : [ "", "" ],
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+					"patching_rect" : [ 20.5, 336.192736675341905, 294.0, 49.0 ],
 					"text" : "fluid.mlpregressor~ @hiddenlayers 3 @activation 1 @outputactivation 1 @batchsize 1 @maxiter 10000 @learnrate 0.1 @validation 0"
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@@ -2138,10 +2378,61 @@
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 					"numinlets" : 1,
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+					"patching_rect" : [ 20.5, 18.109554171562195, 100.0, 28.0 ],
 					"text" : "Regression"
 				}
 
+			}
+, 			{
+				"box" : 				{
+					"angle" : 270.0,
+					"border" : 2,
+					"bordercolor" : [ 0.247058823529412, 0.635294117647059, 0.686274509803922, 1.0 ],
+					"grad1" : [ 0.301961, 0.301961, 0.301961, 0.0 ],
+					"grad2" : [ 0.2, 0.2, 0.2, 0.0 ],
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+					"maxclass" : "panel",
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+			}
+, 			{
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+			}
+, 			{
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+					"grad1" : [ 0.301961, 0.301961, 0.301961, 0.0 ],
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+					"proportion" : 0.5
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 			}
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 		"lines" : [ 			{
@@ -2168,6 +2459,7 @@
 , 			{
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 					"source" : [ "obj-14", 0 ]
 				}
@@ -2254,6 +2546,7 @@
 , 			{
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@@ -2268,6 +2561,7 @@
 , 			{
 				"patchline" : 				{
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@@ -2275,6 +2569,7 @@
 , 			{
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@@ -2305,7 +2600,6 @@
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@@ -2313,7 +2607,7 @@
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@@ -2322,7 +2616,7 @@
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+					"midpoints" : [ 800.791538715362549, 417.861625564230792, 662.541650891304016, 417.861625564230792 ],
 					"order" : 0,
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@@ -2331,7 +2625,7 @@
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 				"patchline" : 				{
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@@ -2340,7 +2634,7 @@
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+					"midpoints" : [ 839.791538715362549, 417.861625564230792, 662.541650891304016, 417.861625564230792 ],
 					"order" : 0,
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 				}
@@ -2349,6 +2643,7 @@
 , 			{
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@@ -2363,7 +2658,6 @@
 , 			{
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@@ -2371,6 +2665,7 @@
 , 			{
 				"patchline" : 				{
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@@ -2379,6 +2674,7 @@
 , 			{
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 				}
@@ -2436,6 +2732,7 @@
 , 			{
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 					"source" : [ "obj-94", 1 ]
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@@ -2457,34 +2754,13 @@
 			"inherited_shortname" : 1
 		}
 ,
-		"dependency_cache" : [ 			{
-				"name" : "fluid.libmanipulation.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.loudness~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.list2buf.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.libmanipulation.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.buf2list.mxo",
-				"type" : "iLaX"
-			}
- ],
 		"autosave" : 0,
 		"styles" : [ 			{
 				"name" : "max6box",
 				"default" : 				{
 					"accentcolor" : [ 0.8, 0.839216, 0.709804, 1.0 ],
-					"textcolor_inverse" : [ 0.0, 0.0, 0.0, 1.0 ],
-					"bgcolor" : [ 1.0, 1.0, 1.0, 0.5 ]
+					"bgcolor" : [ 1.0, 1.0, 1.0, 0.5 ],
+					"textcolor_inverse" : [ 0.0, 0.0, 0.0, 1.0 ]
 				}
 ,
 				"parentstyle" : "",
@@ -2503,13 +2779,13 @@
 				"name" : "max6message",
 				"default" : 				{
 					"bgfillcolor" : 					{
-						"type" : "gradient",
+						"angle" : 270.0,
+						"autogradient" : 0,
+						"color" : [ 0.290196, 0.309804, 0.301961, 1.0 ],
 						"color1" : [ 0.866667, 0.866667, 0.866667, 1.0 ],
 						"color2" : [ 0.788235, 0.788235, 0.788235, 1.0 ],
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-						"angle" : 270.0,
 						"proportion" : 0.39,
-						"autogradient" : 0
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 ,
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diff --git a/extras/Fluid Corpus Manipulation Toolkit.maxpat b/extras/Fluid Corpus Manipulation Toolkit.maxpat
index 968d7dc7..5527ef05 100644
--- a/extras/Fluid Corpus Manipulation Toolkit.maxpat	
+++ b/extras/Fluid Corpus Manipulation Toolkit.maxpat	
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 3,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 35.0, 88.0, 890.0, 777.0 ],
+		"rect" : [ 34.0, 87.0, 890.0, 780.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 1,
 		"default_fontsize" : 12.0,
@@ -50,14 +50,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 35.0, 114.0, 890.0, 751.0 ],
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 						"bglocked" : 0,
 						"openinpresentation" : 1,
 						"default_fontsize" : 12.0,
@@ -160,19 +160,19 @@
 									"maxclass" : "bpatcher",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"offset" : [ -825.0, 0.0 ],
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 									"patcher" : 									{
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 										"appversion" : 										{
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-											"minor" : 3,
-											"revision" : 3,
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 											"architecture" : "x64",
 											"modernui" : 1
 										}
 ,
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@@ -201,6 +201,27 @@
 										"subpatcher_template" : "",
 										"assistshowspatchername" : 0,
 										"boxes" : [ 											{
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+													"justification" : 1,
+													"linecolor" : [ 0.647058823529412, 0.647058823529412, 0.647058823529412, 1.0 ],
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+															"expression" : "themecolor.live_assignment_text_bg"
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+
+													}
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+
+											}
+, 											{
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 													"maxclass" : "newobj",
@@ -433,7 +454,7 @@
 													"id" : "obj-73",
 													"maxclass" : "live.tab",
 													"num_lines_patching" : 7,
-													"num_lines_presentation" : 10,
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 													"numinlets" : 1,
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 													"outlettype" : [ "", "", "float" ],
@@ -447,9 +468,9 @@
 														}
 ,
 														"valueof" : 														{
-															"parameter_enum" : [ "fluid.ampfeature~", "fluid.chroma~", "fluid.loudness~", "fluid.melbands~", "fluid.mfcc~", "fluid.pitch~", "fluid.noveltyfeature~", "fluid.onsetfeature~", "fluid.pitch~", "fluid.spectralshape~" ],
+															"parameter_enum" : [ "fluid.bufnmf~", "fluid.sines~", "fluid.transients~", "fluid.hpss~", "fluid.nmfmorph~", "fluid.bufnmfcross~", "fluid.audiotransport~" ],
 															"parameter_longname" : "live.tab[8]",
-															"parameter_mmax" : 9,
+															"parameter_mmax" : 6,
 															"parameter_shortname" : "live.tab",
 															"parameter_type" : 2,
 															"parameter_unitstyle" : 9
@@ -589,7 +610,7 @@
 														"Audio-Reactive" : "audioreactive.maxpat",
 														"Autoencoder" : "autoencoder.maxpat",
 														"Composing Buffers" : "bufcompose-example.maxpat",
-														"JIT NMF" : "nmf-jit.maxpat",
+														"NMF" : "jit-nmf-header.maxpat",
 														"Intelligent Slicing" : "intelligent-slicing-linear-regression.maxpat"
 													}
 ,
@@ -640,8 +661,8 @@
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 														"appversion" : 														{
 															"major" : 8,
-															"minor" : 3,
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@@ -742,15 +763,15 @@
 																	"fontname" : "Lato",
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 																	"id" : "obj-90",
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-																	"presentation_linecount" : 3,
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-																	"text" : "Analysing pitch is a complex problem to solve. This example shows how by using some statistical inferences, the true value of pitch can be more accurately measured.",
+																	"presentation_linecount" : 4,
+																	"presentation_rect" : [ 5.0, 5.0, 360.0, 74.0 ],
+																	"text" : "fluid.bufnmf~ is a relatively heavy object in terms of processing. However, you can tune it to work in a more lightweight manner, facilitating all sorts of 'just in time' approaches. This tab will take you to a handful of examples.",
 																	"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
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@@ -840,7 +861,7 @@
 														"Audio-Reactive" : "The FluCoMa toolkit is designed to be modular, so that small parts of it can be useful. This example shows how slicing and 'features' can make a cute audio-reactive patch.",
 														"Autoencoder" : "A neural network typically learns some relationship between input and output data. It can also learn the relationship between the same set of data in a lower or higher dimensional space. 'Autoencoding' is demonstrated here, where a lower-dimensional space is constructed by asking the multilayer perceptron to regress with the same fluid.dataset~ as the input and output.",
 														"Composing Buffers" : "Because FluCoMa relies on the buffer~ object so heavily, fluid.bufcompose~, a utility object for manipulating the content of buffers~ had to exist. This example shows how you can use this low-level object to build abstractions for transforming the contents of buffers~ intuitively.",
-														"JIT NMF" : "fluid.bufnmf~ is a relatively heavy object in terms of processing. However, you can tune it to work in a more lightweight manner, facilitating all sorts of 'just in time' approaches. This example demonstrates just one that could be used.",
+														"NMF" : "fluid.bufnmf~ is a relatively heavy object in terms of processing. However, you can tune it to work in a more lightweight manner, facilitating all sorts of 'just in time' approaches. This tab will take you to a handful of examples.",
 														"Piano Classifier" : "By pushing the fluid.bufnmf~ object to the limit, this example demonstrates how each note on the piano can be detected by training an individual 'component' on each note. A live signal is then used to drive classification of those notes, culminating in a robust polyphonic 'pitch tracker'.",
 														"Intelligent Slicing" : "All of the slicing objects in FluCoMa ask for parameters and give you some segmentation results back. Sometimes you might want to slice according to a number of slices, so that you can achieve a certain density of segmentation for example. This example demonstrates how you can hack around the objects to customise the way they slice.",
 														"NMF Classifier" : "fluid.bufnmf~ can be used to create 'spectral templates' that can then be used as the foundation of a classifier. This example shows how that works using three distinct classes in realtime.",
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 														"appversion" : 														{
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 															"architecture" : "x64",
 															"modernui" : 1
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 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
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 															"modernui" : 1
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@@ -2305,8 +2326,8 @@
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 														"appversion" : 														{
 															"major" : 8,
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 															"modernui" : 1
 														}
@@ -2528,7 +2549,7 @@
 														}
 ,
 														"valueof" : 														{
-															"parameter_enum" : [ "Analysing Pitch", "Audio-Reactive", "Autoencoder", "Composing Buffers", "JIT NMF", "Intelligent Slicing" ],
+															"parameter_enum" : [ "Analysing Pitch", "Audio-Reactive", "Autoencoder", "Composing Buffers", "NMF", "Intelligent Slicing" ],
 															"parameter_longname" : "live.tab[1]",
 															"parameter_mmax" : 5,
 															"parameter_shortname" : "live.tab",
@@ -2589,8 +2610,8 @@
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 														"appversion" : 														{
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@@ -2921,8 +2942,8 @@
 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
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@@ -3023,15 +3044,15 @@
 																	"fontname" : "Lato",
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 																	"id" : "obj-90",
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 																	"numinlets" : 1,
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 																	"presentation" : 1,
-																	"presentation_linecount" : 4,
-																	"presentation_rect" : [ 5.0, 5.0, 352.0, 74.0 ],
-																	"text" : "The foundation of many sound corpora workflows is to first analyse the corpus using audio-descriptors. This collection of objects encapsulate several useful algorithms for doing this in realtime and in non-realtime using buffers~.",
+																	"presentation_linecount" : 7,
+																	"presentation_rect" : [ 5.0, 5.0, 352.0, 124.0 ],
+																	"text" : "Slicing, segmenting, chopping, or dividing. These words all refer to the same type of process in which a sound is separated into 'chunks' or 'slices' across time. Each of these objects embodies a different model of listening for identifying 'slice points'. In other words, different types of change can be measured and used to determine how to segment a sound.",
 																	"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
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@@ -3152,14 +3173,14 @@
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 														"appversion" : 														{
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 																		"appversion" : 																		{
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@@ -3446,14 +3467,14 @@
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 																		"appversion" : 																		{
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 ,
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@@ -3515,9 +3536,9 @@
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+																					"presentation_rect" : [ 253.0, 117.0, 92.0, 21.0 ],
 																					"text" : "Corpus Building",
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@@ -3545,24 +3566,24 @@
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 ,
 																						"valueof" : 																						{
-																							"parameter_enum" : [ "fluid.plotter", "fluid.waveform~" ],
+																							"parameter_enum" : [ "fluid.plotter", "fluid.jit.plotter", "fluid.waveform~" ],
 																							"parameter_longname" : "live.tab[35]",
-																							"parameter_mmax" : 1,
+																							"parameter_mmax" : 2,
 																							"parameter_shortname" : "live.tab",
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 																							"parameter_unitstyle" : 9
@@ -3581,8 +3602,8 @@
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@@ -3598,7 +3619,7 @@
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 																							"parameter_longname" : "live.tab[36]",
-																							"parameter_mmax" : 8,
+																							"parameter_mmax" : 7,
 																							"parameter_shortname" : "live.tab",
 																							"parameter_type" : 2,
 																							"parameter_unitstyle" : 9
@@ -3623,9 +3644,9 @@
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 																			"modernui" : 1
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@@ -4771,8 +4792,8 @@
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 															"modernui" : 1
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@@ -5794,7 +5815,6 @@
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 ,
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diff --git a/help/fluid.ampfeature~.maxhelp b/help/fluid.ampfeature~.maxhelp
index f705cd33..26bbcb44 100644
--- a/help/fluid.ampfeature~.maxhelp
+++ b/help/fluid.ampfeature~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
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 			"architecture" : "x64",
 			"modernui" : 1
 		}
@@ -51,8 +51,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
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+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -111,7 +111,6 @@
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 									"maxclass" : "comment",
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@@ -583,8 +582,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
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+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
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diff --git a/help/fluid.ampgate~.maxhelp b/help/fluid.ampgate~.maxhelp
index d40e3ba4..f3003bb2 100644
--- a/help/fluid.ampgate~.maxhelp
+++ b/help/fluid.ampgate~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
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+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 100.0, 100.0, 991.0, 682.0 ],
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@@ -39,7 +39,6 @@
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@@ -51,14 +50,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
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+							"minor" : 5,
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 ,
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@@ -86,9 +85,34 @@
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 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
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+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
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+
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+, 							{
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@@ -1108,8 +1131,8 @@
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diff --git a/help/fluid.ampslice~.maxhelp b/help/fluid.ampslice~.maxhelp
index dd6da2bc..e963a368 100644
--- a/help/fluid.ampslice~.maxhelp
+++ b/help/fluid.ampslice~.maxhelp
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 		"fileversion" : 1,
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 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 35.0, 88.0, 829.0, 678.0 ],
+		"rect" : [ 194.0, 132.0, 829.0, 678.0 ],
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@@ -39,7 +39,6 @@
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@@ -51,14 +50,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 35.0, 114.0, 829.0, 652.0 ],
+						"rect" : [ 0.0, 26.0, 829.0, 652.0 ],
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@@ -86,7 +85,6 @@
 						"style" : "",
 						"subpatcher_template" : "",
 						"showontab" : 1,
-						
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
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@@ -480,14 +478,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 829.0, 652.0 ],
+						"rect" : [ 194.0, 158.0, 829.0, 652.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 12.0,
@@ -515,9 +513,33 @@
 						"style" : "",
 						"subpatcher_template" : "",
 						"showontab" : 1,
-						
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"fontsize" : 13.0,
+									"id" : "obj-6",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 307.0, 520.0, 138.0, 21.0 ],
+									"text" : "Reset impulse counter",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-5",
+									"maxclass" : "message",
+									"numinlets" : 2,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 270.0, 520.0, 35.0, 22.0 ],
+									"text" : "set 0"
+								}
+
+							}
+, 							{
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 									"id" : "obj-15",
@@ -573,8 +595,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1294,6 +1316,14 @@
 									"source" : [ "obj-45", 0 ]
 								}
 
+							}
+, 							{
+								"patchline" : 								{
+									"destination" : [ "obj-10", 0 ],
+									"midpoints" : [ 279.5, 545.5, 239.5, 545.5 ],
+									"source" : [ "obj-5", 0 ]
+								}
+
 							}
 , 							{
 								"patchline" : 								{
@@ -1384,8 +1414,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
diff --git a/help/fluid.audiotransport~.maxhelp b/help/fluid.audiotransport~.maxhelp
index dd13408a..e46a2285 100644
--- a/help/fluid.audiotransport~.maxhelp
+++ b/help/fluid.audiotransport~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 35.0, 88.0, 832.0, 720.0 ],
+		"rect" : [ 405.0, 89.0, 653.0, 720.0 ],
 		"bglocked" : 0,
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 		"default_fontsize" : 12.0,
@@ -50,14 +50,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 35.0, 114.0, 832.0, 694.0 ],
+						"rect" : [ 405.0, 115.0, 653.0, 694.0 ],
 						"bglocked" : 0,
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 						"default_fontsize" : 13.0,
@@ -554,6 +554,14 @@
 									"source" : [ "obj-7", 0 ]
 								}
 
+							}
+, 							{
+								"patchline" : 								{
+									"destination" : [ "obj-19", 0 ],
+									"midpoints" : [ 409.5, 438.600000000000023, 279.5, 438.600000000000023 ],
+									"source" : [ "obj-9", 0 ]
+								}
+
 							}
  ],
 						"styles" : [ 							{
@@ -631,14 +639,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 832.0, 694.0 ],
+						"rect" : [ 0.0, 26.0, 653.0, 694.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -1078,14 +1086,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 832.0, 694.0 ],
+						"rect" : [ 0.0, 26.0, 653.0, 694.0 ],
 						"bglocked" : 0,
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diff --git a/help/fluid.buf2list.maxhelp b/help/fluid.buf2list.maxhelp
index fa543413..7a2b88e1 100644
--- a/help/fluid.buf2list.maxhelp
+++ b/help/fluid.buf2list.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
@@ -50,8 +50,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -107,7 +107,7 @@
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
 									"patching_rect" : [ 110.0, 250.0, 117.0, 23.0 ],
-									"text" : "buffer u331005129"
+									"text" : "buffer u064009041"
 								}
 
 							}
@@ -152,11 +152,13 @@
 , 							{
 								"box" : 								{
 									"id" : "obj-7",
+									"linecount" : 2,
 									"maxclass" : "message",
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 50.0, 380.0, 514.0, 23.0 ]
+									"patching_rect" : [ 50.0, 380.0, 514.0, 38.0 ],
+									"text" : "-26.493025 9.522013 10.670277 15.141257 -2.881981 -1.405288 -5.336903 -1.311817 -3.925783 0.707925 1.762497 1.237725 1.939072"
 								}
 
 							}
@@ -303,8 +305,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -381,14 +383,15 @@
 							}
 , 							{
 								"box" : 								{
+									"fontface" : 1,
 									"id" : "obj-6",
 									"linecount" : 7,
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 312.0, 365.0, 262.0, 108.0 ],
+									"patching_rect" : [ 311.0, 352.0, 264.0, 108.0 ],
 									"text" : "Be aware that the maximum list size in Max is 32767. The object will not try to read more than that. By default it reads only 256 values much like the zl family of objects. Providing a first argument to increase this maximum is essential if you need a bigger input maximum size.",
-									"textcolor" : [ 0.129412, 0.129412, 0.129412, 0.5 ]
+									"textcolor" : [ 0.129411764705882, 0.129411764705882, 0.129411764705882, 1.0 ]
 								}
 
 							}
@@ -431,6 +434,7 @@
 , 							{
 								"box" : 								{
 									"id" : "obj-11",
+									"ignoreclick" : 1,
 									"maxclass" : "multislider",
 									"numinlets" : 1,
 									"numoutlets" : 2,
diff --git a/help/fluid.bufampfeature~.maxhelp b/help/fluid.bufampfeature~.maxhelp
index 22fc4b57..acc2a08e 100644
--- a/help/fluid.bufampfeature~.maxhelp
+++ b/help/fluid.bufampfeature~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
@@ -61,8 +61,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -98,6 +98,39 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bubble" : 1,
+									"bubbleside" : 0,
+									"id" : "obj-9",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 143.0, 144.0, 109.0, 39.0 ],
+									"text" : "Choose a source"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-10",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 253.0, 161.0, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"args" : [ "ampfeature" ],
 									"bgmode" : 0,
@@ -189,7 +222,7 @@
 									"parameter_enable" : 0,
 									"patching_rect" : [ 254.0, 208.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
-									"text" : "1",
+									"text" : "2",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
 								}
 
@@ -309,8 +342,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -824,8 +857,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
diff --git a/help/fluid.bufampgate~.maxhelp b/help/fluid.bufampgate~.maxhelp
index 5e2119eb..a96f8e35 100644
--- a/help/fluid.bufampgate~.maxhelp
+++ b/help/fluid.bufampgate~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
@@ -61,8 +61,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -98,6 +98,39 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-3",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 555.0, 85.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bubble" : 1,
+									"id" : "obj-7",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 312.0, 83.0, 241.0, 25.0 ],
+									"presentation_linecount" : 3,
+									"text" : "choose a source (or keep the default)"
+								}
+
+							}
+, 							{
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 									"maxclass" : "comment",
@@ -157,8 +190,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -416,7 +449,7 @@
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 									"patching_rect" : [ 163.0, 182.5, 20.0, 20.0 ],
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-									"text" : "1",
+									"text" : "2",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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@@ -613,8 +646,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
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+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
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@@ -896,8 +929,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
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+											"minor" : 5,
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 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1328,14 +1361,14 @@
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 						"appversion" : 						{
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-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
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@@ -1365,6 +1398,58 @@
 						"showontab" : 1,
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 						"boxes" : [ 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-13",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
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+									"text" : "4",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-11",
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+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
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+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 605.0, 154.0, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bubble" : 1,
+									"id" : "obj-12",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 362.0, 151.5, 241.0, 25.0 ],
+									"text" : "choose a source (or keep the default)"
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"border" : 0,
 									"filename" : "helpargs.js",
@@ -1414,7 +1499,7 @@
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 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 623.5, 410.0, 20.0, 20.0 ],
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 									"rounded" : 60.0,
 									"text" : "2",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -1446,7 +1531,7 @@
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-									"patching_rect" : [ 729.0, 242.5, 20.0, 20.0 ],
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 									"rounded" : 60.0,
 									"text" : "3",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -1477,26 +1562,6 @@
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
 
-							}
-, 							{
-								"box" : 								{
-									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
-									"fontname" : "Arial Bold",
-									"hint" : "",
-									"id" : "obj-36",
-									"ignoreclick" : 1,
-									"legacytextcolor" : 1,
-									"maxclass" : "textbutton",
-									"numinlets" : 1,
-									"numoutlets" : 3,
-									"outlettype" : [ "", "", "int" ],
-									"parameter_enable" : 0,
-									"patching_rect" : [ 213.0, 232.5, 20.0, 20.0 ],
-									"rounded" : 60.0,
-									"text" : "1",
-									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
-								}
-
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 , 							{
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@@ -1560,8 +1625,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -2240,8 +2305,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -2455,8 +2520,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -3057,8 +3122,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
diff --git a/help/fluid.bufampslice~.maxhelp b/help/fluid.bufampslice~.maxhelp
index 1a052dc7..52ce71a3 100644
--- a/help/fluid.bufampslice~.maxhelp
+++ b/help/fluid.bufampslice~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 78.0, 100.0, 779.0, 665.0 ],
+		"rect" : [ 78.0, 100.0, 808.0, 665.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 13.0,
@@ -61,14 +61,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 779.0, 639.0 ],
+						"rect" : [ 0.0, 26.0, 808.0, 639.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -98,6 +98,172 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"fontsize" : 13.0,
+									"hint" : "",
+									"id" : "obj-15",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 210.0, 233.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "3",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"fontsize" : 13.0,
+									"hint" : "",
+									"id" : "obj-13",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 294.0, 355.0, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "5",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"fontsize" : 13.0,
+									"hint" : "",
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+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
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+									"outlettype" : [ "", "", "int" ],
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+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"fontsize" : 13.0,
+									"hint" : "",
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+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 219.0, 103.0, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "2",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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+
+							}
+, 							{
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+									"fontsize" : 13.0,
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+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 40.0, 100.0, 177.0, 25.0 ],
+									"text" : "Segment the source audio"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
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+									"fontsize" : 13.0,
+									"hint" : "",
+									"id" : "obj-6",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 780.0, 110.0, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "6",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bubble" : 1,
+									"fontsize" : 13.0,
+									"id" : "obj-3",
+									"linecount" : 2,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 650.0, 100.0, 130.0, 40.0 ],
+									"text" : "Select a segment to play back"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"fontsize" : 13.0,
+									"hint" : "",
+									"id" : "obj-25",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 725.0, 252.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bubble" : 1,
+									"fontsize" : 13.0,
+									"id" : "obj-4",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 635.0, 250.0, 88.0, 25.0 ],
+									"text" : "Start audio"
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"fontsize" : 13.0,
 									"id" : "obj-29",
@@ -109,8 +275,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -495,7 +661,7 @@
  ]
 									}
 ,
-									"patching_rect" : [ 620.0, 140.0, 104.0, 23.0 ],
+									"patching_rect" : [ 590.0, 140.0, 104.0, 23.0 ],
 									"saved_object_attributes" : 									{
 										"description" : "",
 										"digest" : "",
@@ -527,7 +693,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 300.0, 330.0, 327.0, 50.0 ],
+									"patching_rect" : [ 318.0, 340.0, 327.0, 50.0 ],
 									"text" : "This makes both envelopes in the internal tracking slower than the default, meaning it is less nervous but also less precise.",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
@@ -540,7 +706,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 240.0, 259.0, 326.0, 65.0 ],
+									"patching_rect" : [ 263.0, 269.0, 326.0, 65.0 ],
 									"text" : "Small changes in thresholds can have a drastic effect.  This increases the amount of energy required for an onset meaning less quiet (potentially erroneous) sounds are detected.",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
@@ -553,7 +719,7 @@
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 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 95.0, 280.0, 134.0, 23.0 ],
+									"patching_rect" : [ 100.0, 290.0, 134.0, 23.0 ],
 									"text" : "onthreshold 3.5, bang"
 								}
 
@@ -565,7 +731,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 212.0, 213.5, 329.0, 36.0 ],
+									"patching_rect" : [ 230.0, 227.0, 329.0, 36.0 ],
 									"text" : "Adding a minimum slice length is always a good idea for debouncing the time between onsets",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
@@ -578,7 +744,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 50.0, 220.0, 160.0, 23.0 ],
+									"patching_rect" : [ 48.5, 233.5, 160.0, 23.0 ],
 									"text" : "minslicelength 4410, bang"
 								}
 
@@ -591,7 +757,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 150.0, 330.0, 140.0, 81.0 ],
+									"patching_rect" : [ 150.0, 340.0, 140.0, 81.0 ],
 									"text" : "slowrampup 1000, slowrampdown 1000, fastrampup 100, fastrampdown 100, bang"
 								}
 
@@ -603,7 +769,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 40.0, 140.0, 542.0, 65.0 ],
+									"patching_rect" : [ 40.0, 160.0, 542.0, 65.0 ],
 									"text" : "This is a small selection of ways that the algorithm can be tuned to be less or more sensitive.\n\nThe default settings here that have been set are incredibly sensitive. Sometimes oversegmenting little hits.",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
@@ -616,7 +782,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 620.0, 80.0, 75.0, 23.0 ],
+									"patching_rect" : [ 590.0, 80.0, 75.0, 23.0 ],
 									"text" : "loadmess 0"
 								}
 
@@ -631,7 +797,7 @@
 									"orientation" : 1,
 									"outlettype" : [ "signal", "signal", "", "float", "list" ],
 									"parameter_enable" : 1,
-									"patching_rect" : [ 620.0, 180.0, 136.0, 47.0 ],
+									"patching_rect" : [ 590.0, 180.0, 136.0, 47.0 ],
 									"saved_attribute_attributes" : 									{
 										"valueof" : 										{
 											"parameter_longname" : "live.gain~[1]",
@@ -657,7 +823,7 @@
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 									"outlettype" : [ "", "bang" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 620.0, 115.0, 52.0, 23.0 ]
+									"patching_rect" : [ 590.0, 115.0, 52.0, 23.0 ]
 								}
 
 							}
@@ -668,7 +834,7 @@
 									"maxclass" : "ezdac~",
 									"numinlets" : 2,
 									"numoutlets" : 0,
-									"patching_rect" : [ 620.0, 240.0, 45.0, 45.0 ]
+									"patching_rect" : [ 590.0, 240.0, 45.0, 45.0 ]
 								}
 
 							}
@@ -757,7 +923,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "float", "bang" ],
-									"patching_rect" : [ 50.0, 100.0, 407.0, 23.0 ],
+									"patching_rect" : [ 40.0, 130.0, 407.0, 23.0 ],
 									"text" : "buffer~ help.bufampslice.tuningsrc Constanzo-PreparedSnare-M.wav"
 								}
 
@@ -804,7 +970,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-33", 0 ],
-									"midpoints" : [ 59.5, 426.0, 19.5, 426.0 ],
+									"midpoints" : [ 58.0, 426.0, 19.5, 426.0 ],
 									"source" : [ "obj-26", 0 ]
 								}
 
@@ -850,7 +1016,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-33", 0 ],
-									"midpoints" : [ 104.5, 426.0, 19.5, 426.0 ],
+									"midpoints" : [ 109.5, 426.0, 19.5, 426.0 ],
 									"source" : [ "obj-34", 0 ]
 								}
 
@@ -889,14 +1055,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 779.0, 639.0 ],
+						"rect" : [ 78.0, 126.0, 808.0, 639.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -1032,8 +1198,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1787,14 +1953,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 779.0, 639.0 ],
+						"rect" : [ 0.0, 26.0, 808.0, 639.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
diff --git a/help/fluid.bufchroma~.maxhelp b/help/fluid.bufchroma~.maxhelp
index 045209b1..5e1019cb 100644
--- a/help/fluid.bufchroma~.maxhelp
+++ b/help/fluid.bufchroma~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 2,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 100.0, 100.0, 835.0, 762.0 ],
+		"rect" : [ 34.0, 87.0, 923.0, 724.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 12.0,
@@ -73,14 +73,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 2,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 835.0, 736.0 ],
+						"rect" : [ 34.0, 113.0, 923.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 12.0,
@@ -110,6 +110,72 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bubble" : 1,
+									"id" : "obj-61",
+									"linecount" : 3,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 332.0, 484.0, 129.0, 51.0 ],
+									"presentation_linecount" : 2,
+									"text" : "Use your mouse to scrub through the source sound"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-58",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 463.0, 499.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "4",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
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diff --git a/help/fluid.bufcompose~.maxhelp b/help/fluid.bufcompose~.maxhelp
index a22ec2f3..b2567c82 100644
--- a/help/fluid.bufcompose~.maxhelp
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 		"fileversion" : 1,
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 											"major" : 8,
-											"minor" : 3,
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 											"architecture" : "x64",
 											"modernui" : 1
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@@ -1994,8 +1958,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -2310,8 +2274,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -2434,9 +2398,7 @@
 			"obj-11::obj-4::obj-1" : [ "live.text[5]", "live.text", 0 ],
 			"obj-11::obj-4::obj-2" : [ "live.text[4]", "live.text", 0 ],
 			"obj-11::obj-4::obj-3" : [ "live.text[3]", "live.text", 0 ],
-			"obj-13::obj-4::obj-1" : [ "live.text", "live.text", 0 ],
-			"obj-13::obj-4::obj-2" : [ "live.text[1]", "live.text", 0 ],
-			"obj-13::obj-4::obj-3" : [ "live.text[2]", "live.text", 0 ],
+			"obj-13::obj-4::obj-4" : [ "live.tab", "live.tab", 0 ],
 			"obj-2::obj-39" : [ "live.text[12]", "live.text", 0 ],
 			"parameterbanks" : 			{
 
diff --git a/help/fluid.bufflatten~.maxhelp b/help/fluid.bufflatten~.maxhelp
index 8ddbf44e..9f3993fe 100644
--- a/help/fluid.bufflatten~.maxhelp
+++ b/help/fluid.bufflatten~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
@@ -72,8 +72,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -109,6 +109,50 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"id" : "obj-4",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 30.0, 460.0, 193.0, 21.0 ],
+									"text" : "check the console for the output",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-1",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 130.0, 142.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bubble" : 1,
+									"id" : "obj-3",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 56.0, 140.0, 72.0, 25.0 ],
+									"text" : "Process"
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"id" : "obj-33",
 									"maxclass" : "newobj",
@@ -118,8 +162,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -615,8 +659,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -652,6 +696,26 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-16",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 466.0, 390.0, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "3",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
 									"fontname" : "Arial Bold",
@@ -723,7 +787,8 @@
 									"numinlets" : 1,
 									"numoutlets" : 0,
 									"patching_rect" : [ 260.0, 309.0, 249.0, 25.0 ],
-									"text" : "Flatten the source buffer to a flat buffer"
+									"text" : "Flatten the source buffer to a flat buffer",
+									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
 								}
 
 							}
@@ -748,8 +813,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1102,13 +1167,15 @@
 							}
 , 							{
 								"box" : 								{
+									"bubble" : 1,
+									"bubbleside" : 0,
 									"id" : "obj-4",
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 284.0, 379.0, 192.0, 21.0 ],
+									"patching_rect" : [ 270.0, 374.0, 194.0, 40.0 ],
 									"text" : "change the axis of the flattening",
-									"textcolor" : [ 0.129412, 0.129412, 0.129412, 0.5 ]
+									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
 								}
 
 							}
@@ -1183,8 +1250,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1372,8 +1439,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1525,8 +1592,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1888,8 +1955,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
diff --git a/help/fluid.bufhpss~.maxhelp b/help/fluid.bufhpss~.maxhelp
index 86417bc0..a2d22d5c 100644
--- a/help/fluid.bufhpss~.maxhelp
+++ b/help/fluid.bufhpss~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 35.0, 88.0, 985.0, 706.0 ],
+		"rect" : [ 28.0, 129.0, 985.0, 706.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 13.0,
@@ -72,8 +72,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -208,8 +208,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -756,7 +756,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 0,
 									"patching_rect" : [ 10.0, 60.0, 339.0, 21.0 ],
-									"text" : "use mode 2 for more extreme separation and fine-tuning",
+									"text" : "Use mode 2 for more extreme separation and fine-tuning",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
 
@@ -781,8 +781,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1390,8 +1390,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1892,7 +1892,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 0,
 									"patching_rect" : [ 10.0, 80.0, 690.0, 108.0 ],
-									"text" : "in mode 0, fluid.hpss~ uses a soft-masking approach that produces smooth results, at the cost of how separated they are.  In modes 1 and 2, a binary mask is used instead (see mode 1 tab)\n\nIn mode 2,  the harmonic and percussive masks use separate thresholds. This means that two components are no longer guarranteed to sum to the source, and so the residual buffer contains any leftovers. With some patient experimentation, one can sometimes manage to place noisier material in the residual, with tonal / persussive material in the other two channels. ",
+									"text" : "In mode 0, fluid.hpss~ uses a soft-masking approach that produces smooth results, at the cost of how separated they are.  In modes 1 and 2, a binary mask is used instead (see mode 1 tab)\n\nIn mode 2,  the harmonic and percussive masks use separate thresholds. This means that two components are no longer guarranteed to sum to the source, and so the residual buffer contains any leftovers. With some patient experimentation, one can sometimes manage to place noisier material in the residual, with tonal / persussive material in the other two channels. ",
 									"textcolor" : [ 0.5, 0.5, 0.5, 1.0 ]
 								}
 
@@ -2103,14 +2103,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 35.0, 114.0, 985.0, 680.0 ],
+						"rect" : [ 0.0, 26.0, 985.0, 680.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -2236,8 +2236,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -2543,8 +2543,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -3293,7 +3293,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 0,
 									"patching_rect" : [ 10.0, 60.0, 249.0, 21.0 ],
-									"text" : "use mode 1 for more extreme separation ",
+									"text" : "Use mode 1 for more extreme separation ",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
 
@@ -3500,14 +3500,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 985.0, 680.0 ],
+						"rect" : [ 28.0, 155.0, 985.0, 680.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -3619,8 +3619,8 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 50.0, 220.0, 146.0, 23.0 ],
-									"text" : "waveform help.mc.src.3"
+									"patching_rect" : [ 50.0, 220.0, 156.0, 23.0 ],
+									"text" : "waveform help.hpss.src.4"
 								}
 
 							}
@@ -3648,14 +3648,14 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
 ,
 										"classnamespace" : "box",
-										"rect" : [ 658.0, 1110.0, 748.0, 279.0 ],
+										"rect" : [ 805.0, 267.0, 748.0, 279.0 ],
 										"bglocked" : 0,
 										"openinpresentation" : 0,
 										"default_fontsize" : 12.0,
@@ -3715,8 +3715,8 @@
 													"numinlets" : 1,
 													"numoutlets" : 2,
 													"outlettype" : [ "float", "bang" ],
-													"patching_rect" : [ 334.0, 194.0, 192.0, 22.0 ],
-													"text" : "buffer~ help.mc.src.3 @samps 1 2"
+													"patching_rect" : [ 334.0, 194.0, 201.0, 22.0 ],
+													"text" : "buffer~ help.hpss.src.4 @samps 1 2"
 												}
 
 											}
@@ -3739,8 +3739,8 @@
 													"numinlets" : 1,
 													"numoutlets" : 2,
 													"outlettype" : [ "", "" ],
-													"patching_rect" : [ 20.0, 126.0, 254.0, 22.0 ],
-													"text" : "fluid.bufcompose~ @destination help.mc.src.3"
+													"patching_rect" : [ 20.0, 126.0, 264.0, 22.0 ],
+													"text" : "fluid.bufcompose~ @destination help.hpss.src.4"
 												}
 
 											}
@@ -3850,14 +3850,14 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
 ,
 										"classnamespace" : "box",
-										"rect" : [ 768.0, 309.0, 263.0, 192.0 ],
+										"rect" : [ 844.0, 316.0, 263.0, 192.0 ],
 										"bglocked" : 0,
 										"openinpresentation" : 1,
 										"default_fontsize" : 13.0,
@@ -4196,8 +4196,8 @@
 									"numinlets" : 1,
 									"numoutlets" : 4,
 									"outlettype" : [ "", "", "", "" ],
-									"patching_rect" : [ 400.0, 171.067641999999978, 230.0, 52.0 ],
-									"text" : "fluid.bufhpss~ @source help.mc.src.3 @harmonic help.hpss.harmonic.4 @percussive help.hpss.percussive.4"
+									"patching_rect" : [ 400.0, 171.067641999999978, 240.0, 52.0 ],
+									"text" : "fluid.bufhpss~ @source help.hpss.src.4 @harmonic help.hpss.harmonic.4 @percussive help.hpss.percussive.4"
 								}
 
 							}
@@ -4382,8 +4382,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -4623,8 +4623,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -5244,8 +5244,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
diff --git a/help/fluid.bufmelbands~.maxhelp b/help/fluid.bufmelbands~.maxhelp
index 55bdcbf8..c5375652 100644
--- a/help/fluid.bufmelbands~.maxhelp
+++ b/help/fluid.bufmelbands~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 100.0, 100.0, 731.0, 761.0 ],
+		"rect" : [ 100.0, 87.0, 809.0, 722.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 13.0,
@@ -61,14 +61,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 731.0, 735.0 ],
+						"rect" : [ 0.0, 26.0, 809.0, 696.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -98,6 +98,38 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bubble" : 1,
+									"id" : "obj-59",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 262.0, 112.5, 189.0, 25.0 ],
+									"text" : "Load a sound of your choice"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-60",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 453.0, 115.0, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
 								"box" : 								{
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 									"maxclass" : "message",
@@ -105,7 +137,7 @@
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
 									"patching_rect" : [ 120.0, 250.0, 117.0, 23.0 ],
-									"text" : "buffer u789011981"
+									"text" : "buffer u751011102"
 								}
 
 							}
@@ -347,14 +379,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
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+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
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@@ -384,6 +416,45 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"id" : "obj-4",
+									"maxclass" : "live.line",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 692.0, 610.625, 86.569887161254883, 9.375 ]
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+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-3",
+									"linecount" : 3,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 692.0, 630.0, 88.569887161254883, 50.0 ],
+									"presentation_linecount" : 2,
+									"text" : "The second 10 display the right channel",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ],
+									"textjustification" : 1
+								}
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+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-2",
+									"linecount" : 3,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 692.0, 540.0, 86.569887161254883, 50.0 ],
+									"text" : "The first 10 display the left channel",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ],
+									"textjustification" : 1
+								}
+
+							}
+, 							{
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 									"maxclass" : "comment",
@@ -512,8 +583,8 @@
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 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
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+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -872,14 +943,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 731.0, 735.0 ],
+						"rect" : [ 100.0, 113.0, 809.0, 696.0 ],
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@@ -1115,8 +1186,8 @@
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 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1150,14 +1221,27 @@
 										"style" : "",
 										"subpatcher_template" : "",
 										"assistshowspatchername" : 0,
+										"visible" : 1,
 										"boxes" : [ 											{
+												"box" : 												{
+													"id" : "obj-2",
+													"maxclass" : "newobj",
+													"numinlets" : 2,
+													"numoutlets" : 1,
+													"outlettype" : [ "float" ],
+													"patching_rect" : [ 18.0, 160.0, 29.5, 22.0 ],
+													"text" : "- 1."
+												}
+
+											}
+, 											{
 												"box" : 												{
 													"id" : "obj-5",
 													"maxclass" : "message",
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 													"outlettype" : [ "" ],
-													"patching_rect" : [ 18.0, 211.0, 113.0, 22.0 ],
+													"patching_rect" : [ 18.0, 235.0, 113.0, 22.0 ],
 													"text" : "startframe $1, bang"
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@@ -1169,7 +1253,7 @@
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 													"numoutlets" : 1,
 													"outlettype" : [ "list" ],
-													"patching_rect" : [ 18.0, 255.0, 276.0, 22.0 ],
+													"patching_rect" : [ 18.0, 279.0, 276.0, 22.0 ],
 													"text" : "fluid.buf2list @source help.mel.1.features @axis 1"
 												}
 
@@ -1181,7 +1265,7 @@
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 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
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+													"patching_rect" : [ 18.0, 193.0, 39.0, 22.0 ],
 													"text" : "round"
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@@ -1256,12 +1340,19 @@
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+													"patching_rect" : [ 18.0, 319.0, 30.0, 30.0 ]
 												}
 
 											}
  ],
 										"lines" : [ 											{
+												"patchline" : 												{
+													"destination" : [ "obj-55", 0 ],
+													"source" : [ "obj-2", 0 ]
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+
+											}
+, 											{
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 													"source" : [ "obj-3", 0 ]
@@ -1291,7 +1382,7 @@
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 , 											{
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-													"destination" : [ "obj-55", 0 ],
+													"destination" : [ "obj-2", 0 ],
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@@ -1515,8 +1606,8 @@
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 											"modernui" : 1
 										}
@@ -1597,8 +1688,8 @@
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+															"revision" : 5,
 															"architecture" : "x64",
 															"modernui" : 1
 														}
@@ -2646,14 +2737,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
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+							"minor" : 5,
+							"revision" : 5,
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 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 731.0, 735.0 ],
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diff --git a/help/fluid.bufnmf~.maxhelp b/help/fluid.bufnmf~.maxhelp
index acff950e..f533f35d 100644
--- a/help/fluid.bufnmf~.maxhelp
+++ b/help/fluid.bufnmf~.maxhelp
@@ -4,7 +4,7 @@
 		"appversion" : 		{
 			"major" : 8,
 			"minor" : 5,
-			"revision" : 0,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
@@ -62,7 +62,7 @@
 						"appversion" : 						{
 							"major" : 8,
 							"minor" : 5,
-							"revision" : 0,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -98,6 +98,20 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"fontsize" : 26.0,
+									"id" : "obj-4",
+									"linecount" : 3,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 610.0, 411.0, 250.0, 94.0 ],
+									"text" : "Make sure you've filled the buffers on the tab2!",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"id" : "obj-27",
 									"linecount" : 2,
@@ -210,7 +224,7 @@
 										"appversion" : 										{
 											"major" : 8,
 											"minor" : 5,
-											"revision" : 0,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -299,6 +313,7 @@
 , 											{
 												"box" : 												{
 													"buffername" : "help.nmf.activations.2",
+													"chanoffset" : 2,
 													"id" : "obj-4",
 													"maxclass" : "waveform~",
 													"numinlets" : 5,
@@ -341,6 +356,7 @@
 , 											{
 												"box" : 												{
 													"buffername" : "help.nmf.bases.2",
+													"chanoffset" : 2,
 													"id" : "obj-1",
 													"maxclass" : "waveform~",
 													"numinlets" : 5,
@@ -686,6 +702,7 @@
 , 							{
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 									"destination" : [ "obj-20", 0 ],
+									"midpoints" : [ 153.5, 244.0, 237.5, 244.0 ],
 									"order" : 0,
 									"source" : [ "obj-21", 0 ]
 								}
@@ -790,7 +807,7 @@
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 							"minor" : 5,
-							"revision" : 0,
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 						}
@@ -826,6 +843,20 @@
 						"showontab" : 1,
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 						"boxes" : [ 							{
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+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 215.0, 460.0, 250.0, 94.0 ],
+									"text" : "Make sure you've filled the buffers on the previous tab!",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+								}
+
+							}
+, 							{
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 									"bubbleside" : 2,
@@ -1078,7 +1109,7 @@
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 											"modernui" : 1
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@@ -1378,7 +1409,7 @@
 										"appversion" : 										{
 											"major" : 8,
 											"minor" : 5,
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 											"modernui" : 1
 										}
@@ -1944,13 +1975,13 @@
 						"appversion" : 						{
 							"major" : 8,
 							"minor" : 5,
-							"revision" : 0,
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 							"modernui" : 1
 						}
 ,
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@@ -1980,6 +2011,40 @@
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 						"boxes" : [ 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-6",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
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+									"numoutlets" : 3,
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+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
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+									"fontname" : "Arial",
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+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 310.0, 172.5, 115.0, 25.0 ],
+									"text" : "Select a source"
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"hidden" : 1,
 									"id" : "obj-3",
@@ -2181,7 +2246,7 @@
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 									"patching_rect" : [ 260.0, 262.5, 20.0, 20.0 ],
 									"rounded" : 60.0,
-									"text" : "1",
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 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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@@ -2234,7 +2299,7 @@
 									"numinlets" : 1,
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 									"patching_rect" : [ 25.0, 105.0, 700.0, 50.0 ],
-									"text" : "In the previous tab you can see how fluid.bufnmf~ can be used to decompose a sound into some components. We can also spy on the information that the object uses to perform this decomposition: the bases and activations. In either case we can extract these two things from the process by specifing the relevant attributes in the object.",
+									"text" : "In the previous tab you can see how fluid.bufnmf~ can be used to decompose a sound into some components. We can also spy on the information that the object uses to perform this decomposition: the bases and activations. In either case we can extract these two things from the process by specifying the relevant attributes in the object.",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
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@@ -2504,13 +2569,13 @@
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 						}
 ,
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@@ -2540,6 +2605,40 @@
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+, 							{
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+									"bubble" : 1,
+									"fontname" : "Arial",
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+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 308.0, 135.0, 115.0, 25.0 ],
+									"text" : "Select a source"
+								}
+
+							}
+, 							{
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 									"id" : "obj-4",
 									"linecount" : 4,
@@ -2602,7 +2701,7 @@
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 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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@@ -2636,7 +2735,7 @@
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 									"patching_rect" : [ 150.5, 562.5, 20.0, 20.0 ],
 									"rounded" : 60.0,
-									"text" : "2",
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 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
 								}
 
@@ -2688,7 +2787,7 @@
 										"appversion" : 										{
 											"major" : 8,
 											"minor" : 5,
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@@ -3027,7 +3126,7 @@
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 									"patching_rect" : [ 583.0, 411.875, 20.0, 20.0 ],
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-									"text" : "3",
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 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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@@ -3047,7 +3146,7 @@
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@@ -3276,7 +3375,7 @@
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@@ -3356,7 +3455,7 @@
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@@ -3769,7 +3868,7 @@
 										"appversion" : 										{
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 										}
@@ -4058,7 +4157,7 @@
 										"appversion" : 										{
 											"major" : 8,
 											"minor" : 5,
-											"revision" : 0,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -4111,7 +4210,7 @@
 													"maxclass" : "comment",
 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 388.25, 50.0, 180.0, 123.0 ],
+													"patching_rect" : [ 388.25, 50.0, 182.0, 123.0 ],
 													"text" : "a blank buffer of 513 samples and 3 channels.\n\nThe 513 value are related to the size of the FFT processing that bufnmf will do, which by default uses a window size of 1024.",
 													"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 												}
@@ -4568,7 +4667,7 @@
 						"appversion" : 						{
 							"major" : 8,
 							"minor" : 5,
-							"revision" : 0,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -4750,7 +4849,7 @@
 										"appversion" : 										{
 											"major" : 8,
 											"minor" : 5,
-											"revision" : 0,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -5004,7 +5103,7 @@
 										"appversion" : 										{
 											"major" : 8,
 											"minor" : 5,
-											"revision" : 0,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -5165,7 +5264,7 @@
 										"appversion" : 										{
 											"major" : 8,
 											"minor" : 5,
-											"revision" : 0,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -5404,7 +5503,7 @@
 										"appversion" : 										{
 											"major" : 8,
 											"minor" : 5,
-											"revision" : 0,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -5619,7 +5718,7 @@
 										"appversion" : 										{
 											"major" : 8,
 											"minor" : 5,
-											"revision" : 0,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -5739,7 +5838,7 @@
 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
 													"patching_rect" : [ 60.0, 560.0, 350.0, 52.0 ],
-													"text" : "2031.083984 7506.010254 4155.20166 800.737732 375.962067 475.024872 8266.1875 539.281494 2239.002441 1053.552368"
+													"text" : "782.827087 1492.437988 389.41806 448.681915 2686.137207 626.24 8692.009766 3038.412842 6823.82373 1821.017578"
 												}
 
 											}
@@ -5752,7 +5851,7 @@
 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
 													"patching_rect" : [ 10.0, 430.0, 116.0, 23.0 ],
-													"text" : "buffer u994006963"
+													"text" : "buffer u054004989"
 												}
 
 											}
@@ -5764,7 +5863,7 @@
 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
 													"patching_rect" : [ 10.0, 310.0, 117.0, 23.0 ],
-													"text" : "buffer u263006965"
+													"text" : "buffer u661004991"
 												}
 
 											}
@@ -5955,6 +6054,7 @@
 									"candycane" : 10,
 									"ghostbar" : 20,
 									"id" : "obj-11",
+									"ignoreclick" : 1,
 									"maxclass" : "multislider",
 									"numinlets" : 1,
 									"numoutlets" : 2,
@@ -6324,7 +6424,7 @@
 						"appversion" : 						{
 							"major" : 8,
 							"minor" : 5,
-							"revision" : 0,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -6492,7 +6592,7 @@
 										"appversion" : 										{
 											"major" : 8,
 											"minor" : 5,
-											"revision" : 0,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
diff --git a/help/fluid.bufnoveltyfeature~.maxhelp b/help/fluid.bufnoveltyfeature~.maxhelp
index 2348e6dd..19f2c934 100644
--- a/help/fluid.bufnoveltyfeature~.maxhelp
+++ b/help/fluid.bufnoveltyfeature~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
@@ -61,8 +61,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -98,6 +98,39 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bubble" : 1,
+									"bubbleside" : 0,
+									"id" : "obj-9",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 152.0, 175.5, 109.0, 39.0 ],
+									"text" : "Choose a source"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-10",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 262.0, 192.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"border" : 0,
 									"filename" : "helpargs.js",
@@ -149,7 +182,7 @@
 									"parameter_enable" : 0,
 									"patching_rect" : [ 254.0, 242.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
-									"text" : "1",
+									"text" : "2",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
 								}
 
@@ -268,8 +301,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -801,8 +834,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
diff --git a/help/fluid.bufonsetfeature~.maxhelp b/help/fluid.bufonsetfeature~.maxhelp
index c32df172..6939b97e 100644
--- a/help/fluid.bufonsetfeature~.maxhelp
+++ b/help/fluid.bufonsetfeature~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
@@ -61,14 +61,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 787.0, 574.0 ],
+						"rect" : [ 35.0, 114.0, 787.0, 574.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 12.0,
@@ -98,6 +98,39 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bubble" : 1,
+									"bubbleside" : 0,
+									"id" : "obj-9",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 150.0, 145.5, 109.0, 39.0 ],
+									"text" : "Choose a source"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-10",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 260.0, 162.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"args" : [ "onsetfeature" ],
 									"bgmode" : 0,
@@ -133,7 +166,7 @@
 									"parameter_enable" : 0,
 									"patching_rect" : [ 254.0, 216.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
-									"text" : "1",
+									"text" : "2",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
 								}
 
@@ -252,8 +285,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -762,8 +795,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
diff --git a/help/fluid.bufpitch~.maxhelp b/help/fluid.bufpitch~.maxhelp
index 10d1cc2f..c958c0c3 100644
--- a/help/fluid.bufpitch~.maxhelp
+++ b/help/fluid.bufpitch~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 40.0, 87.0, 814.0, 679.0 ],
+		"rect" : [ 139.0, 87.0, 814.0, 679.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 1,
 		"default_fontsize" : 13.0,
@@ -61,8 +61,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -98,6 +98,52 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bubble" : 1,
+									"id" : "obj-17",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 322.0, 330.0, 133.0, 25.0 ],
+									"text" : "Back to the default",
+									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-18",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 457.0, 332.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "4",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-14",
+									"maxclass" : "message",
+									"numinlets" : 2,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 140.0, 330.0, 176.0, 23.0 ],
+									"presentation_linecount" : 2,
+									"text" : "select confidence pitch, bang"
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
 									"fontname" : "Arial Bold",
@@ -110,7 +156,7 @@
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 447.0, 302.5, 20.0, 20.0 ],
+									"patching_rect" : [ 447.0, 297.5, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "3",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -124,7 +170,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 265.0, 300.0, 178.0, 25.0 ],
+									"patching_rect" : [ 265.0, 295.0, 178.0, 25.0 ],
 									"text" : "Only return the confidence",
 									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
 								}
@@ -157,7 +203,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 480.0, 190.0, 212.0, 181.0 ],
+									"patching_rect" : [ 530.0, 190.0, 212.0, 181.0 ],
 									"text" : "No matter what order you specify the selection in, the order that those choices are returned will follow the same order as if you didn't select any. A good trick for getting the order is to see the attributes listed out in the object when no @select is chosen.\n\nThink of this parameter like a filter, rather than a reordering of the outputs.",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
@@ -208,7 +254,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 118.0, 300.0, 145.0, 23.0 ],
+									"patching_rect" : [ 118.0, 295.0, 145.0, 23.0 ],
 									"text" : "select confidence, bang"
 								}
 
@@ -379,6 +425,14 @@
 									"source" : [ "obj-12", 0 ]
 								}
 
+							}
+, 							{
+								"patchline" : 								{
+									"destination" : [ "obj-2", 0 ],
+									"midpoints" : [ 149.5, 366.0, 39.5, 366.0 ],
+									"source" : [ "obj-14", 0 ]
+								}
+
 							}
 , 							{
 								"patchline" : 								{
@@ -405,7 +459,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-2", 0 ],
-									"midpoints" : [ 79.5, 331.0, 39.5, 331.0 ],
+									"midpoints" : [ 79.5, 350.0, 39.5, 350.0 ],
 									"source" : [ "obj-8", 0 ]
 								}
 
@@ -413,7 +467,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-2", 0 ],
-									"midpoints" : [ 127.5, 351.0, 39.5, 351.0 ],
+									"midpoints" : [ 127.5, 358.0, 39.5, 358.0 ],
 									"source" : [ "obj-9", 0 ]
 								}
 
@@ -505,8 +559,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -655,7 +709,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 46.5, 141.5, 239.0, 25.0 ],
+									"patching_rect" : [ 46.5, 141.5, 242.0, 25.0 ],
 									"text" : "Trigger pitch analysis of source buffer"
 								}
 
@@ -670,8 +724,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -725,7 +779,7 @@
 													"maxclass" : "comment",
 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 96.0, 130.5, 149.0, 33.0 ],
+													"patching_rect" : [ 107.0, 130.5, 149.0, 33.0 ],
 													"text" : "pair up indices and which slice number they are",
 													"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 												}
@@ -861,8 +915,8 @@
 													"numinlets" : 1,
 													"numoutlets" : 1,
 													"outlettype" : [ "list" ],
-													"patching_rect" : [ 34.0, 136.0, 60.0, 22.0 ],
-													"text" : "listfunnel"
+													"patching_rect" : [ 34.0, 136.0, 70.0, 22.0 ],
+													"text" : "listfunnel -1"
 												}
 
 											}
@@ -1149,7 +1203,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 11.0, 64.0, 278.0, 21.0 ],
+									"patching_rect" : [ 11.0, 64.0, 282.0, 21.0 ],
 									"text" : "Grains from just the pitched portions of a sound",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
@@ -1319,8 +1373,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -1356,6 +1410,54 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"id" : "obj-5",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 642.0, 357.909090909090878, 149.0, 21.0 ],
+									"text" : "2) Confidence - Left",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-4",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 642.0, 499.727272727272748, 149.0, 21.0 ],
+									"text" : "4) Confidence - Right",
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@@ -1370,12 +1472,11 @@
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diff --git a/help/fluid.bufselectevery~.maxhelp b/help/fluid.bufselectevery~.maxhelp
index fe5d8a4e..390fb0f9 100644
--- a/help/fluid.bufselectevery~.maxhelp
+++ b/help/fluid.bufselectevery~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
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 ,
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@@ -72,14 +72,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
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 							"architecture" : "x64",
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 ,
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 									"text" : "Here we have taken every second channel and every second frame from a 4 frame x 5 channel source buffer.",
 									"textcolor" : [ 0.129412, 0.129412, 0.129412, 0.5 ]
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@@ -792,14 +792,14 @@
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@@ -1011,6 +1012,7 @@
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-													"text" : "t b b"
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+													"text" : "t b b b"
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 													"text" : "t l b"
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@@ -1294,6 +1284,7 @@
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 ,
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diff --git a/help/fluid.bufselect~.maxhelp b/help/fluid.bufselect~.maxhelp
index 9451ad5f..da8724dc 100644
--- a/help/fluid.bufselect~.maxhelp
+++ b/help/fluid.bufselect~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
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 		}
@@ -72,8 +72,8 @@
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 						"appversion" : 						{
 							"major" : 8,
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@@ -167,8 +167,8 @@
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@@ -348,8 +348,8 @@
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@@ -826,8 +826,8 @@
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@@ -1590,8 +1590,8 @@
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@@ -2453,8 +2453,8 @@
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@@ -2644,8 +2644,8 @@
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@@ -3020,14 +3020,14 @@
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 ,
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 													"text" : "deferlow"
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+													"patching_rect" : [ 214.0, 152.0, 29.5, 22.0 ],
 													"text" : "* 2"
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@@ -3170,7 +3170,7 @@
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 													"outlettype" : [ "bang", "bang", "int" ],
-													"patching_rect" : [ 23.0, 124.0, 47.0, 22.0 ],
+													"patching_rect" : [ 23.0, 112.0, 47.0, 22.0 ],
 													"text" : "uzi 3 0"
 												}
 
@@ -3194,7 +3194,7 @@
 													"numinlets" : 3,
 													"numoutlets" : 1,
 													"outlettype" : [ "float" ],
-													"patching_rect" : [ 44.0, 324.0, 153.0, 22.0 ],
+													"patching_rect" : [ 51.0, 251.0, 153.0, 22.0 ],
 													"text" : "peek~ buf.select.help.src"
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@@ -3221,7 +3221,7 @@
 													"maxclass" : "outlet",
 													"numinlets" : 1,
 													"numoutlets" : 0,
-													"patching_rect" : [ 250.0, 449.0, 30.0, 30.0 ],
+													"patching_rect" : [ 225.660378000000037, 371.0, 30.0, 30.0 ],
 													"varname" : "u715007072"
 												}
 
@@ -3252,6 +3252,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-41", 1 ],
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 													"order" : 1,
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 												}
@@ -3268,6 +3269,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-40", 0 ],
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 													"order" : 0,
 													"source" : [ "obj-36", 2 ]
 												}
@@ -3283,6 +3285,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-60", 0 ],
+													"midpoints" : [ 60.5, 232.5, 235.160378000000037, 232.5 ],
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 													"source" : [ "obj-38", 0 ]
 												}
@@ -3306,6 +3309,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-59", 0 ],
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 													"order" : 0,
 													"source" : [ "obj-41", 0 ]
 												}
@@ -3350,6 +3354,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-61", 0 ],
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 													"order" : 0,
 													"source" : [ "obj-63", 0 ]
 												}
@@ -3358,6 +3363,7 @@
 , 											{
 												"patchline" : 												{
 													"destination" : [ "obj-9", 2 ],
+													"midpoints" : [ 223.5, 243.0, 194.5, 243.0 ],
 													"order" : 1,
 													"source" : [ "obj-63", 0 ]
 												}
@@ -3532,8 +3538,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
diff --git a/help/fluid.bufsinefeature~.maxhelp b/help/fluid.bufsinefeature~.maxhelp
index e8736bf2..4d289c1c 100644
--- a/help/fluid.bufsinefeature~.maxhelp
+++ b/help/fluid.bufsinefeature~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 3,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 117.0, 138.0, 766.0, 614.0 ],
+		"rect" : [ 100.0, 100.0, 766.0, 614.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 12.0,
@@ -61,14 +61,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 117.0, 164.0, 766.0, 588.0 ],
+						"rect" : [ 100.0, 126.0, 766.0, 588.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 12.0,
@@ -98,6 +98,38 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bubble" : 1,
+									"id" : "obj-4",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 73.25, 224.5, 100.0, 24.0 ],
+									"text" : "Turn on Audio"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-9",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
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+									"patching_rect" : [ 175.25, 226.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"id" : "obj-28",
 									"linecount" : 7,
@@ -185,7 +217,7 @@
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 									"patching_rect" : [ 440.0, 140.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
-									"text" : "3",
+									"text" : "4",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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@@ -318,7 +350,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 47.25, 125.0, 247.0, 24.0 ],
+									"patching_rect" : [ 51.25, 154.0, 247.0, 24.0 ],
 									"text" : "Play the sound source, a chord of 3 sines"
 								}
 
@@ -336,9 +368,9 @@
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 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 17.25, 125.0, 20.0, 20.0 ],
+									"patching_rect" : [ 300.25, 155.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
-									"text" : "1",
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 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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@@ -463,8 +495,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -718,7 +750,7 @@
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 									"rounded" : 60.0,
-									"text" : "2",
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 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
 								}
 
@@ -987,8 +1019,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
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+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -1051,66 +1083,6 @@
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 		}
 ,
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-				"bootpath" : "~/Documents/documents@hudd/research/projects/fluid corpus navigation/research/nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"type" : "JSON",
-				"implicit" : 1
-			}
-, 			{
-				"name" : "fluid.bufferlink.maxpat",
-				"bootpath" : "~/Documents/documents@hudd/research/projects/fluid corpus navigation/research/nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"type" : "JSON",
-				"implicit" : 1
-			}
-, 			{
-				"name" : "fluid.bufmfcc~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.bufnmf~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.bufsinefeature~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.flucomaorg.maxpat",
-				"bootpath" : "~/Documents/documents@hudd/research/projects/fluid corpus navigation/research/nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"type" : "JSON",
-				"implicit" : 1
-			}
-, 			{
-				"name" : "fluid.learn.maxpat",
-				"bootpath" : "~/Documents/documents@hudd/research/projects/fluid corpus navigation/research/nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"type" : "JSON",
-				"implicit" : 1
-			}
-, 			{
-				"name" : "fluid_decomposition.blocking.maxpat",
-				"bootpath" : "~/Documents/documents@hudd/research/projects/fluid corpus navigation/research/nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"type" : "JSON",
-				"implicit" : 1
-			}
-, 			{
-				"name" : "helpdetails.js",
-				"bootpath" : "C74:/help/resources",
-				"type" : "TEXT",
-				"implicit" : 1
-			}
-, 			{
-				"name" : "helpname.js",
-				"bootpath" : "C74:/help/resources",
-				"type" : "TEXT",
-				"implicit" : 1
-			}
- ],
 		"autosave" : 0,
 		"styles" : [ 			{
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diff --git a/help/fluid.bufsines~.maxhelp b/help/fluid.bufsines~.maxhelp
index 086d3b37..a060949a 100644
--- a/help/fluid.bufsines~.maxhelp
+++ b/help/fluid.bufsines~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 35.0, 88.0, 921.0, 754.0 ],
+		"rect" : [ 35.0, 87.0, 921.0, 724.0 ],
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 		"default_fontsize" : 12.0,
@@ -72,14 +72,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 921.0, 728.0 ],
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@@ -115,7 +115,7 @@
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 									"numoutlets" : 2,
 									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 220.0, 570.0, 215.0, 22.0 ],
+									"patching_rect" : [ 220.0, 540.0, 215.0, 22.0 ],
 									"text" : "play~ help.bufsines.1.residual @loop 1"
 								}
 
@@ -128,7 +128,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "float", "bang" ],
-									"patching_rect" : [ 690.0, 480.0, 175.0, 22.0 ],
+									"patching_rect" : [ 690.0, 450.0, 175.0, 22.0 ],
 									"text" : "buffer~ help.bufsines.1.residual"
 								}
 
@@ -140,7 +140,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 359.0, 510.0, 318.0, 33.0 ],
+									"patching_rect" : [ 359.0, 480.0, 318.0, 33.0 ],
 									"text" : "@numchans 1 makes it so that only the left channel is processed in case we load a stereo file.",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
@@ -200,8 +200,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
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 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -636,7 +636,7 @@
  ]
 									}
 ,
-									"patching_rect" : [ 10.0, 620.0, 144.5, 23.0 ],
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@@ -648,7 +648,7 @@
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 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 10.0, 520.0, 29.5, 22.0 ],
+									"patching_rect" : [ 10.0, 490.0, 29.5, 22.0 ],
 									"text" : "1"
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@@ -660,7 +660,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 10.0, 570.0, 201.0, 22.0 ],
+									"patching_rect" : [ 10.0, 540.0, 201.0, 22.0 ],
 									"text" : "play~ help.bufsines.1.sines @loop 1"
 								}
 
@@ -685,7 +685,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "float", "bang" ],
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+									"patching_rect" : [ 690.0, 480.0, 161.0, 22.0 ],
 									"text" : "buffer~ help.bufsines.1.sines"
 								}
 
@@ -710,7 +710,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "" ],
-									"patching_rect" : [ 10.0, 480.0, 667.0, 22.0 ],
+									"patching_rect" : [ 10.0, 450.0, 667.0, 22.0 ],
 									"text" : "fluid.bufsines~ @source help.bufsines.1.src @sines help.bufsines.1.sines @residual help.bufsines.1.residual @numchans 1"
 								}
 
@@ -813,7 +813,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 60.0, 680.0, 84.0, 24.0 ],
+									"patching_rect" : [ 60.0, 650.0, 84.0, 24.0 ],
 									"text" : "Start audio",
 									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
 								}
@@ -880,7 +880,7 @@
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 145.0, 682.0, 20.0, 20.0 ],
+									"patching_rect" : [ 145.0, 652.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "1",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -908,7 +908,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 156.5, 620.0, 470.0, 24.0 ],
+									"patching_rect" : [ 156.5, 590.0, 470.0, 24.0 ],
 									"text" : "Select which component you want to hear. Selecting both sums to the original input.",
 									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
 								}
@@ -982,7 +982,7 @@
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 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 628.5, 622.0, 20.0, 20.0 ],
+									"patching_rect" : [ 628.5, 592.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "4",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -996,7 +996,7 @@
 									"maxclass" : "ezdac~",
 									"numinlets" : 2,
 									"numoutlets" : 0,
-									"patching_rect" : [ 10.0, 670.0, 45.0, 45.0 ]
+									"patching_rect" : [ 10.0, 640.0, 45.0, 45.0 ]
 								}
 
 							}
@@ -1038,7 +1038,7 @@
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 								"patchline" : 								{
 									"destination" : [ "obj-17", 1 ],
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+									"midpoints" : [ 19.5, 626.0, 45.5, 626.0 ],
 									"order" : 0,
 									"source" : [ "obj-13", 0 ]
 								}
@@ -1047,7 +1047,7 @@
 , 							{
 								"patchline" : 								{
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 									"order" : 1,
 									"source" : [ "obj-13", 0 ]
 								}
@@ -1094,7 +1094,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-13", 1 ],
-									"midpoints" : [ 229.5, 606.0, 145.0, 606.0 ],
+									"midpoints" : [ 229.5, 576.0, 145.0, 576.0 ],
 									"source" : [ "obj-3", 0 ]
 								}
 
@@ -1102,7 +1102,7 @@
 , 							{
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 									"destination" : [ "obj-6", 0 ],
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+									"midpoints" : [ 513.75, 331.0, 482.0, 331.0, 482.0, 426.0, 19.5, 426.0 ],
 									"source" : [ "obj-31", 0 ]
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@@ -1125,7 +1125,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-27", 0 ],
-									"midpoints" : [ 19.5, 543.0, 19.5, 543.0 ],
+									"midpoints" : [ 19.5, 513.0, 19.5, 513.0 ],
 									"order" : 1,
 									"source" : [ "obj-8", 0 ]
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@@ -1134,7 +1134,7 @@
 , 							{
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@@ -1231,14 +1231,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 921.0, 728.0 ],
+						"rect" : [ 0.0, 26.0, 921.0, 698.0 ],
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 						"openinpresentation" : 0,
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diff --git a/help/fluid.bufstats~.maxhelp b/help/fluid.bufstats~.maxhelp
index 3babacf5..6abb038f 100644
--- a/help/fluid.bufstats~.maxhelp
+++ b/help/fluid.bufstats~.maxhelp
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 ,
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 										}
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-													"text" : "buffer u636007471"
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-													"text" : "buffer u152007476"
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@@ -2852,13 +2888,12 @@
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 ,
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@@ -3477,6 +3513,38 @@
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+								}
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+							}
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+									"text" : "Audio on"
+								}
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+							}
+, 							{
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 ,
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 ,
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 ,
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diff --git a/help/fluid.bufstft~.maxhelp b/help/fluid.bufstft~.maxhelp
index 007d5248..1ffa01e4 100644
--- a/help/fluid.bufstft~.maxhelp
+++ b/help/fluid.bufstft~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
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 		}
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@@ -98,6 +98,38 @@
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+									"numinlets" : 1,
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+									"patching_rect" : [ 310.0, 102.5, 124.0, 25.0 ],
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@@ -160,7 +192,7 @@
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@@ -251,8 +283,8 @@
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@@ -447,8 +479,8 @@
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@@ -820,7 +852,7 @@
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@@ -1071,14 +1103,14 @@
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+							}
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@@ -1422,14 +1487,14 @@
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+													"items" : [ "Constanzo-PreparedSnare-M.wav", ",", "Green-Box639.wav", ",", "Green-Box641.wav", ",", "Harker-DS-TenOboeMultiphonics-M.wav", ",", "Nicol-LoopE-M.wav", ",", "Olencki-TenTromboneLongTones-M.wav", ",", "Tremblay-AaS-AcBassGuit-Melo-M.wav", ",", "Tremblay-AaS-AcousticStrums-M.wav", ",", "Tremblay-AaS-SynthTwoVoices-M.wav", ",", "Tremblay-AaS-VoiceQC-B2K-M.wav", ",", "Tremblay-ASWINE-ScratchySynth-M.wav", ",", "Tremblay-BaB-HumDC-M.wav", ",", "Tremblay-BaB-SoundscapeGolcarWithDog.wav", ",", "Tremblay-BeatRemember.wav", ",", "Tremblay-CEL-GlitchyMusicBoxMelo.wav", ",", "Tremblay-CF-ChurchBells.wav", ",", "Tremblay-FMTriDist-M.wav", ",", "Tremblay-Iterative-M.wav", ",", "Tremblay-SA-UprightPianoPedalWide.wav", ",", "Tremblay-SlideChoirAdd-M.wav", ",", "Tremblay-UW-ComplexDescent-M.wav" ],
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@@ -1834,8 +1899,8 @@
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diff --git a/help/fluid.bufthresh~.maxhelp b/help/fluid.bufthresh~.maxhelp
index 4c018b96..30c7ede7 100644
--- a/help/fluid.bufthresh~.maxhelp
+++ b/help/fluid.bufthresh~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
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@@ -61,8 +61,8 @@
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@@ -98,12 +98,37 @@
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-									"text" : "startframe 0, numframes 50"
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+									"text" : "startframe 0, numframes 50, bang"
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 									"source" : [ "obj-39", 0 ]
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diff --git a/help/fluid.chroma~.maxhelp b/help/fluid.chroma~.maxhelp
index 4370d7b7..a2bffad6 100644
--- a/help/fluid.chroma~.maxhelp
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 ,
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@@ -87,6 +87,18 @@
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@@ -851,7 +863,7 @@
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 									"setminmax" : [ 0.0, 0.200000002980232 ],
-									"size" : 19
+									"size" : 13
 								}
 
 							}
@@ -1108,7 +1121,7 @@
 						"lines" : [ 							{
 								"patchline" : 								{
 									"destination" : [ "obj-26", 0 ],
-									"midpoints" : [ 19.5, 510.0, 177.5, 510.0 ],
+									"midpoints" : [ 19.5, 525.0, 177.5, 525.0 ],
 									"order" : 0,
 									"source" : [ "obj-1", 0 ]
 								}
@@ -1121,6 +1134,13 @@
 									"source" : [ "obj-1", 0 ]
 								}
 
+							}
+, 							{
+								"patchline" : 								{
+									"destination" : [ "obj-1", 0 ],
+									"source" : [ "obj-13", 0 ]
+								}
+
 							}
 , 							{
 								"patchline" : 								{
@@ -1198,7 +1218,7 @@
 							}
 , 							{
 								"patchline" : 								{
-									"destination" : [ "obj-1", 0 ],
+									"destination" : [ "obj-13", 0 ],
 									"source" : [ "obj-8", 0 ]
 								}
 
@@ -1295,14 +1315,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 757.0, 731.0 ],
+						"rect" : [ 0.0, 26.0, 757.0, 697.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 12.0,
@@ -1457,8 +1477,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1768,7 +1788,7 @@
 									"fontsize" : 13.0,
 									"id" : "obj-1",
 									"maxclass" : "newobj",
-									"numinlets" : 2,
+									"numinlets" : 1,
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "" ],
 									"patching_rect" : [ 12.0, 440.0, 155.0, 23.0 ],
@@ -1949,6 +1969,7 @@
 									"candycane" : 12,
 									"ghostbar" : 100,
 									"id" : "obj-26",
+									"ignoreclick" : 1,
 									"maxclass" : "multislider",
 									"numinlets" : 1,
 									"numoutlets" : 2,
@@ -1958,7 +1979,7 @@
 									"presentation" : 1,
 									"presentation_rect" : [ 4.833344, 2.5, 425.0, 156.0 ],
 									"setminmax" : [ 0.0, 0.200000002980232 ],
-									"size" : 12
+									"size" : 8
 								}
 
 							}
@@ -2241,14 +2262,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 757.0, 731.0 ],
+						"rect" : [ 0.0, 26.0, 757.0, 697.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 12.0,
diff --git a/help/fluid.dataset~.maxhelp b/help/fluid.dataset~.maxhelp
index 63ef9324..4a4693fa 100644
--- a/help/fluid.dataset~.maxhelp
+++ b/help/fluid.dataset~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 3,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 94.0, 120.0, 995.0, 777.0 ],
+		"rect" : [ 34.0, 87.0, 995.0, 724.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 13.0,
@@ -50,14 +50,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 995.0, 751.0 ],
+						"rect" : [ 0.0, 26.0, 995.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -87,13 +87,64 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"id" : "obj-31",
+									"linecount" : 3,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 390.0, 465.0, 280.5, 50.0 ],
+									"presentation_linecount" : 4,
+									"text" : "displays the 9 nearest neighbours as symbols. They can be converted to numbers using `fromsymbol`",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-30",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 580.0, 341.0, 199.0, 21.0 ],
+									"text" : "request the 9 nearest neighbours",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-29",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 2,
+									"outlettype" : [ "bang", "" ],
+									"patching_rect" : [ 429.5, 270.0, 40.5, 23.0 ],
+									"text" : "t b l"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"buffername" : "ds.help.query",
+									"id" : "obj-18",
+									"maxclass" : "waveform~",
+									"numinlets" : 5,
+									"numoutlets" : 6,
+									"outlettype" : [ "float", "float", "float", "float", "list", "" ],
+									"patching_rect" : [ 580.0, 262.0, 197.0, 41.0 ]
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"id" : "obj-25",
 									"maxclass" : "message",
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 438.0, 440.0, 186.0, 23.0 ]
+									"patching_rect" : [ 429.5, 440.0, 186.0, 23.0 ],
+									"text" : "\"2\" \"5\" \"1\" \"4\" \"8\" \"7\" \"0\" \"3\" \"6\""
 								}
 
 							}
@@ -104,7 +155,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
-									"patching_rect" : [ 438.0, 400.0, 92.0, 23.0 ],
+									"patching_rect" : [ 429.5, 400.0, 92.0, 23.0 ],
 									"text" : "route knearest"
 								}
 
@@ -116,7 +167,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 438.0, 340.0, 151.0, 23.0 ],
+									"patching_rect" : [ 429.5, 340.0, 151.0, 23.0 ],
 									"text" : "knearest ds.help.query 9"
 								}
 
@@ -128,7 +179,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "float", "bang" ],
-									"patching_rect" : [ 570.0, 270.0, 197.0, 23.0 ],
+									"patching_rect" : [ 580.0, 305.0, 197.0, 23.0 ],
 									"text" : "buffer~ ds.help.query @samps 2"
 								}
 
@@ -140,7 +191,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 1,
 									"outlettype" : [ "float" ],
-									"patching_rect" : [ 440.0, 270.0, 126.0, 23.0 ],
+									"patching_rect" : [ 451.0, 305.0, 126.0, 23.0 ],
 									"text" : "peek~ ds.help.query"
 								}
 
@@ -152,7 +203,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 1,
 									"outlettype" : [ "list" ],
-									"patching_rect" : [ 440.0, 245.0, 71.0, 23.0 ],
+									"patching_rect" : [ 429.5, 240.0, 71.0, 23.0 ],
 									"text" : "listfunnel 0"
 								}
 
@@ -164,7 +215,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 440.0, 220.0, 44.0, 23.0 ],
+									"patching_rect" : [ 429.5, 215.0, 44.0, 23.0 ],
 									"text" : "pak f f"
 								}
 
@@ -174,11 +225,13 @@
 									"format" : 6,
 									"id" : "obj-9",
 									"maxclass" : "flonum",
+									"maximum" : 1.0,
+									"minimum" : 0.0,
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "bang" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 510.0, 190.0, 50.0, 23.0 ]
+									"patching_rect" : [ 499.5, 185.0, 50.0, 23.0 ]
 								}
 
 							}
@@ -187,11 +240,13 @@
 									"format" : 6,
 									"id" : "obj-7",
 									"maxclass" : "flonum",
+									"maximum" : 1.0,
+									"minimum" : 0.0,
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "bang" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 440.0, 190.0, 50.0, 23.0 ]
+									"patching_rect" : [ 429.5, 185.0, 50.0, 23.0 ]
 								}
 
 							}
@@ -202,7 +257,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
-									"patching_rect" : [ 438.0, 370.0, 174.0, 23.0 ],
+									"patching_rect" : [ 429.5, 370.0, 174.0, 23.0 ],
 									"text" : "fluid.dataset~ help.ds.ds.grid"
 								}
 
@@ -231,8 +286,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -422,7 +477,7 @@
  ]
 									}
 ,
-									"patching_rect" : [ 760.0, 440.0, 112.0, 23.0 ],
+									"patching_rect" : [ 670.0, 370.0, 112.0, 23.0 ],
 									"saved_object_attributes" : 									{
 										"description" : "",
 										"digest" : "",
@@ -446,36 +501,17 @@
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
 
-							}
-, 							{
-								"box" : 								{
-									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
-									"fontname" : "Arial Bold",
-									"hint" : "",
-									"id" : "obj-26",
-									"ignoreclick" : 1,
-									"legacytextcolor" : 1,
-									"maxclass" : "textbutton",
-									"numinlets" : 1,
-									"numoutlets" : 3,
-									"outlettype" : [ "", "", "int" ],
-									"parameter_enable" : 0,
-									"patching_rect" : [ 416.0, 340.0, 20.0, 20.0 ],
-									"rounded" : 60.0,
-									"text" : "3",
-									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
-								}
-
 							}
 , 							{
 								"box" : 								{
 									"bubble" : 1,
 									"id" : "obj-27",
+									"linecount" : 2,
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 570.0, 189.0, 151.0, 25.0 ],
-									"text" : "make a point to query",
+									"patching_rect" : [ 549.5, 185.0, 151.0, 40.0 ],
+									"text" : "make a point on the poltter to query",
 									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
 								}
 
@@ -493,26 +529,12 @@
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 420.0, 190.0, 20.0, 20.0 ],
+									"patching_rect" : [ 702.5, 187.5, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "2",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
 								}
 
-							}
-, 							{
-								"box" : 								{
-									"bubble" : 1,
-									"id" : "obj-23",
-									"maxclass" : "comment",
-									"numinlets" : 0,
-									"numoutlets" : 0,
-									"patching_rect" : [ 591.0, 340.0, 230.0, 25.0 ],
-									"suppressinlet" : 1,
-									"text" : "request the 9 nearest neighbourgs",
-									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
-								}
-
 							}
 , 							{
 								"box" : 								{
@@ -537,13 +559,13 @@
 , 							{
 								"box" : 								{
 									"bubble" : 1,
+									"bubbleside" : 2,
 									"id" : "obj-21",
-									"linecount" : 2,
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 54.0, 123.5, 178.0, 40.0 ],
-									"text" : "1) dump the simple grid dataset to see its content",
+									"patching_rect" : [ 54.0, 129.0, 279.0, 40.0 ],
+									"text" : "dump the simple grid dataset to see its content",
 									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
 								}
 
@@ -628,7 +650,7 @@
 							}
 , 							{
 								"patchline" : 								{
-									"destination" : [ "obj-13", 0 ],
+									"destination" : [ "obj-29", 0 ],
 									"source" : [ "obj-11", 0 ]
 								}
 
@@ -651,6 +673,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-4", 0 ],
+									"midpoints" : [ 239.5, 271.0, 41.5, 271.0 ],
 									"order" : 1,
 									"source" : [ "obj-16", 0 ]
 								}
@@ -666,9 +689,24 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-25", 1 ],
+									"midpoints" : [ 439.0, 429.0, 606.0, 429.0 ],
 									"source" : [ "obj-20", 0 ]
 								}
 
+							}
+, 							{
+								"patchline" : 								{
+									"destination" : [ "obj-13", 0 ],
+									"source" : [ "obj-29", 1 ]
+								}
+
+							}
+, 							{
+								"patchline" : 								{
+									"destination" : [ "obj-19", 0 ],
+									"source" : [ "obj-29", 0 ]
+								}
+
 							}
 , 							{
 								"patchline" : 								{
@@ -687,6 +725,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-10", 1 ],
+									"midpoints" : [ 509.0, 211.0, 464.0, 211.0 ],
 									"source" : [ "obj-9", 0 ]
 								}
 
@@ -766,14 +805,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 995.0, 751.0 ],
+						"rect" : [ 34.0, 113.0, 995.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -1239,14 +1278,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 94.0, 146.0, 995.0, 751.0 ],
+						"rect" : [ 0.0, 26.0, 995.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -1313,7 +1352,6 @@
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
 									"patching_rect" : [ 530.0, 180.0, 132.0, 23.0 ],
-									"presentation_linecount" : 2,
 									"text" : "merge data1 1, dump"
 								}
 
@@ -1327,7 +1365,6 @@
 									"numinlets" : 1,
 									"numoutlets" : 0,
 									"patching_rect" : [ 664.0, 171.5, 263.0, 40.0 ],
-									"presentation_linecount" : 2,
 									"text" : "Merge doesn't replace by default the point if the identifier was already present"
 								}
 
@@ -1400,8 +1437,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1705,8 +1742,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -2301,14 +2338,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 995.0, 751.0 ],
+						"rect" : [ 0.0, 26.0, 995.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -2846,14 +2883,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 995.0, 751.0 ],
+						"rect" : [ 0.0, 26.0, 995.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -2945,8 +2982,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -3606,14 +3643,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
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 ,
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-				"bootpath" : "C74:/help/resources",
-				"type" : "TEXT",
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diff --git a/help/fluid.grid~.maxhelp b/help/fluid.grid~.maxhelp
index a3a84cff..ca678b4e 100644
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+++ b/help/fluid.grid~.maxhelp
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@@ -3105,6 +3105,7 @@
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diff --git a/help/fluid.hpss~.maxhelp b/help/fluid.hpss~.maxhelp
index 58c06e2b..34a43cd2 100644
--- a/help/fluid.hpss~.maxhelp
+++ b/help/fluid.hpss~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
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@@ -282,8 +281,8 @@
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@@ -1118,7 +1116,7 @@
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 									"patching_rect" : [ 10.0, 68.567627000000002, 249.0, 21.0 ],
-									"text" : "use mode 1 for more extreme separation ",
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@@ -1143,8 +1141,8 @@
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@@ -1425,8 +1423,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
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@@ -2079,7 +2077,7 @@
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-									"text" : "in mode 0, fluid.hpss~ uses a soft-masking approach that produces smooth results, at the cost of how separated they are. \n\nIn modes 1 and 2, a binary mask is used instead, where a component is designated as being harmonic or percussive if the respective median filter output exceeds some threshold. This yields greater separation, but can have more audible artefacts. \n\nfluid.hpss~ lets you adjust this threshold with respect to frequency, to enable fine-tuning. In mode 1, just use the harmthresh attribute, which will internally make a complementary threshold for the percussive part – guaranteeing that the two components still sum to the source. ",
+									"text" : "In mode 0, fluid.hpss~ uses a soft-masking approach that produces smooth results, at the cost of how separated they are. \n\nIn modes 1 and 2, a binary mask is used instead, where a component is designated as being harmonic or percussive if the respective median filter output exceeds some threshold. This yields greater separation, but can have more audible artefacts. \n\nfluid.hpss~ lets you adjust this threshold with respect to frequency, to enable fine-tuning. In mode 1, just use the harmthresh attribute, which will internally make a complementary threshold for the percussive part – guaranteeing that the two components still sum to the source. ",
 									"textcolor" : [ 0.5, 0.5, 0.5, 1.0 ]
 								}
 
@@ -2252,14 +2250,14 @@
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 						"appversion" : 						{
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 ,
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@@ -2405,8 +2402,8 @@
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 										"appversion" : 										{
 											"major" : 8,
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 											"architecture" : "x64",
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 									"numinlets" : 1,
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 									"patching_rect" : [ 10.0, 68.567627000000002, 249.0, 21.0 ],
-									"text" : "use mode 2 for more extreme separation ",
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 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
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@@ -2990,8 +2987,8 @@
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 										"appversion" : 										{
 											"major" : 8,
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 											"architecture" : "x64",
 											"modernui" : 1
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@@ -3346,8 +3343,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
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-									"text" : "in mode 0, fluid.hpss~ uses a soft-masking approach that produces smooth results, at the cost of how separated they are. In modes 1 and 2, a binary mask is used instead (see mode 1 tab)\n\nIn mode 2,  the harmonic and percussive masks use separate thresholds. This means that two components are no longer guarranteed to sum to the source, and so the residual outlet contains any leftovers. With some patient experimentation, one can sometimes manage to place noisier material in the residual, with tonal / persussive material in the other two channels. ",
+									"text" : "In mode 0, fluid.hpss~ uses a soft-masking approach that produces smooth results, at the cost of how separated they are. In modes 1 and 2, a binary mask is used instead (see mode 1 tab)\n\nIn mode 2,  the harmonic and percussive masks use separate thresholds. This means that two components are no longer guarranteed to sum to the source, and so the residual outlet contains any leftovers. With some patient experimentation, one can sometimes manage to place noisier material in the residual, with tonal / persussive material in the other two channels. ",
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diff --git a/help/fluid.jit.plotter.maxhelp b/help/fluid.jit.plotter.maxhelp
new file mode 100644
index 00000000..89a8e4ea
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diff --git a/help/fluid.kmeans~.maxhelp b/help/fluid.kmeans~.maxhelp
index efaf0063..5410d6f1 100644
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+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-3",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 316.0, 132.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "1",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bubble" : 1,
+									"id" : "obj-11",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 187.0, 130.0, 127.0, 25.0 ],
+									"text" : "Choose a dataset"
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"args" : [ 4 ],
 									"bgmode" : 0,
@@ -3813,7 +3845,7 @@
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 850.0, 318.5, 20.0, 20.0 ],
+									"patching_rect" : [ 850.0, 338.5, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "4",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -3841,7 +3873,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 650.0, 301.5, 190.0, 54.0 ],
+									"patching_rect" : [ 650.0, 321.5, 190.0, 54.0 ],
 									"text" : "Then fitpredict to predict the cluster for each point based on the means we provided.",
 									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
 								}
@@ -3857,8 +3889,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -4064,7 +4096,7 @@
  ]
 									}
 ,
-									"patching_rect" : [ 317.0, 180.0, 154.0, 23.0 ],
+									"patching_rect" : [ 317.0, 230.0, 154.0, 23.0 ],
 									"saved_object_attributes" : 									{
 										"description" : "",
 										"digest" : "",
@@ -4087,8 +4119,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -4335,7 +4367,7 @@
  ]
 									}
 ,
-									"patching_rect" : [ 223.0, 180.0, 92.0, 23.0 ],
+									"patching_rect" : [ 223.0, 230.0, 92.0, 23.0 ],
 									"saved_object_attributes" : 									{
 										"description" : "",
 										"digest" : "",
@@ -4354,7 +4386,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 261.0, 250.0, 230.0, 23.0 ],
+									"patching_rect" : [ 261.0, 280.0, 230.0, 23.0 ],
 									"text" : "clear, setmeans help.kmeans.3.means"
 								}
 
@@ -4372,7 +4404,7 @@
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 690.0, 158.5, 20.0, 20.0 ],
+									"patching_rect" : [ 690.0, 208.5, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "2",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -4387,7 +4419,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 500.0, 135.5, 187.0, 69.0 ],
+									"patching_rect" : [ 500.0, 185.5, 187.0, 69.0 ],
 									"text" : "Instead of learning the \"means\" from scratch we can seed the algorithm with starting points to work from."
 								}
 
@@ -4403,8 +4435,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -4589,8 +4621,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -4821,7 +4853,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 340.0, 310.0, 300.0, 23.0 ],
+									"patching_rect" : [ 340.0, 330.0, 300.0, 23.0 ],
 									"text" : "fitpredict help.kmeans.3.data help.kmeans.3.labels"
 								}
 
@@ -4860,7 +4892,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 223.0, 140.0, 269.0, 23.0 ],
+									"patching_rect" : [ 223.0, 190.0, 269.0, 23.0 ],
 									"text" : "0 0.1 0.1, 1 0.2 0.2, 2 0.3 0.3, 3 0.4 0.4, bang"
 								}
 
@@ -4873,7 +4905,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 493.0, 234.5, 248.0, 54.0 ],
+									"patching_rect" : [ 493.0, 264.5, 248.0, 54.0 ],
 									"text" : "Once the means have been stored in a dataset~ we then \"set\" those means in the fluid.kmeans~ object like so",
 									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
 								}
@@ -4892,7 +4924,7 @@
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 739.0, 250.0, 20.0, 20.0 ],
+									"patching_rect" : [ 739.0, 280.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "3",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -4911,7 +4943,7 @@
 									"mode" : 0,
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 210.0, 127.5, 288.0, 85.0 ],
+									"patching_rect" : [ 210.0, 177.5, 288.0, 85.0 ],
 									"proportion" : 0.5
 								}
 
@@ -4928,7 +4960,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-4", 0 ],
-									"midpoints" : [ 232.5, 165.0, 232.5, 165.0 ],
+									"midpoints" : [ 232.5, 215.0, 232.5, 215.0 ],
 									"order" : 1,
 									"source" : [ "obj-13", 0 ]
 								}
@@ -4937,7 +4969,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-7", 0 ],
-									"midpoints" : [ 232.5, 174.0, 326.5, 174.0 ],
+									"midpoints" : [ 232.5, 224.0, 326.5, 224.0 ],
 									"order" : 0,
 									"source" : [ "obj-13", 0 ]
 								}
@@ -5065,14 +5097,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 35.0, 114.0, 985.0, 748.0 ],
+						"rect" : [ 35.0, 113.0, 985.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -5112,8 +5144,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -5406,8 +5438,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -5779,14 +5811,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 985.0, 748.0 ],
+						"rect" : [ 0.0, 26.0, 985.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 12.0,
diff --git a/help/fluid.labelset~.maxhelp b/help/fluid.labelset~.maxhelp
index a6c34d9e..0c063403 100644
--- a/help/fluid.labelset~.maxhelp
+++ b/help/fluid.labelset~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 3,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 35.0, 88.0, 853.0, 707.0 ],
+		"rect" : [ 523.0, 87.0, 853.0, 707.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 12.0,
@@ -50,14 +50,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 35.0, 114.0, 853.0, 681.0 ],
+						"rect" : [ 523.0, 113.0, 853.0, 681.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -141,7 +141,7 @@
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 930.0, 180.0, 20.0, 20.0 ],
+									"patching_rect" : [ 832.5, 182.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "3",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -165,7 +165,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 456.0, 188.5, 132.0, 23.0 ],
+									"patching_rect" : [ 433.5, 190.5, 132.0, 23.0 ],
 									"text" : "merge data1 1, dump"
 								}
 
@@ -178,7 +178,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 590.0, 180.0, 263.0, 40.0 ],
+									"patching_rect" : [ 567.5, 182.0, 263.0, 40.0 ],
 									"text" : "By default, merge doesn't replace the label if the identifier was already present"
 								}
 
@@ -190,8 +190,8 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 670.0, 290.0, 150.0, 94.0 ],
-									"text" : "Notice after clicking merge that some new animals will appear in this dictionary (a representation of the labelset).",
+									"patching_rect" : [ 643.0, 292.0, 150.0, 94.0 ],
+									"text" : "Notice after clicking merge that some new numbers will appear in this dictionary (a representation of the labelset).",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
 
@@ -209,7 +209,7 @@
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 848.0, 130.0, 20.0, 20.0 ],
+									"patching_rect" : [ 805.0, 132.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "2",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -273,7 +273,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "" ],
-									"patching_rect" : [ 447.0, 138.0, 121.0, 23.0 ],
+									"patching_rect" : [ 420.0, 140.0, 121.0, 23.0 ],
 									"text" : "merge data1, dump"
 								}
 
@@ -306,7 +306,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 570.0, 122.5, 260.0, 54.0 ],
+									"patching_rect" : [ 543.0, 124.5, 260.0, 54.0 ],
 									"text" : "Merge the contents of fluid.labelset~ named \"data1\" into \"data2\". \"dump\" is automatically called afterwards."
 								}
 
@@ -317,7 +317,7 @@
 									"maxclass" : "dict.view",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 463.0, 288.0, 196.25, 195.0 ],
+									"patching_rect" : [ 439.0, 290.0, 196.25, 195.0 ],
 									"stripecolor" : [ 1.0, 0.392156862745098, 0.0, 0.54 ]
 								}
 
@@ -329,7 +329,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
-									"patching_rect" : [ 463.0, 253.0, 74.0, 23.0 ],
+									"patching_rect" : [ 439.0, 255.0, 74.0, 23.0 ],
 									"text" : "route dump"
 								}
 
@@ -342,7 +342,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
-									"patching_rect" : [ 360.0, 220.0, 125.0, 23.0 ],
+									"patching_rect" : [ 333.0, 222.0, 125.0, 23.0 ],
 									"text" : "fluid.labelset~ data2"
 								}
 
@@ -353,7 +353,7 @@
 									"maxclass" : "dict.view",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 123.0, 288.0, 195.875, 190.0 ],
+									"patching_rect" : [ 126.0, 290.0, 195.875, 190.0 ],
 									"stripecolor" : [ 0.427450980392157, 0.843137254901961, 1.0, 0.45 ]
 								}
 
@@ -365,7 +365,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
-									"patching_rect" : [ 123.0, 253.0, 74.0, 23.0 ],
+									"patching_rect" : [ 126.0, 255.0, 74.0, 23.0 ],
 									"text" : "route dump"
 								}
 
@@ -421,6 +421,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-34", 0 ],
+									"midpoints" : [ 229.5, 209.5, 342.5, 209.5 ],
 									"source" : [ "obj-16", 0 ]
 								}
 
@@ -442,7 +443,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-34", 0 ],
-									"midpoints" : [ 456.5, 213.0, 369.5, 213.0 ],
+									"midpoints" : [ 429.5, 215.0, 342.5, 215.0 ],
 									"source" : [ "obj-44", 0 ]
 								}
 
@@ -450,7 +451,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-34", 0 ],
-									"midpoints" : [ 465.5, 211.0, 369.5, 211.0 ],
+									"midpoints" : [ 443.0, 217.0, 342.5, 217.0 ],
 									"source" : [ "obj-5", 0 ]
 								}
 
@@ -466,6 +467,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-16", 0 ],
+									"midpoints" : [ 29.5, 151.5, 229.5, 151.5 ],
 									"order" : 0,
 									"source" : [ "obj-9", 0 ]
 								}
@@ -546,8 +548,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -1026,8 +1028,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -1063,6 +1065,18 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"id" : "obj-15",
+									"linecount" : 2,
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 30.0, 405.0, 120.0, 38.0 ],
+									"text" : "print fluid.labelset~ @popup 1"
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"id" : "obj-12",
 									"maxclass" : "comment",
@@ -1137,8 +1151,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1244,8 +1258,8 @@
 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
-															"minor" : 3,
-															"revision" : 3,
+															"minor" : 5,
+															"revision" : 5,
 															"architecture" : "x64",
 															"modernui" : 1
 														}
@@ -1614,8 +1628,8 @@
 									"maxclass" : "newobj",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 264.0, 435.0, 98.0, 23.0 ],
-									"text" : "print @popup 1"
+									"patching_rect" : [ 264.0, 435.0, 181.0, 23.0 ],
+									"text" : "print fluid.labelset~ @popup 1"
 								}
 
 							}
@@ -1741,6 +1755,13 @@
 							}
  ],
 						"lines" : [ 							{
+								"patchline" : 								{
+									"destination" : [ "obj-15", 0 ],
+									"source" : [ "obj-1", 0 ]
+								}
+
+							}
+, 							{
 								"patchline" : 								{
 									"destination" : [ "obj-16", 0 ],
 									"source" : [ "obj-1", 1 ]
@@ -1900,8 +1921,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -2017,8 +2038,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 3,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -2496,8 +2517,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -3031,8 +3052,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 3,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -3086,43 +3107,6 @@
 			}
  ],
 		"lines" : [  ],
-		"dependency_cache" : [ 			{
-				"name" : "fluid.bufflatten~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.bufmfcc~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.bufstats~.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "fluid.flucomaorg.maxpat",
-				"bootpath" : "~/Documents/documents@hudd/research/projects/fluid corpus navigation/research/nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"type" : "JSON",
-				"implicit" : 1
-			}
-, 			{
-				"name" : "fluid.learn.maxpat",
-				"bootpath" : "~/Documents/documents@hudd/research/projects/fluid corpus navigation/research/nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"type" : "JSON",
-				"implicit" : 1
-			}
-, 			{
-				"name" : "fluid.libmanipulation.mxo",
-				"type" : "iLaX"
-			}
-, 			{
-				"name" : "helpdetails.js",
-				"bootpath" : "C74:/help/resources",
-				"type" : "TEXT",
-				"implicit" : 1
-			}
- ],
 		"autosave" : 0
 	}
 
diff --git a/help/fluid.melbands~.maxhelp b/help/fluid.melbands~.maxhelp
index eeb74095..e0cae78f 100644
--- a/help/fluid.melbands~.maxhelp
+++ b/help/fluid.melbands~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 77.0, 87.0, 800.0, 745.0 ],
+		"rect" : [ 77.0, 87.0, 831.0, 723.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 13.0,
@@ -50,14 +50,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 77.0, 113.0, 800.0, 719.0 ],
+						"rect" : [ 0.0, 26.0, 831.0, 697.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -87,6 +87,40 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"bgcolor" : [ 0.0, 0.0, 0.0, 0.0 ],
+									"bubble" : 1,
+									"id" : "obj-14",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 251.0, 130.0, 113.0, 25.0 ],
+									"text" : "select a source",
+									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"bgcolor" : [ 1.0, 0.788235, 0.470588, 1.0 ],
+									"fontname" : "Arial Bold",
+									"hint" : "",
+									"id" : "obj-13",
+									"ignoreclick" : 1,
+									"legacytextcolor" : 1,
+									"maxclass" : "textbutton",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "", "int" ],
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+									"patching_rect" : [ 366.0, 132.5, 20.0, 20.0 ],
+									"rounded" : 60.0,
+									"text" : "2",
+									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
+								}
+
+							}
+, 							{
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 									"filename" : "helpargs.js",
@@ -143,7 +177,7 @@
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 									"rounded" : 60.0,
-									"text" : "3",
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 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
 								}
 
@@ -279,8 +313,8 @@
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 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -587,8 +621,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -669,8 +703,8 @@
 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
-															"minor" : 3,
-															"revision" : 0,
+															"minor" : 5,
+															"revision" : 5,
 															"architecture" : "x64",
 															"modernui" : 1
 														}
@@ -1464,7 +1498,7 @@
 									"parameter_enable" : 0,
 									"patching_rect" : [ 184.0, 283.666687000000024, 20.0, 20.0 ],
 									"rounded" : 60.0,
-									"text" : "2",
+									"text" : "3",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
 								}
 
@@ -1860,14 +1894,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 800.0, 719.0 ],
+						"rect" : [ 77.0, 113.0, 831.0, 697.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -1897,6 +1931,18 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"id" : "obj-8",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 30.0, 476.666666666666629, 38.0, 23.0 ],
+									"text" : "defer"
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"bubble" : 1,
 									"id" : "obj-1",
@@ -1935,7 +1981,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 180.0, 491.0, 393.0, 21.0 ],
+									"patching_rect" : [ 180.0, 511.0, 393.0, 21.0 ],
 									"text" : "Smoothing the mel bands output makes it a bit easier to visualise it",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
@@ -1945,10 +1991,10 @@
 								"box" : 								{
 									"id" : "obj-15",
 									"maxclass" : "newobj",
-									"numinlets" : 2,
+									"numinlets" : 1,
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "" ],
-									"patching_rect" : [ 30.0, 490.0, 147.0, 23.0 ],
+									"patching_rect" : [ 30.0, 509.999999999999943, 147.0, 23.0 ],
 									"text" : "fluid.stats 40 @history 5"
 								}
 
@@ -2006,12 +2052,13 @@
 									"candycane" : 9,
 									"ghostbar" : 42,
 									"id" : "obj-26",
+									"ignoreclick" : 1,
 									"maxclass" : "multislider",
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 30.0, 530.0, 300.0, 100.0 ],
+									"patching_rect" : [ 30.0, 550.0, 300.0, 100.0 ],
 									"setminmax" : [ 0.0, 0.03999999910593 ],
 									"size" : 40
 								}
@@ -2024,7 +2071,7 @@
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 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
-									"patching_rect" : [ 30.0, 450.0, 64.0, 23.0 ],
+									"patching_rect" : [ 30.0, 443.333333333333314, 64.0, 23.0 ],
 									"text" : "zl.change"
 								}
 
@@ -2216,7 +2263,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-26", 0 ],
-									"midpoints" : [ 39.5, 516.0, 39.5, 516.0 ],
+									"midpoints" : [ 39.5, 536.0, 39.5, 536.0 ],
 									"source" : [ "obj-15", 0 ]
 								}
 
@@ -2282,6 +2329,13 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-15", 0 ],
+									"source" : [ "obj-8", 0 ]
+								}
+
+							}
+, 							{
+								"patchline" : 								{
+									"destination" : [ "obj-8", 0 ],
 									"source" : [ "obj-85", 0 ]
 								}
 
@@ -2386,14 +2440,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 800.0, 719.0 ],
+						"rect" : [ 0.0, 26.0, 831.0, 697.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
diff --git a/help/fluid.mfcc~.maxhelp b/help/fluid.mfcc~.maxhelp
index 1eb449c3..23b8f7dd 100644
--- a/help/fluid.mfcc~.maxhelp
+++ b/help/fluid.mfcc~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
@@ -51,14 +51,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 99.0, 113.0, 742.0, 608.0 ],
+						"rect" : [ 0.0, 26.0, 742.0, 608.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -88,6 +88,54 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
+									"basictuning" : 440,
+									"clipheight" : 34.0,
+									"data" : 									{
+										"clips" : [ 											{
+												"absolutepath" : "Tremblay-ASWINE-ScratchySynth-M.wav",
+												"filename" : "Tremblay-ASWINE-ScratchySynth-M.wav",
+												"filekind" : "audiofile",
+												"id" : "u450010867",
+												"loop" : 1,
+												"content_state" : 												{
+													"loop" : 1
+												}
+
+											}
+, 											{
+												"absolutepath" : "Olencki-TenTromboneLongTones-M.wav",
+												"filename" : "Olencki-TenTromboneLongTones-M.wav",
+												"filekind" : "audiofile",
+												"id" : "u465010896",
+												"loop" : 1,
+												"content_state" : 												{
+													"loop" : 1
+												}
+
+											}
+ ]
+									}
+,
+									"followglobaltempo" : 0,
+									"formantcorrection" : 0,
+									"id" : "obj-3",
+									"maxclass" : "playlist~",
+									"mode" : "basic",
+									"numinlets" : 1,
+									"numoutlets" : 5,
+									"originallength" : [ 0.0, "ticks" ],
+									"originaltempo" : 120.0,
+									"outlettype" : [ "signal", "signal", "signal", "", "dictionary" ],
+									"parameter_enable" : 0,
+									"patching_rect" : [ 10.333374000000049, 100.0, 327.0, 70.0 ],
+									"pitchcorrection" : 0,
+									"quality" : "basic",
+									"timestretch" : [ 0 ]
+								}
+
+							}
+, 							{
 								"box" : 								{
 									"arrows" : 1,
 									"id" : "obj-18",
@@ -95,7 +143,7 @@
 									"maxclass" : "live.line",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 160.0, 414.75, 130.0, 18.25 ]
+									"patching_rect" : [ 162.333374000000049, 340.0, 116.0, 20.125 ]
 								}
 
 							}
@@ -106,7 +154,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 290.0, 410.0, 300.0, 79.0 ],
+									"patching_rect" : [ 280.333374000000049, 340.0, 300.0, 79.0 ],
 									"text" : "Inside this subpatch a Euclidian distance is calculated on the current MFCC analysis to the one stored against either the first or second template. The lower the number, the more similar it is.",
 									"textcolor" : [ 0.5, 0.5, 0.5, 1.0 ]
 								}
@@ -119,7 +167,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 250.0, 290.0, 75.0, 25.0 ],
+									"patching_rect" : [ 240.333374000000049, 220.0, 75.0, 25.0 ],
 									"text" : "audio on"
 								}
 
@@ -137,7 +185,7 @@
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 327.0, 292.5, 20.0, 20.0 ],
+									"patching_rect" : [ 317.333374000000049, 222.5, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "1",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -155,27 +203,15 @@
 									"textcolor" : [ 0.5, 0.5, 0.5, 1.0 ]
 								}
 
-							}
-, 							{
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-									"maxclass" : "toggle",
-									"numinlets" : 1,
-									"numoutlets" : 1,
-									"outlettype" : [ "int" ],
-									"parameter_enable" : 0,
-									"patching_rect" : [ 321.666625999999951, 90.0, 24.0, 24.0 ]
-								}
-
 							}
 , 							{
 								"box" : 								{
 									"id" : "obj-9",
 									"maxclass" : "newobj",
-									"numinlets" : 2,
+									"numinlets" : 1,
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "" ],
-									"patching_rect" : [ 20.0, 320.0, 155.0, 23.0 ],
+									"patching_rect" : [ 10.333374000000049, 250.0, 155.0, 23.0 ],
 									"text" : "fluid.stats 20 @history 10"
 								}
 
@@ -185,43 +221,19 @@
 									"candycane" : 9,
 									"ghostbar" : 42,
 									"id" : "obj-26",
+									"ignoreclick" : 1,
 									"maxclass" : "multislider",
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 260.0, 517.0, 240.0, 63.0 ],
+									"patching_rect" : [ 250.333374000000049, 447.0, 240.0, 63.0 ],
 									"setminmax" : [ -60.0, 60.0 ],
 									"setstyle" : 1,
 									"signed" : 1,
 									"size" : 20
 								}
 
-							}
-, 							{
-								"box" : 								{
-									"id" : "obj-8",
-									"maxclass" : "newobj",
-									"numinlets" : 2,
-									"numoutlets" : 1,
-									"outlettype" : [ "signal" ],
-									"patching_rect" : [ 20.0, 210.0, 29.5, 23.0 ],
-									"text" : "+~"
-								}
-
-							}
-, 							{
-								"box" : 								{
-									"id" : "obj-6",
-									"linecount" : 2,
-									"maxclass" : "newobj",
-									"numinlets" : 2,
-									"numoutlets" : 2,
-									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 321.666625999999951, 130.0, 298.0, 38.0 ],
-									"text" : "sfplay~ @audiofile Olencki-TenTromboneLongTones-M.wav @loop 1"
-								}
-
 							}
 , 							{
 								"box" : 								{
@@ -230,32 +242,7 @@
 									"maxclass" : "ezdac~",
 									"numinlets" : 2,
 									"numoutlets" : 0,
-									"patching_rect" : [ 199.666625999999951, 280.0, 45.0, 45.0 ]
-								}
-
-							}
-, 							{
-								"box" : 								{
-									"id" : "obj-4",
-									"maxclass" : "toggle",
-									"numinlets" : 1,
-									"numoutlets" : 1,
-									"outlettype" : [ "int" ],
-									"parameter_enable" : 0,
-									"patching_rect" : [ 20.0, 90.0, 24.0, 24.0 ]
-								}
-
-							}
-, 							{
-								"box" : 								{
-									"id" : "obj-2",
-									"linecount" : 2,
-									"maxclass" : "newobj",
-									"numinlets" : 2,
-									"numoutlets" : 2,
-									"outlettype" : [ "signal", "bang" ],
-									"patching_rect" : [ 20.0, 130.0, 300.0, 38.0 ],
-									"text" : "sfplay~ @audiofile Tremblay-ASWINE-ScratchySynth-M.wav @loop 1"
+									"patching_rect" : [ 190.0, 210.0, 45.0, 45.0 ]
 								}
 
 							}
@@ -266,7 +253,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
-									"patching_rect" : [ 20.0, 280.0, 170.0, 23.0 ],
+									"patching_rect" : [ 10.333374000000049, 210.0, 170.0, 23.0 ],
 									"text" : "fluid.mfcc~ 20 @startcoeff 1"
 								}
 
@@ -274,12 +261,12 @@
 , 							{
 								"box" : 								{
 									"id" : "obj-43",
-									"linecount" : 9,
+									"linecount" : 12,
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 358.0, 235.0, 196.0, 137.0 ],
-									"text" : "1) Play one of the sfplay~ sources.\n\n2) Click on the first button to define the a timbre template. \n\n3) Select the other second and use second button to define a 2nd template.",
+									"patching_rect" : [ 348.333374000000049, 150.0, 196.0, 181.0 ],
+									"text" : "1) Play one of the playlist sources.\n\n2) Click on Learn Template 1 to define a timbre template. \n\n3) Select the second source and click Learn Template 2\n\n4) Now the Match Template buttons will activate when their associated source is played",
 									"textcolor" : [ 0.5, 0.5, 0.5, 1.0 ]
 								}
 
@@ -288,13 +275,14 @@
 								"box" : 								{
 									"appearance" : 1,
 									"id" : "obj-36",
+									"ignoreclick" : 1,
 									"maxclass" : "live.text",
 									"mode" : 0,
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
 									"parameter_enable" : 1,
-									"patching_rect" : [ 123.0, 544.0, 113.0, 19.0 ],
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 									"rounded" : 100.0,
 									"saved_attribute_attributes" : 									{
 										"valueof" : 										{
@@ -316,13 +304,14 @@
 								"box" : 								{
 									"appearance" : 1,
 									"id" : "obj-37",
+									"ignoreclick" : 1,
 									"maxclass" : "live.text",
 									"mode" : 0,
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
 									"parameter_enable" : 1,
-									"patching_rect" : [ 20.0, 544.0, 101.0, 19.0 ],
+									"patching_rect" : [ 10.333374000000049, 474.0, 101.0, 19.0 ],
 									"rounded" : 100.0,
 									"saved_attribute_attributes" : 									{
 										"valueof" : 										{
@@ -350,7 +339,7 @@
 									"numoutlets" : 2,
 									"outlettype" : [ "", "" ],
 									"parameter_enable" : 1,
-									"patching_rect" : [ 147.5, 375.0, 101.0, 19.0 ],
+									"patching_rect" : [ 137.833374000000049, 305.0, 101.0, 19.0 ],
 									"rounded" : 100.0,
 									"saved_attribute_attributes" : 									{
 										"valueof" : 										{
@@ -378,7 +367,7 @@
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 									"outlettype" : [ "", "" ],
 									"parameter_enable" : 1,
-									"patching_rect" : [ 43.0, 375.0, 101.0, 19.0 ],
+									"patching_rect" : [ 33.333374000000049, 305.0, 101.0, 19.0 ],
 									"rounded" : 100.0,
 									"saved_attribute_attributes" : 									{
 										"valueof" : 										{
@@ -403,7 +392,7 @@
 									"numinlets" : 3,
 									"numoutlets" : 3,
 									"outlettype" : [ "bang", "bang", "" ],
-									"patching_rect" : [ 20.0, 517.0, 225.0, 23.0 ],
+									"patching_rect" : [ 10.333374000000049, 447.0, 225.0, 23.0 ],
 									"text" : "sel 1 0"
 								}
 
@@ -416,7 +405,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 380.0, 193.0, 161.0, 40.0 ],
+									"patching_rect" : [ 370.333374000000049, 108.0, 161.0, 40.0 ],
 									"text" : "Follow these instructions"
 								}
 
@@ -434,7 +423,7 @@
 									"numoutlets" : 3,
 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 358.0, 193.0, 20.0, 20.0 ],
+									"patching_rect" : [ 348.333374000000049, 108.0, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "2",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -448,7 +437,7 @@
 									"numinlets" : 2,
 									"numoutlets" : 1,
 									"outlettype" : [ "int" ],
-									"patching_rect" : [ 20.0, 487.0, 31.0, 23.0 ],
+									"patching_rect" : [ 10.333374000000049, 417.0, 31.0, 23.0 ],
 									"text" : "< 0."
 								}
 
@@ -462,7 +451,7 @@
 									"numoutlets" : 2,
 									"outlettype" : [ "", "bang" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 108.0, 445.0, 82.0, 23.0 ]
+									"patching_rect" : [ 137.833374000000049, 375.0, 82.0, 23.0 ]
 								}
 
 							}
@@ -475,7 +464,7 @@
 									"numoutlets" : 2,
 									"outlettype" : [ "", "bang" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 20.0, 445.0, 82.0, 23.0 ]
+									"patching_rect" : [ 10.333374000000049, 375.0, 82.0, 23.0 ]
 								}
 
 							}
@@ -490,8 +479,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -794,7 +783,7 @@
  ]
 									}
 ,
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+									"patching_rect" : [ 10.333374000000049, 340.0, 146.5, 23.0 ],
 									"saved_object_attributes" : 									{
 										"description" : "",
 										"digest" : "",
@@ -833,51 +822,57 @@
 							}
 , 							{
 								"patchline" : 								{
-									"destination" : [ "obj-6", 0 ],
-									"source" : [ "obj-11", 0 ]
+									"destination" : [ "obj-36", 0 ],
+									"source" : [ "obj-27", 1 ]
 								}
 
 							}
 , 							{
 								"patchline" : 								{
-									"destination" : [ "obj-8", 0 ],
-									"midpoints" : [ 29.5, 169.0, 29.5, 169.0 ],
-									"source" : [ "obj-2", 0 ]
+									"destination" : [ "obj-37", 0 ],
+									"source" : [ "obj-27", 0 ]
 								}
 
 							}
 , 							{
 								"patchline" : 								{
-									"destination" : [ "obj-36", 0 ],
-									"source" : [ "obj-27", 1 ]
+									"destination" : [ "obj-1", 0 ],
+									"midpoints" : [ 19.833374000000049, 185.0, 19.833374000000049, 185.0 ],
+									"order" : 2,
+									"source" : [ "obj-3", 0 ]
 								}
 
 							}
 , 							{
 								"patchline" : 								{
-									"destination" : [ "obj-37", 0 ],
-									"source" : [ "obj-27", 0 ]
+									"destination" : [ "obj-5", 1 ],
+									"midpoints" : [ 19.833374000000049, 197.0, 225.5, 197.0 ],
+									"order" : 0,
+									"source" : [ "obj-3", 0 ]
 								}
 
 							}
 , 							{
 								"patchline" : 								{
-									"destination" : [ "obj-57", 1 ],
-									"source" : [ "obj-32", 0 ]
+									"destination" : [ "obj-5", 0 ],
+									"midpoints" : [ 19.833374000000049, 197.0, 199.5, 197.0 ],
+									"order" : 1,
+									"source" : [ "obj-3", 0 ]
 								}
 
 							}
 , 							{
 								"patchline" : 								{
-									"destination" : [ "obj-57", 2 ],
-									"source" : [ "obj-33", 0 ]
+									"destination" : [ "obj-57", 1 ],
+									"midpoints" : [ 42.833374000000049, 331.5, 83.583374000000049, 331.5 ],
+									"source" : [ "obj-32", 0 ]
 								}
 
 							}
 , 							{
 								"patchline" : 								{
-									"destination" : [ "obj-2", 0 ],
-									"source" : [ "obj-4", 0 ]
+									"destination" : [ "obj-57", 2 ],
+									"source" : [ "obj-33", 0 ]
 								}
 
 							}
@@ -891,7 +886,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-63", 0 ],
-									"midpoints" : [ 146.5, 438.0, 117.5, 438.0 ],
+									"midpoints" : [ 147.333374000000049, 368.0, 147.333374000000049, 368.0 ],
 									"source" : [ "obj-57", 1 ]
 								}
 
@@ -902,49 +897,14 @@
 									"source" : [ "obj-59", 0 ]
 								}
 
-							}
-, 							{
-								"patchline" : 								{
-									"destination" : [ "obj-8", 0 ],
-									"midpoints" : [ 331.166625999999951, 196.0, 29.5, 196.0 ],
-									"source" : [ "obj-6", 0 ]
-								}
-
 							}
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-80", 1 ],
-									"midpoints" : [ 117.5, 481.0, 41.5, 481.0 ],
+									"midpoints" : [ 147.333374000000049, 411.0, 31.833374000000049, 411.0 ],
 									"source" : [ "obj-63", 0 ]
 								}
 
-							}
-, 							{
-								"patchline" : 								{
-									"destination" : [ "obj-1", 0 ],
-									"midpoints" : [ 29.5, 255.0, 29.5, 255.0 ],
-									"order" : 2,
-									"source" : [ "obj-8", 0 ]
-								}
-
-							}
-, 							{
-								"patchline" : 								{
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-									"midpoints" : [ 29.5, 267.0, 235.166625999999951, 267.0 ],
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-									"source" : [ "obj-8", 0 ]
-								}
-
-							}
-, 							{
-								"patchline" : 								{
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-									"midpoints" : [ 29.5, 267.0, 209.166625999999951, 267.0 ],
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-									"source" : [ "obj-8", 0 ]
-								}
-
 							}
 , 							{
 								"patchline" : 								{
@@ -956,7 +916,7 @@
 , 							{
 								"patchline" : 								{
 									"destination" : [ "obj-26", 0 ],
-									"midpoints" : [ 29.5, 362.0, 269.5, 362.0 ],
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 									"order" : 0,
 									"source" : [ "obj-9", 0 ]
 								}
@@ -1047,8 +1007,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
@@ -1103,8 +1063,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1382,7 +1342,7 @@
 									"maxclass" : "comment",
 									"numinlets" : 1,
 									"numoutlets" : 0,
-									"patching_rect" : [ 157.333374000000049, 412.0, 75.0, 25.0 ],
+									"patching_rect" : [ 110.0, 250.0, 75.0, 25.0 ],
 									"text" : "audio on"
 								}
 
@@ -1489,7 +1449,7 @@
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 									"outlettype" : [ "", "", "int" ],
 									"parameter_enable" : 0,
-									"patching_rect" : [ 234.333374000000049, 414.5, 20.0, 20.0 ],
+									"patching_rect" : [ 187.0, 252.5, 20.0, 20.0 ],
 									"rounded" : 60.0,
 									"text" : "1",
 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
@@ -1501,6 +1461,7 @@
 									"candycane" : 9,
 									"ghostbar" : 42,
 									"id" : "obj-26",
+									"ignoreclick" : 1,
 									"maxclass" : "multislider",
 									"numinlets" : 1,
 									"numoutlets" : 2,
@@ -1685,14 +1646,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 742.0, 608.0 ],
+						"rect" : [ 99.0, 113.0, 742.0, 608.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -1878,6 +1839,7 @@
 									"candycane" : 9,
 									"ghostbar" : 42,
 									"id" : "obj-26",
+									"ignoreclick" : 1,
 									"maxclass" : "multislider",
 									"numinlets" : 1,
 									"numoutlets" : 2,
@@ -2167,8 +2129,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
diff --git a/help/fluid.mlpclassifier~.maxhelp b/help/fluid.mlpclassifier~.maxhelp
index 9ad7e25e..fbf91996 100644
--- a/help/fluid.mlpclassifier~.maxhelp
+++ b/help/fluid.mlpclassifier~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 35.0, 88.0, 937.0, 777.0 ],
+		"rect" : [ 35.0, 87.0, 937.0, 724.0 ],
 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 13.0,
@@ -61,14 +61,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 937.0, 751.0 ],
+						"rect" : [ 0.0, 26.0, 937.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -360,8 +360,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -444,8 +444,8 @@
 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
-															"minor" : 3,
-															"revision" : 0,
+															"minor" : 5,
+															"revision" : 5,
 															"architecture" : "x64",
 															"modernui" : 1
 														}
@@ -1442,14 +1442,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 35.0, 114.0, 937.0, 751.0 ],
+						"rect" : [ 35.0, 113.0, 937.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -1503,26 +1503,6 @@
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
 
-							}
-, 							{
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-									"fontname" : "Arial Bold",
-									"hint" : "",
-									"id" : "obj-44",
-									"ignoreclick" : 1,
-									"legacytextcolor" : 1,
-									"maxclass" : "textbutton",
-									"numinlets" : 1,
-									"numoutlets" : 3,
-									"outlettype" : [ "", "", "int" ],
-									"parameter_enable" : 0,
-									"patching_rect" : [ 418.0, 605.5, 20.0, 20.0 ],
-									"rounded" : 60.0,
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-									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
-								}
-
 							}
 , 							{
 								"box" : 								{
@@ -1722,8 +1702,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -2189,8 +2169,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -3000,14 +2980,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 937.0, 751.0 ],
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 						"bglocked" : 0,
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diff --git a/help/fluid.nmffilter~.maxhelp b/help/fluid.nmffilter~.maxhelp
index 8d237b68..6b901bc3 100644
--- a/help/fluid.nmffilter~.maxhelp
+++ b/help/fluid.nmffilter~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
+			"revision" : 5,
 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 35.0, 88.0, 920.0, 761.0 ],
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 		"bglocked" : 0,
 		"openinpresentation" : 0,
 		"default_fontsize" : 13.0,
@@ -50,14 +50,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 920.0, 735.0 ],
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@@ -276,8 +276,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -736,28 +736,6 @@
 									"text" : "fluid.bufnmf~ @source help.filter.src.1 @bases help.filter.bases.1 @resynth help.filter.resynth.1 @resynthmode 1 @components 2"
 								}
 
-							}
-, 							{
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-									"bgmode" : 0,
-									"border" : 0,
-									"clickthrough" : 0,
-									"enablehscroll" : 0,
-									"enablevscroll" : 0,
-									"id" : "obj-4",
-									"lockeddragscroll" : 0,
-									"lockedsize" : 0,
-									"maxclass" : "bpatcher",
-									"name" : "fluid.bufloader.maxpat",
-									"numinlets" : 0,
-									"numoutlets" : 1,
-									"offset" : [ 0.0, 0.0 ],
-									"outlettype" : [ "" ],
-									"patching_rect" : [ 20.0, 130.0, 290.0, 30.0 ],
-									"viewvisibility" : 1
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-
 							}
 , 							{
 								"box" : 								{
@@ -766,8 +744,8 @@
 									"numinlets" : 1,
 									"numoutlets" : 2,
 									"outlettype" : [ "float", "bang" ],
-									"patching_rect" : [ 20.0, 168.0, 137.0, 23.0 ],
-									"text" : "buffer~ help.filter.src.1"
+									"patching_rect" : [ 20.0, 168.0, 253.0, 23.0 ],
+									"text" : "buffer~ help.filter.src.1 Nicol-LoopE-M.wav"
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 										"appversion" : 										{
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@@ -1334,13 +1312,6 @@
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 						"appversion" : 						{
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 ,
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@@ -1469,6 +1440,21 @@
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 						"boxes" : [ 							{
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+									"text" : "try playing the guitar through the piano's filter or repeat step one to reprocess for the guitar",
+									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
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@@ -1754,8 +1740,8 @@
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@@ -1994,14 +1980,14 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
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+											"minor" : 5,
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 										}
 ,
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 													"text" : "t clear"
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@@ -2072,7 +2058,7 @@
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 													"text" : "1987Hz 0.15q 0.8gain"
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@@ -2083,7 +2069,7 @@
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 													"text" : "987Hz 0.15q 0.8gain"
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@@ -2098,7 +2084,7 @@
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 													"text" : "+~ 344"
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@@ -2112,7 +2098,7 @@
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+													"patching_rect" : [ 332.40625, 336.0, 32.5, 23.0 ],
 													"text" : "*~"
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@@ -2127,7 +2113,7 @@
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+													"patching_rect" : [ 332.40625, 385.0, 48.0, 38.0 ],
 													"text" : "+~ 566"
 												}
 
@@ -2142,7 +2128,7 @@
 													"numinlets" : 2,
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 													"outlettype" : [ "signal" ],
-													"patching_rect" : [ 193.0, 385.0, 48.0, 22.0 ],
+													"patching_rect" : [ 193.0, 385.0, 48.0, 38.0 ],
 													"text" : "+~ 122"
 												}
 
@@ -2157,7 +2143,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
-													"patching_rect" : [ 439.40625, 175.0, 179.0, 22.0 ],
+													"patching_rect" : [ 439.40625, 175.0, 179.0, 38.0 ],
 													"text" : "expr (491. * 701.) / (607. * 193.)"
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@@ -2172,7 +2158,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 1,
 													"outlettype" : [ "" ],
-													"patching_rect" : [ 506.40625, 205.0, 179.0, 22.0 ],
+													"patching_rect" : [ 506.40625, 205.0, 179.0, 38.0 ],
 													"text" : "expr (463. * 601.) / (613. * 191.)"
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@@ -2186,7 +2172,7 @@
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+													"patching_rect" : [ 489.40625, 242.0, 38.0, 23.0 ],
 													"text" : "rate~"
 												}
 
@@ -2200,7 +2186,7 @@
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 													"outlettype" : [ "signal" ],
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+													"patching_rect" : [ 420.40625, 242.0, 38.0, 23.0 ],
 													"text" : "rate~"
 												}
 
@@ -2214,7 +2200,7 @@
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+													"patching_rect" : [ 412.40625, 336.0, 32.5, 23.0 ],
 													"text" : "*~"
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@@ -2229,7 +2215,7 @@
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+													"patching_rect" : [ 460.8125, 281.0, 45.0, 38.0 ],
 													"text" : "cycle~"
 												}
 
@@ -2244,7 +2230,7 @@
 													"numinlets" : 2,
 													"numoutlets" : 1,
 													"outlettype" : [ "signal" ],
-													"patching_rect" : [ 392.40625, 281.0, 45.0, 22.0 ],
+													"patching_rect" : [ 392.40625, 281.0, 45.0, 38.0 ],
 													"text" : "cycle~"
 												}
 
@@ -2259,7 +2245,7 @@
 													"numinlets" : 1,
 													"numoutlets" : 1,
 													"outlettype" : [ "bang" ],
-													"patching_rect" : [ 284.40625, 134.0, 60.0, 22.0 ],
+													"patching_rect" : [ 284.40625, 134.0, 60.0, 38.0 ],
 													"text" : "loadbang"
 												}
 
@@ -2273,7 +2259,7 @@
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 													"outlettype" : [ "signal" ],
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+													"patching_rect" : [ 193.0, 336.0, 32.5, 23.0 ],
 													"text" : "*~"
 												}
 
@@ -2288,7 +2274,7 @@
 													"numinlets" : 2,
 													"numoutlets" : 1,
 													"outlettype" : [ "signal" ],
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+													"patching_rect" : [ 241.40625, 281.0, 45.0, 38.0 ],
 													"text" : "cycle~"
 												}
 
@@ -2303,7 +2289,7 @@
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 													"text" : "phasor~ 1"
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@@ -2318,7 +2304,7 @@
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 													"text" : "cycle~"
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@@ -2333,7 +2319,7 @@
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 													"text" : "expr (461. * 991.) / (617. * 181.)"
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@@ -2347,7 +2333,7 @@
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+													"patching_rect" : [ 267.40625, 235.5, 38.0, 23.0 ],
 													"text" : "rate~"
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@@ -2360,7 +2346,7 @@
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+													"patching_rect" : [ 779.8125, 683.0, 42.0, 38.0 ],
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@@ -2373,7 +2359,7 @@
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+													"patching_rect" : [ 779.8125, 639.0, 42.0, 38.0 ],
 													"text" : "*~ 0.6"
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@@ -2386,7 +2372,7 @@
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 													"outlettype" : [ "signal" ],
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+													"patching_rect" : [ 779.8125, 530.0, 282.0, 38.0 ],
 													"text" : "biquad~ 0.310663 0. -0.310663 -1.20095 0.223343"
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@@ -2399,7 +2385,7 @@
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+													"patching_rect" : [ 446.3125, 531.0, 288.0, 38.0 ],
 													"text" : "biquad~ 0.385731 0. -0.385731 -0.994448 0.035674"
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@@ -2412,7 +2398,7 @@
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+													"patching_rect" : [ 64.0, 531.0, 288.0, 38.0 ],
 													"text" : "biquad~ 0.254745 0. -0.254745 -1.349683 0.363139"
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@@ -2425,7 +2411,7 @@
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 													"outlettype" : [ "signal" ],
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+													"patching_rect" : [ 779.8125, 605.0, 74.0, 38.0 ],
 													"text" : "tapout~ 567"
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@@ -2438,7 +2424,7 @@
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+													"patching_rect" : [ 779.8125, 572.0, 67.0, 38.0 ],
 													"text" : "tapin~ 567"
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@@ -2451,7 +2437,7 @@
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+													"patching_rect" : [ 64.0, 611.0, 74.0, 38.0 ],
 													"text" : "tapout~ 123"
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@@ -2464,7 +2450,7 @@
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+													"patching_rect" : [ 64.0, 578.0, 67.0, 38.0 ],
 													"text" : "tapin~ 123"
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@@ -2477,7 +2463,7 @@
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 													"text" : "tapout~ 345"
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@@ -2490,7 +2476,7 @@
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+													"patching_rect" : [ 446.3125, 563.0, 67.0, 38.0 ],
 													"text" : "tapin~ 345"
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@@ -3214,14 +3200,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
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 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
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diff --git a/help/fluid.nmfmatch~.maxhelp b/help/fluid.nmfmatch~.maxhelp
index 5497ed30..deea5dfd 100644
--- a/help/fluid.nmfmatch~.maxhelp
+++ b/help/fluid.nmfmatch~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
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 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
-		"rect" : [ 35.0, 88.0, 886.0, 777.0 ],
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@@ -50,14 +50,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
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 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
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@@ -102,7 +102,7 @@
 								"box" : 								{
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@@ -115,6 +115,7 @@
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@@ -153,7 +154,7 @@
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 									"textcolor" : [ 0.34902, 0.34902, 0.34902, 1.0 ]
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@@ -264,28 +265,6 @@
 									"text" : "play~ help.nmfmatch.src.2 2"
 								}
 
-							}
-, 							{
-								"box" : 								{
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@@ -295,8 +274,8 @@
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-									"text" : "buffer~ help.nmfmatch.src.2"
+									"patching_rect" : [ 210.0, 130.0, 447.0, 23.0 ],
+									"text" : "buffer~ help.nmfmatch.src.2 Tremblay-BaB-SoundscapeGolcarWithDog.wav"
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@@ -3052,6 +3024,7 @@
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 													"text" : "This part of the patch uses fluid.bufnmf~ to derive some components based on the crude assumption that if a small part of the guitar sound is broken down into two components, one of those components will contain the plectrum sound almost exclusively. The other component will contain the resonant part of the guitar sound.\n\nTo try and measure this automatically with the computer, we resynthesise two components and then measure the median spectral centroid of each one. We assume that the component with the higher median spectral centroid will be the plectrum. The buffer channel index is then stored so that we can extract it later when we retrieve the matching.",
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 ,
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diff --git a/help/fluid.onsetfeature~.maxhelp b/help/fluid.onsetfeature~.maxhelp
index 808dd5c7..debca412 100644
--- a/help/fluid.onsetfeature~.maxhelp
+++ b/help/fluid.onsetfeature~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
 		"appversion" : 		{
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@@ -50,8 +50,8 @@
 						"fileversion" : 1,
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@@ -87,6 +87,75 @@
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 						"boxes" : [ 							{
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+									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
+								}
+
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+, 							{
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+
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+, 							{
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+, 							{
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+, 							{
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@@ -114,7 +183,7 @@
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 									"text" : "By matching the metric, filtersize and framedelta attributes we get a glimpse of the onset curve that fluid.onsetslice~ uses to measure changes in the spectrum over time",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
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 						"fileversion" : 1,
 						"appversion" : 						{
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@@ -613,85 +682,6 @@
 			"inherited_shortname" : 1
 		}
 ,
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-				"bootpath" : "~/Documents/documents@hudd/research/projects/fluid corpus navigation/research/nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"type" : "JSON",
-				"implicit" : 1
-			}
-, 			{
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-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
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-, 			{
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-				"type" : "JSON",
-				"implicit" : 1
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-, 			{
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-				"type" : "iLaX"
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-, 			{
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-, 			{
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-				"bootpath" : "C74:/help/resources",
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-				"bootpath" : "C74:/help/resources",
-				"type" : "TEXT",
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-, 			{
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-				"bootpath" : "C74:/interfaces",
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-				"implicit" : 1
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-, 			{
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-				"bootpath" : "C74:/media/max/picts/m4l-picts",
-				"type" : "svg",
-				"implicit" : 1
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-, 			{
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-				"type" : "svg",
-				"implicit" : 1
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-, 			{
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-				"bootpath" : "C74:/media/max/picts/m4l-picts",
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-, 			{
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diff --git a/help/fluid.onsetslice~.maxhelp b/help/fluid.onsetslice~.maxhelp
index 0293dbd8..8ec286b5 100644
--- a/help/fluid.onsetslice~.maxhelp
+++ b/help/fluid.onsetslice~.maxhelp
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 		"fileversion" : 1,
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@@ -51,8 +50,8 @@
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@@ -86,7 +85,6 @@
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 										"appversion" : 										{
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@@ -3109,14 +3095,14 @@
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diff --git a/help/fluid.pitch~.maxhelp b/help/fluid.pitch~.maxhelp
index c113514b..c0603b15 100644
--- a/help/fluid.pitch~.maxhelp
+++ b/help/fluid.pitch~.maxhelp
@@ -3,14 +3,14 @@
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@@ -50,8 +50,8 @@
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 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
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@@ -244,14 +244,14 @@
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@@ -280,13 +280,73 @@
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+													"text" : "+ 1"
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+													"text" : "gate 2"
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 													"text" : "dict.pack pitch: confidence:"
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@@ -345,7 +449,7 @@
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@@ -356,6 +460,21 @@
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@@ -765,6 +884,26 @@
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@@ -784,8 +923,8 @@
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@@ -1162,13 +1301,15 @@
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 , 							{
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@@ -1471,14 +1612,14 @@
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@@ -1508,6 +1649,20 @@
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-									"text" : "using the pitch confidence of a source to control what gets sent to a delay effect",
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@@ -2419,6 +2565,7 @@
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@@ -2427,6 +2574,7 @@
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@@ -2435,6 +2583,7 @@
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@@ -2443,6 +2592,7 @@
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@@ -2459,6 +2609,7 @@
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@@ -2509,6 +2662,7 @@
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@@ -2522,7 +2676,9 @@
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@@ -2530,7 +2686,9 @@
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@@ -2546,7 +2704,9 @@
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@@ -2814,6 +2974,14 @@
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@@ -2833,8 +3001,8 @@
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@@ -2948,8 +3116,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
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+							"minor" : 5,
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diff --git a/help/fluid.plotter.maxhelp b/help/fluid.plotter.maxhelp
index a5636988..445eea14 100644
--- a/help/fluid.plotter.maxhelp
+++ b/help/fluid.plotter.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
-			"revision" : 0,
+			"minor" : 5,
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 ,
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-		"rect" : [ 35.0, 88.0, 965.0, 793.0 ],
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@@ -41,6 +41,1847 @@
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@@ -4981,6 +6822,78 @@
 			}
  ],
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+		"dependency_cache" : [ 			{
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+				"type" : "iLaX"
+			}
+, 			{
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+				"bootpath" : "~/Documents/Max 8/Packages/FluidCorpusManipulation/patchers",
+				"patcherrelativepath" : "../patchers",
+				"type" : "JSON",
+				"implicit" : 1
+			}
+, 			{
+				"name" : "fluid.dataset~.mxo",
+				"type" : "iLaX"
+			}
+, 			{
+				"name" : "fluid.jit.plotter.labels2colors.js",
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+, 			{
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+				"bootpath" : "~/Documents/Max 8/Packages/FluidCorpusManipulation/patchers",
+				"patcherrelativepath" : "../patchers",
+				"type" : "JSON",
+				"implicit" : 1
+			}
+, 			{
+				"name" : "fluid.jit.plotter.resize.pworld.js",
+				"bootpath" : "~/Documents/Max 8/Packages/FluidCorpusManipulation/javascript",
+				"patcherrelativepath" : "../javascript",
+				"type" : "TEXT",
+				"implicit" : 1
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+, 			{
+				"name" : "fluid.kdtree~.mxo",
+				"type" : "iLaX"
+			}
+, 			{
+				"name" : "fluid.kmeans~.mxo",
+				"type" : "iLaX"
+			}
+, 			{
+				"name" : "fluid.labelset~.mxo",
+				"type" : "iLaX"
+			}
+, 			{
+				"name" : "fluid.list2buf.mxo",
+				"type" : "iLaX"
+			}
+, 			{
+				"name" : "fluid.plotter.js",
+				"bootpath" : "~/Documents/Max 8/Packages/FluidCorpusManipulation/jsui",
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+				"bootpath" : "C74:/help/resources",
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+				"implicit" : 1
+			}
+, 			{
+				"name" : "thru.maxpat",
+				"bootpath" : "C74:/patchers/m4l/Pluggo for Live resources/patches",
+				"type" : "JSON",
+				"implicit" : 1
+			}
+ ],
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 		"styles" : [ 			{
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diff --git a/help/fluid.sinefeature~.maxhelp b/help/fluid.sinefeature~.maxhelp
index 8a751634..92e3ff27 100644
--- a/help/fluid.sinefeature~.maxhelp
+++ b/help/fluid.sinefeature~.maxhelp
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@@ -309,6 +383,7 @@
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-									"text" : "440.644755 789.676663 0. 0."
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@@ -1067,8 +1175,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
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@@ -1186,91 +1294,6 @@
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 		}
 ,
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-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
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-, 			{
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-				"bootpath" : "~/Documents/documents@hudd/research/projects/fluid corpus navigation/research/nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"patcherrelativepath" : "../../nightly_builds/Max/FluidCorpusManipulation/patchers",
-				"type" : "JSON",
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-, 			{
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-				"bootpath" : "~/Documents/documents@hudd/research/projects/fluid corpus navigation/research/nightly_builds/Max/FluidCorpusManipulation/patchers",
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-, 			{
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-				"implicit" : 1
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-, 			{
-				"name" : "fluid.sinefeature~.mxo",
-				"type" : "iLaX"
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-, 			{
-				"name" : "fluid.sines~.mxo",
-				"type" : "iLaX"
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-, 			{
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-				"bootpath" : "C74:/help/resources",
-				"type" : "TEXT",
-				"implicit" : 1
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-, 			{
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-				"bootpath" : "C74:/interfaces",
-				"type" : "TEXT",
-				"implicit" : 1
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-, 			{
-				"name" : "random.svg",
-				"bootpath" : "C74:/media/max/picts/m4l-picts",
-				"type" : "svg",
-				"implicit" : 1
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-, 			{
-				"name" : "saw.svg",
-				"bootpath" : "C74:/media/max/picts/m4l-picts",
-				"type" : "svg",
-				"implicit" : 1
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-, 			{
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-				"bootpath" : "C74:/media/max/picts/m4l-picts",
-				"type" : "svg",
-				"implicit" : 1
-			}
-, 			{
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-				"bootpath" : "C74:/media/max/picts/m4l-picts",
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 		"autosave" : 0,
 		"styles" : [ 			{
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diff --git a/help/fluid.sines~.maxhelp b/help/fluid.sines~.maxhelp
index 51de04de..007cf405 100644
--- a/help/fluid.sines~.maxhelp
+++ b/help/fluid.sines~.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
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@@ -50,8 +50,8 @@
 						"fileversion" : 1,
 						"appversion" : 						{
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+							"minor" : 5,
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 							"architecture" : "x64",
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 						}
@@ -87,6 +87,39 @@
 						"showontab" : 1,
 						"assistshowspatchername" : 0,
 						"boxes" : [ 							{
+								"box" : 								{
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+									"patching_rect" : [ 58.0, 486.5, 84.0, 24.0 ],
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+
+							}
+, 							{
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+									"maxclass" : "textbutton",
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+
+							}
+, 							{
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 									"args" : [ "sines" ],
 									"bgmode" : 0,
@@ -106,18 +139,6 @@
 									"viewvisibility" : 1
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-									"text" : "+ 1"
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 , 							{
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 ,
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-										"rect" : [ 0.0, 0.0, 640.0, 480.0 ],
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 , 							{
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@@ -753,13 +773,6 @@
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 										"appversion" : 										{
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 						"fileversion" : 1,
 						"appversion" : 						{
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diff --git a/help/fluid.spectralshape~.maxhelp b/help/fluid.spectralshape~.maxhelp
index 2c35e4c6..e84ee4ac 100644
--- a/help/fluid.spectralshape~.maxhelp
+++ b/help/fluid.spectralshape~.maxhelp
@@ -147,7 +147,7 @@
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 									"numoutlets" : 0,
 									"patching_rect" : [ 252.5, 349.0, 140.0, 25.0 ],
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 									"textcolor" : [ 0.0, 0.0, 0.0, 1.0 ]
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diff --git a/help/fluid.stats.maxhelp b/help/fluid.stats.maxhelp
index 7d18b466..907c0675 100644
--- a/help/fluid.stats.maxhelp
+++ b/help/fluid.stats.maxhelp
@@ -3,8 +3,8 @@
 		"fileversion" : 1,
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@@ -50,8 +50,8 @@
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 						"appversion" : 						{
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 							"modernui" : 1
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@@ -162,6 +162,7 @@
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 									"id" : "obj-22",
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@@ -179,6 +180,7 @@
 									"candycane" : 13,
 									"ghostbar" : 75,
 									"id" : "obj-21",
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 									"maxclass" : "multislider",
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@@ -196,6 +198,7 @@
 									"candycane" : 13,
 									"ghostbar" : 75,
 									"id" : "obj-19",
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 									"numinlets" : 1,
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@@ -212,7 +215,7 @@
 								"box" : 								{
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 									"maxclass" : "newobj",
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@@ -417,8 +420,8 @@
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 							"architecture" : "x64",
 							"modernui" : 1
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 									"patching_rect" : [ 199.0, 356.0, 84.0, 38.0 ],
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@@ -605,7 +608,7 @@
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 									"patching_rect" : [ 86.0, 356.0, 89.0, 38.0 ],
-									"text" : "0.102325 0.287402"
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@@ -632,8 +635,8 @@
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 										"appversion" : 										{
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@@ -985,8 +988,8 @@
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 										"appversion" : 										{
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@@ -1265,7 +1268,7 @@
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@@ -1287,7 +1290,7 @@
 								"box" : 								{
 									"id" : "obj-69",
 									"maxclass" : "newobj",
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 									"outlettype" : [ "", "", "" ],
 									"patching_rect" : [ 86.0, 297.0, 245.0, 23.0 ],
@@ -1502,8 +1505,8 @@
 						"fileversion" : 1,
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 							"major" : 8,
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 							"architecture" : "x64",
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diff --git a/help/fluid.umap~.maxhelp b/help/fluid.umap~.maxhelp
index 2a7c1ad8..a32a8312 100644
--- a/help/fluid.umap~.maxhelp
+++ b/help/fluid.umap~.maxhelp
@@ -3,14 +3,14 @@
 		"fileversion" : 1,
 		"appversion" : 		{
 			"major" : 8,
-			"minor" : 3,
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 			"architecture" : "x64",
 			"modernui" : 1
 		}
 ,
 		"classnamespace" : "box",
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@@ -61,14 +61,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
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 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
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-									"patching_rect" : [ 480.0, 210.0, 342.0, 428.0 ],
+									"patching_rect" : [ 480.0, 210.0, 349.0, 428.0 ],
 									"text" : "The UMAP algorithm can be nudged to favour the global or local structure of the original data. In essence, this is about whether or not you care about the overall shape of the data, or smaller clusters of points when it is reduced.\n\nThe numneighbours attribute dictates how many points from the original data are considered together when it is determining a transform for the data. These are related to the size of your data. For example, imagine that you have a dataset with 100 points and wanted the whole space to be considered as \"one thing\", setting numneighbours to 100 might be an interesting place to start.\n\nThe minimum distance attribute dictates how close points can be represented in the output dataset. Small values tending towards 0 let UMAP pack the points in tightly while larger values cause the data to be more spread out.\n\nMusically speaking, this decision making will be bound up in lots of different attentions, like what kind of sounds are being analysed and how those sounds will be used in conjunction with the UMAP representation. If you want tight perceptually meaningful clusters then lowering the number of neighbours (relative to your total dataset) and increasing the minimum distance could be a tool for creating more stark separations between points. Likewise, lowering the mindist and increasing the numneighbours might create a flatter and more spread out space for exploring more widely.",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
@@ -261,8 +261,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -452,8 +452,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -523,8 +523,8 @@
 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
-															"minor" : 3,
-															"revision" : 0,
+															"minor" : 5,
+															"revision" : 5,
 															"architecture" : "x64",
 															"modernui" : 1
 														}
@@ -762,8 +762,8 @@
 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
-															"minor" : 3,
-															"revision" : 0,
+															"minor" : 5,
+															"revision" : 5,
 															"architecture" : "x64",
 															"modernui" : 1
 														}
@@ -1123,8 +1123,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1640,14 +1640,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 35.0, 114.0, 975.0, 736.0 ],
+						"rect" : [ 0.0, 26.0, 975.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -1751,8 +1751,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -1982,8 +1982,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -2053,8 +2053,8 @@
 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
-															"minor" : 3,
-															"revision" : 0,
+															"minor" : 5,
+															"revision" : 5,
 															"architecture" : "x64",
 															"modernui" : 1
 														}
@@ -2292,8 +2292,8 @@
 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
-															"minor" : 3,
-															"revision" : 0,
+															"minor" : 5,
+															"revision" : 5,
 															"architecture" : "x64",
 															"modernui" : 1
 														}
@@ -2652,8 +2652,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -3031,7 +3031,7 @@
 									"numinlets" : 1,
 									"numoutlets" : 0,
 									"patching_rect" : [ 30.0, 430.0, 270.0, 239.0 ],
-									"text" : "Each identifier is a segment of sound from a corpus of all the media files in the Fluid Corpus Manipulation Toolkit package.\n\nFor each identifier, there are 140 values derived from MFCC analysis.We're going to use fluid.umap~ to reduce the data, so that each identifier only has two variables. \n\nIdeally, these new values that fluid.umap~ calculates will be able to preserve much of the intrinsic characteristics of the higher dimension data and in theory, we should get a two dimensional representation that has some kind of perceptually meaningful shape to it.",
+									"text" : "Each identifier is a segment of sound from a corpus of all the media files in the Fluid Corpus Manipulation Toolkit package.\n\nFor each identifier, there are 26 values derived from MFCC analysis.We're going to use fluid.umap~ to reduce the data, so that each identifier only has two variables. \n\nIdeally, these new values that fluid.umap~ calculates will be able to preserve much of the intrinsic characteristics of the higher dimension data and in theory, we should get a two dimensional representation that has some kind of perceptually meaningful shape to it.",
 									"textcolor" : [ 0.501960784313725, 0.501960784313725, 0.501960784313725, 1.0 ]
 								}
 
@@ -3096,8 +3096,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -3154,8 +3154,8 @@
 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
-															"minor" : 3,
-															"revision" : 0,
+															"minor" : 5,
+															"revision" : 5,
 															"architecture" : "x64",
 															"modernui" : 1
 														}
@@ -3494,8 +3494,8 @@
 														"fileversion" : 1,
 														"appversion" : 														{
 															"major" : 8,
-															"minor" : 3,
-															"revision" : 0,
+															"minor" : 5,
+															"revision" : 5,
 															"architecture" : "x64",
 															"modernui" : 1
 														}
@@ -4124,14 +4124,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 975.0, 736.0 ],
+						"rect" : [ 0.0, 26.0, 975.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 13.0,
@@ -4352,8 +4352,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -4790,8 +4790,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -5364,8 +5364,8 @@
 										"fileversion" : 1,
 										"appversion" : 										{
 											"major" : 8,
-											"minor" : 3,
-											"revision" : 0,
+											"minor" : 5,
+											"revision" : 5,
 											"architecture" : "x64",
 											"modernui" : 1
 										}
@@ -5856,14 +5856,14 @@
 						"fileversion" : 1,
 						"appversion" : 						{
 							"major" : 8,
-							"minor" : 3,
-							"revision" : 0,
+							"minor" : 5,
+							"revision" : 5,
 							"architecture" : "x64",
 							"modernui" : 1
 						}
 ,
 						"classnamespace" : "box",
-						"rect" : [ 0.0, 26.0, 975.0, 736.0 ],
+						"rect" : [ 0.0, 26.0, 975.0, 698.0 ],
 						"bglocked" : 0,
 						"openinpresentation" : 0,
 						"default_fontsize" : 12.0,
diff --git a/init/fluid.jit.plotter-init.txt b/init/fluid.jit.plotter-init.txt
new file mode 100644
index 00000000..8de3f349
--- /dev/null
+++ b/init/fluid.jit.plotter-init.txt
@@ -0,0 +1,2 @@
+max objectfile fluid.jit.plotter fluid.jit.plotter;
+max definesubstitution fluid.jit.plotter bpatcher fluid.jit.plotter;
diff --git a/javascript/fluid.jit.plotter.labels2colors.js b/javascript/fluid.jit.plotter.labels2colors.js
new file mode 100644
index 00000000..3f662ae9
--- /dev/null
+++ b/javascript/fluid.jit.plotter.labels2colors.js
@@ -0,0 +1,72 @@
+autowatch = 1;
+
+// code taken from fluid.plotter.js for parity in behavior
+
+// https://github.com/d3/d3-scale-chromatic
+// https://sashamaps.net/docs/resources/20-colors/
+const colors = {
+	default: 'e6194b3cb44bffe1194363d8f58231911eb446f0f0f032e6bcf60cfabebe008080e6beff9a6324fffac8800000aaffc3808000ffd8b1000075808080',
+	cat : '1f77b4ff7f0e2ca02cd627289467bd8c564be377c27f7f7fbcbd2217becf',
+	accent : '7fc97fbeaed4fdc086ffff99386cb0f0027fbf5b17666666',
+	dark : '1b9e77d95f027570b3e7298a66a61ee6ab02a6761d666666',
+	paired : 'a6cee31f78b4b2df8a33a02cfb9a99e31a1cfdbf6fff7f00cab2d66a3d9affff99b15928',
+	scheme : 'e41a1c377eb84daf4a984ea3ff7f00ffff33a65628f781bf999999',
+	tableau : '4e79a7f28e2ce1575976b7b259a14fedc949af7aa1ff9da79c755fbab0ab',
+	R4 : '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',
+	R3 : '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',
+	R2 : '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',
+	R1 : '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',
+	random : '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'
+};
+
+var _colorscheme = colors.default;
+var uniques = [];
+
+function hexToRGB(hex, alpha) {
+	const result = /^#?([a-f\d]{2})([a-f\d]{2})([a-f\d]{2})$/i.exec(hex);
+	return result ? [
+		parseInt(result[1], 16) / 255.0,
+		parseInt(result[2], 16) / 255.0,
+		parseInt(result[3], 16) / 255.0,
+		alpha
+		] : [0, 0, 0, alpha];
+}
+
+function strChunk(str, size) {
+	const numChunks = Math.ceil(str.length / size)
+	const chunks = new Array(numChunks)
+  
+	for (var i=0, o=0; i < numChunks; ++i, o += size) {
+	  chunks[i] = str.substr(o, size)
+	}
+	return chunks
+}
+
+// this is called from the patcher
+function labels2colors() {
+    uniques = arrayfromargs(arguments);
+    constructColorScheme(uniques);
+}
+
+// this is called from the patcher
+function colorscheme(scheme) {
+	if (colors[scheme]) {
+		_colorscheme = colors[scheme]
+	}
+	constructColorScheme(uniques);
+}
+
+// simplified for new context
+function constructColorScheme(uniques) {
+    // list of unique labels come as args
+    var colorMap = new Dict();
+    var scheme = strChunk(_colorscheme, 6);
+    uniques.sort();
+    uniques.forEach(function(u, i) {
+        i = i % scheme.length;
+        var color = hexToRGB(scheme[i], 1.0);
+        colorMap.set(u, color)
+    });
+    
+    outlet(0, "dictionary", colorMap.name);
+}
\ No newline at end of file
diff --git a/javascript/fluid.jit.plotter.resize.pworld.js b/javascript/fluid.jit.plotter.resize.pworld.js
new file mode 100644
index 00000000..7c9d65d4
--- /dev/null
+++ b/javascript/fluid.jit.plotter.resize.pworld.js
@@ -0,0 +1,77 @@
+// create a Task event loop detecting bpatcher resizing
+// and adjusting pworld presentatin_rect accordingly
+var task = new Task(getBpatcherRect, this);
+// buffers for comparison
+var prevWidth, prevHeight;
+// Minimum and maximum intervals (in ms) for the Task.
+// It starts out at minInterval, and gradually slows
+// down to maxInterval by multiplying the current
+// Task.interval by intervalMult on every step.
+// It keeps ticking at this low rate until a new
+// resize is detected.
+var minInterval = 10;
+var maxInterval = 1000;
+var intervalMult = 1.1;
+// optionally force square aspect ratio (kind of janky)
+var forceSquareBpatcher = true;
+
+
+// the callback function for the Task
+function getBpatcherRect() {
+	// force square aspect ratio
+	if (this.patcher.box != null && forceSquareBpatcher) {
+		forceSquareAR();
+	}
+	// get bpatcher width and height
+	r = this.patcher.box.rect;
+	width = r[2] - r[0];
+	height = r[3] - r[1];
+	// output list for setting the pworld presentation_rect to width & height
+	outlet(0, 0, 0, width, height);
+	// slow down Task refresh rate if idle
+	adjustInterval(width, height);
+	// save width & height for comparison
+	prevWidth = width;
+	prevHeight = height;
+}
+
+
+function forceSquareAR() {
+	// get bpatcher width and height
+	r = this.patcher.box.rect;
+	width = r[2] - r[0];
+	height = r[3] - r[1];
+	if (width == prevWidth || height == prevHeight) {
+		longestSide = width >= height ? width : height;
+		this.patcher.box.rect = [r[0], r[1], r[0]+longestSide, r[1]+longestSide];
+	}
+}
+
+
+// slow down Task interval when idle
+function adjustInterval(width, height) {
+	if (width == prevWidth || height == prevHeight) {
+		task.interval = Math.min(task.interval * intervalMult, maxInterval);
+	} else {
+		// reset to fast refresh if width or height changes
+		task.interval = minInterval;
+	}
+}
+
+
+// start the task loop
+function start() {
+		// if not in a subpatcher
+		if (this.patcher.box == null) {
+			return;
+		}
+		task.cancel();
+		task.interval = minInterval;
+		task.repeat();
+}
+
+
+// stop the task loop
+function stop() {
+		task.cancel();
+}
\ No newline at end of file
diff --git a/jsui/fluid.plotter.js b/jsui/fluid.plotter.js
index 6e1e8811..c06c53f7 100644
--- a/jsui/fluid.plotter.js
+++ b/jsui/fluid.plotter.js
@@ -12,7 +12,7 @@ setoutletassist(0, 'Position of mouse in x/y space');
 
 // https://github.com/d3/d3-scale-chromatic
 // https://sashamaps.net/docs/resources/20-colors/
-const colors = {
+var colors = {
 	default: 'e6194b3cb44bffe1194363d8f58231911eb446f0f0f032e6bcf60cfabebe008080e6beff9a6324fffac8800000aaffc3808000ffd8b1000075808080',
 	cat : '1f77b4ff7f0e2ca02cd627289467bd8c564be377c27f7f7fbcbd2217becf',
 	accent : '7fc97fbeaed4fdc086ffff99386cb0f0027fbf5b17666666',
@@ -28,8 +28,8 @@ const colors = {
 };
 
 // Constant Values
-const defaultPointColor = [0, 0, 0, 0.8];
-const pointSizeScaler = 0.075;
+var defaultPointColor = [0, 0, 0, 0.8];
+var pointSizeScaler = 0.075;
 
 // Internal State for Mousing
 var w = [0,0,0];
@@ -241,26 +241,28 @@ function setcategories(name) {
 
 function constructColorScheme() {
 	if (labelDict) {
-		const data = labelDict.get('data');
-		const keys = data.getkeys();
-		var uniques = new Array();
+		var labelDictAsJson = JSON.parse(labelDict.stringify());
+		var data = labelDictAsJson.data;
+		var keys = Object.keys(data)
+		var uniques = []
 
 		// How many unique labels are there?
 		keys.forEach(function(key) {
-			var label = data.get(key);
-			if (uniques.indexOf(label) == -1) {
-				uniques.push(label)
+			var label = data[key]
+			if (uniques.indexOf(label[0]) == -1) {
+				uniques.push(label[0])
 			}
 		})
-		
-		colorMap = {};
-		var scheme = strChunk(_colorscheme, 6);
+
 		uniques.sort();
-		uniques.forEach(function(u, i) {
-			i = i % scheme.length;
-			var color = hexToRGB(scheme[i], 1.0);
-			colorMap[u] = color;
-		});
+
+		var scheme = strChunk(_colorscheme, 6);
+		colorMap = {}
+		colorMap = uniques.reduce(function(map, u, i) {
+			const color = hexToRGB(scheme[i % scheme.length], 1.0);
+			map[u] = color;
+			return map;
+		}, {});
 
 		// Strip any of the points from the pointColors if they have been assigned here
 		keys.forEach(function(pt) {
@@ -435,4 +437,4 @@ forcesize.local = 1; //private
 function onresize(w, h) {
 	forcesize(w, h);
 }
-onresize.local = 1; //private
\ No newline at end of file
+onresize.local = 1; //private
diff --git a/local_docs/fluid.audiofilesin.maxref.xml b/local_docs/fluid.audiofilesin.maxref.xml
index ce4401aa..c151199b 100644
--- a/local_docs/fluid.audiofilesin.maxref.xml
+++ b/local_docs/fluid.audiofilesin.maxref.xml
@@ -2,7 +2,7 @@
 <?xml-stylesheet href="./_c74_ref.xsl" type="text/xsl"?>
 <!--
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
diff --git a/local_docs/fluid.buf2list.maxref.xml b/local_docs/fluid.buf2list.maxref.xml
index ae796567..73f3c3b3 100644
--- a/local_docs/fluid.buf2list.maxref.xml
+++ b/local_docs/fluid.buf2list.maxref.xml
@@ -2,7 +2,7 @@
 <?xml-stylesheet href="./_c74_ref.xsl" type="text/xsl"?>
 <!--
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
diff --git a/local_docs/fluid.concataudiofiles.maxref.xml b/local_docs/fluid.concataudiofiles.maxref.xml
index aac039d6..b28111fb 100644
--- a/local_docs/fluid.concataudiofiles.maxref.xml
+++ b/local_docs/fluid.concataudiofiles.maxref.xml
@@ -2,7 +2,7 @@
 <?xml-stylesheet href="./_c74_ref.xsl" type="text/xsl"?>
 <!--
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
diff --git a/local_docs/fluid.jit.plotter.maxref.xml b/local_docs/fluid.jit.plotter.maxref.xml
new file mode 100644
index 00000000..a27dfaff
--- /dev/null
+++ b/local_docs/fluid.jit.plotter.maxref.xml
@@ -0,0 +1,254 @@
+<?xml version='1.0' encoding='utf-8' standalone='yes'?>
+<?xml-stylesheet href="./_c74_ref.xsl" type="text/xsl"?>
+<!--
+Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
+Copyright University of Huddersfield.
+Licensed under the BSD-3 License.
+See license.md file in the project root for full license information.
+This project has received funding from the European Research Council (ERC)
+under the European Union’s Horizon 2020 research and innovation programme
+(grant agreement No 725899).
+-->
+<c74object name='fluid.jit.plotter' category='FluidCorpusManuipulation'>
+    <digest>Plot very large 2D datasets fast.</digest>
+    <description>An abstraction around jit.pworld that plots data in a two-dimensional graph. Similar to fluid.plotter, but more performant on large datasets.</description>
+    <discussion>
+        <h4><openfilelink filename="Fluid Corpus Manipulation Toolkit.maxpat">Open the Overview Patch</openfilelink></h4>
+        The fluid.jit.plotter abstraction can be used as a versatile solution for plotting points in a two-dimensional graph.
+
+It is a performance-oriented variant of the fluid.plotter object, built around jit.pworld. While it is less flexible than fluid.plotter, it is more efficient and can handle larger datasets (such as ones with millions of points).
+
+To use it, use the refer message (left inlet) with the name of a fluid.dataset~ that contains the 2D coordinates of the points. Similarly, you can use the refer message (right inlet) with the name of a fluid.labelset~ to be used for assigning colors to the points based on pre-defined color palettes.
+
+Note that, contrary to the fluid.plotter object, with fluid.jit.plotter you cannot specify the coordinates and colors of the points directly. You must use a fluid.dataset~ and a fluid.labelset~. Nor can you assign individual sizes to points. These restrictions were necessary to enable the performance improvements with large datasets.
+
+The interface is also slightly different from the one of fluid.plotter. For more information, see the help file.
+
+        <p>fluid.jit.plotter is part of the Fluid Decomposition Toolkit of the FluCoMa project. For more explanations, learning material, and discussions on its musicianly uses, visit <a href="http://www.flucoma.org/">flucoma.org</a>.</p>
+    </discussion>
+	<!--METADATA-->
+	<metadatalist>
+		<metadata name='author'>FluCoMa</metadata>
+		<metadata name='tag'>Fluid Decomposition</metadata>
+		<metadata name='tag'>corpus</metadata>
+	</metadatalist>
+
+    <inletlist>
+        <inlet id='0' type='anything'>
+            <digest>
+            Refer to a fluid.dataset~ or highlight points.
+            </digest>
+            <description>
+            Use the refer message with the name of the <o>fluid.dataset~</o> to be plotted. Alternatively, use the highlight message with a list of identifiers to highlight the corresponding points in the plot.
+            </description>
+        </inlet>
+        <inlet id='1' type='anything'>
+            <digest>
+            Refer to a fluid.labelset~ to be used for assigning colors to the points.
+            </digest>
+            <description>
+            Use the refer message with the name of the <o>fluid.labelset~</o> to be used for assigning colors to the points.
+            </description>
+        </inlet>
+    </inletlist>
+
+    <outletlist>
+        <outlet id='0' type='anything'>
+            <digest>
+            The position of the mouse.
+            </digest>
+            <description>
+            The position of the mouse will be reported while the mouse is over the plotter and is clicking and dragging. The position is constrained to the domain of the plotter.
+            </description>
+        </outlet>
+        <outlet id='1' type='anything'>
+            <digest>
+            Zoom updates.
+            </digest>
+            <description>
+            Reports any updates made to the plotter view while zooming.
+            </description>
+        </outlet>
+    </outletlist>
+
+    <objarglist>
+    </objarglist>
+
+    <!--MESSAGES-->
+    <methodlist>
+    <method name='refer'>
+        <arglist>
+            <arg name='datasetname' optional='1' type='symbol' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        In left inlet: refer to the name of a <o>fluid.dataset~</o> with the coordinates to be plotted. Using the refer message with no arguments will remove the reference and clear the plotter.
+        In right inlet: refer to the name of a <o>fluid.labelset~</o> with the colors to be used for the points. Using the refer message with no arguments will remove the reference and reset colors to black.
+        
+        </description>
+    </method>
+    <method name='xrange'>
+        <arglist>
+            <arg name='min' optional='0' type='float' />
+            <arg name='max' optional='0' type='float' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Set the x-axis range.
+        
+        </description>
+    </method>
+    <method name='yrange'>
+        <arglist>
+            <arg name='min' optional='0' type='float' />
+            <arg name='max' optional='0' type='float' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Set the y-axis range.
+        
+        </description>
+    </method>
+    <method name='range'>
+        <arglist>
+            <arg name='min' optional='0' type='float' />
+            <arg name='max' optional='0' type='float' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Set the x- and y-axis ranges.
+        
+        </description>
+    </method>
+    <method name='panfactor'>
+        <arglist>
+            <arg name='factor' optional='0' type='float' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Set the strength of the panning action when shift-clicking and dragging. Set to a negative value to invert the direction of the panning. Defaults to 1.
+        
+        </description>
+    </method>
+    <method name='colorscheme'>
+        <arglist>
+            <arg name='scheme' optional='0' type='symbol' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Change the colour scheme for automatic colouring via a fluid.labelset~. Options are default, cat, accent, dark, paired, tableau, R4, R3, R2, R1, random. Taken mostly from <a href='https://github.com/d3/d3-scale-chromatic'>d3-scale-chromatic</a>.
+        
+        </description>
+    </method>
+    <method name='highlight'>
+        <arglist>
+            <arg name='identifier' optional='0' type='symbol' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Emphasises the given identifier's points in the plot. Any number of identifiers as a list of symbols can be provided.
+        </description>
+    </method>
+    <method name='pointsize'>
+        <arglist>
+            <arg name='size' optional='0' type='int' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Set the size of all points that are not highlighted.
+        
+        </description>
+    </method>
+    <method name='highlightedpointsize'>
+        <arglist>
+            <arg name='size' optional='0' type='int' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Set the size of all highlighted points.
+        
+        </description>
+    </method>
+    <method name='shape'>
+        <arglist>
+            <arg name='shape' optional='0' type='symbol' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Modifies the shape of the points. Options are circle or square.
+        
+        </description>
+    </method>
+    <method name='bgcolor'>
+        <arglist>
+            <arg name='r' optional='0' type='float' />
+            <arg name='g' optional='0' type='float' />
+            <arg name='b' optional='0' type='float' />
+            <arg name='a' optional='0' type='float' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Sets the background colour of the plotter.
+        
+        </description>
+    </method>
+    <method name='clear'>
+        <arglist>
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Clears the graph and all associated data and settings.
+        
+        </description>
+    </method>
+    <method name='reset'>
+        <arglist>
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        An alias of clear. Clears the graph.
+        
+        </description>
+    </method>
+
+	</methodlist>
+	<!--MESSAGES-->
+
+	<!--ATTRIBUTES-->
+	<attributelist>
+	</attributelist>
+	<!--ATTRIBUTES-->
+
+	<!--RELATED-->
+	<seealsolist>
+    <seealso name='fluid.plotter'/>
+    <seealso name='fluid.waveform~'/>
+	</seealsolist>
+	<!--RELATED-->
+</c74object>
diff --git a/local_docs/fluid.list2buf.maxref.xml b/local_docs/fluid.list2buf.maxref.xml
index dff3e711..9ffc90e1 100644
--- a/local_docs/fluid.list2buf.maxref.xml
+++ b/local_docs/fluid.list2buf.maxref.xml
@@ -2,7 +2,7 @@
 <?xml-stylesheet href="./_c74_ref.xsl" type="text/xsl"?>
 <!--
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
diff --git a/local_docs/fluid.plotter.maxref.xml b/local_docs/fluid.plotter.maxref.xml
index 3e8cbce8..64e1c1e1 100644
--- a/local_docs/fluid.plotter.maxref.xml
+++ b/local_docs/fluid.plotter.maxref.xml
@@ -2,7 +2,7 @@
 <?xml-stylesheet href="./_c74_ref.xsl" type="text/xsl"?>
 <!--
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
@@ -201,6 +201,21 @@ There is also an 'advanced' interface that allows the user to specify the coordi
         
         </description>
     </method>
+    <method name='bgcolor'>
+        <arglist>
+            <arg name='r' optional='0' type='float' />
+            <arg name='g' optional='0' type='float' />
+            <arg name='b' optional='0' type='float' />
+            <arg name='a' optional='0' type='float' />
+        </arglist>
+        <digest>
+        
+        </digest>
+        <description>
+        Sets the background colour of the plotter.
+        
+        </description>
+    </method>
     <method name='clear'>
         <arglist>
         </arglist>
@@ -234,6 +249,7 @@ There is also an 'advanced' interface that allows the user to specify the coordi
 
 	<!--RELATED-->
 	<seealsolist>
+    <seealso name='fluid.jit.plotter'/>
     <seealso name='fluid.waveform~'/>
 	</seealsolist>
 	<!--RELATED-->
diff --git a/local_docs/fluid.waveform~.maxref.xml b/local_docs/fluid.waveform~.maxref.xml
index 5d86d9de..bec47960 100644
--- a/local_docs/fluid.waveform~.maxref.xml
+++ b/local_docs/fluid.waveform~.maxref.xml
@@ -2,7 +2,7 @@
 <?xml-stylesheet href="./_c74_ref.xsl" type="text/xsl"?>
 <!--
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
diff --git a/package-info.json.in b/package-info.json.in
index 23298175..b891a448 100644
--- a/package-info.json.in
+++ b/package-info.json.in
@@ -1,13 +1,13 @@
 {
 	"author" : "FluCoMa",
-	"description" : "FluCoMa introduces a suite of tools to Max that can help you work with audio in a number of new and flexible ways through analyzing and transforming rhythm, pitch, timbre, and other audio/musical characteristics with the help of machine learning. The package links out to a body of educational content, tutorials, and inspirational examples from the world of FluCoMa and Max users.",
+	"description" : "FluCoMa introduces a suite of tools to Max that can help you work with sounds and collections of them in new and flexible ways. Possibilities include slicing, decomposition and hybridisation of sounds, audio-descriptor analysis and machine learning driven musicking. The package links out to a body of educational content, tutorials, and inspirational examples from the world of FluCoMa and Max users.",
 	"homepatcher" : "Fluid Corpus Manipulation Toolkit.maxpat",
 	"max_version_min" : "7.0",
 	"name" : "FluidCorpusManipulation",
 	"os" : {
 		"macintosh" : {
 			"platform" : [ "aarch64", "x64" ],
-			"min_version" : "10.9"
+			"min_version" : "10.9.x"
 		},
 		"windows" : {
 			"platform" : [ "x64" ],
@@ -18,7 +18,7 @@
 		"reverse_domain" : "org.flucoma",
 		"copyright" : "Copyright (c) University of Huddersfield"
 	},
-	"tags" : [ ],
+	"tags" : [ "machine listening", "sound bank mining", "corpus", "data processing", "flucoma", "machine learning", "spectral analysis", "audio descriptors", "data pipelines", "analysis" ],
 	"version" : "@FLUCOMA_VERSION_TAG@",
 	"website" : "https://flucoma.org"
 }
diff --git a/patchers/fluid.jit.plotter.maxpat b/patchers/fluid.jit.plotter.maxpat
new file mode 100644
index 00000000..62eac1d5
--- /dev/null
+++ b/patchers/fluid.jit.plotter.maxpat
@@ -0,0 +1,12618 @@
+{
+	"patcher" : 	{
+		"fileversion" : 1,
+		"appversion" : 		{
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+			"minor" : 5,
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+					"text" : "p handle_panfactor"
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+			}
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+									"text" : "reset zoom (ranges) to the values before click'n'drag if ctrl[mac] is pressed while mousing"
+								}
+
+							}
+, 							{
+								"box" : 								{
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+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 81.0, 422.45703125, 230.0, 60.0 ],
+									"text" : "if opt/alt is held while mousing then draw selection zoom rectangle (right branch), otherwise scale normalized XY to current ranges and output (left branch)"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-260",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 906.749970000000076, 138.95703125, 54.0, 20.0 ],
+									"text" : "ctrl[mac]"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-259",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 821.999970000000076, 138.95703125, 41.0, 20.0 ],
+									"text" : "opt/alt"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-257",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 194.0, 138.95703125, 81.0, 20.0 ],
+									"text" : "mouse button"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-255",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 103.0, 188.45703125, 35.0, 20.0 ],
+									"text" : "(x, y)"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-254",
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+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 103.0, 112.95703125, 35.0, 20.0 ],
+									"text" : "(x, y)"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-221",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patcher" : 									{
+										"fileversion" : 1,
+										"appversion" : 										{
+											"major" : 8,
+											"minor" : 5,
+											"revision" : 5,
+											"architecture" : "x64",
+											"modernui" : 1
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+,
+										"classnamespace" : "box",
+										"rect" : [ 59.0, 119.0, 322.0, 361.0 ],
+										"bglocked" : 0,
+										"openinpresentation" : 0,
+										"default_fontsize" : 12.0,
+										"default_fontface" : 0,
+										"default_fontname" : "Arial",
+										"gridonopen" : 1,
+										"gridsize" : [ 15.0, 15.0 ],
+										"gridsnaponopen" : 1,
+										"objectsnaponopen" : 1,
+										"statusbarvisible" : 2,
+										"toolbarvisible" : 1,
+										"lefttoolbarpinned" : 0,
+										"toptoolbarpinned" : 0,
+										"righttoolbarpinned" : 0,
+										"bottomtoolbarpinned" : 0,
+										"toolbars_unpinned_last_save" : 0,
+										"tallnewobj" : 0,
+										"boxanimatetime" : 200,
+										"enablehscroll" : 1,
+										"enablevscroll" : 1,
+										"devicewidth" : 0.0,
+										"description" : "",
+										"digest" : "",
+										"tags" : "",
+										"style" : "",
+										"subpatcher_template" : "",
+										"assistshowspatchername" : 0,
+										"boxes" : [ 											{
+												"box" : 												{
+													"id" : "obj-8",
+													"linecount" : 2,
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 23.0, 183.0, 155.0, 33.0 ],
+													"text" : "update scaling and make zoom rectangle disappear"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-7",
+													"linecount" : 2,
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 178.0, 42.0, 128.0, 33.0 ],
+													"text" : "overwrite ranges from pre-drag variables"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-5",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 47.0, 314.0, 107.0, 20.0 ],
+													"text" : "to zoomrect matrix"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-4",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 47.0, 18.0, 35.0, 20.0 ],
+													"text" : "bang"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-212",
+													"maxclass" : "newobj",
+													"numinlets" : 1,
+													"numoutlets" : 1,
+													"outlettype" : [ "" ],
+													"patching_rect" : [ 154.971383204062931, 119.0, 116.0, 22.0 ],
+													"text" : "pv yrange_pre_drag"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-213",
+													"maxclass" : "newobj",
+													"numinlets" : 1,
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+													"outlettype" : [ "" ],
+													"patching_rect" : [ 83.916037403047085, 80.0, 116.0, 22.0 ],
+													"text" : "pv xrange_pre_drag"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-204",
+													"maxclass" : "message",
+													"numinlets" : 2,
+													"numoutlets" : 1,
+													"outlettype" : [ "" ],
+													"patching_rect" : [ 13.0, 277.0, 80.0, 22.0 ],
+													"text" : "setall 0, bang"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-205",
+													"maxclass" : "newobj",
+													"numinlets" : 1,
+													"numoutlets" : 3,
+													"outlettype" : [ "bang", "bang", "bang" ],
+													"patching_rect" : [ 13.0, 53.0, 160.83207480609417, 22.0 ],
+													"text" : "b 3"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-208",
+													"maxclass" : "newobj",
+													"numinlets" : 1,
+													"numoutlets" : 2,
+													"outlettype" : [ "bang", "bang" ],
+													"patching_rect" : [ 13.0, 218.0, 36.388049870729446, 22.0 ],
+													"text" : "b 2"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-209",
+													"maxclass" : "newobj",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 30.388049870729446, 249.0, 132.0, 22.0 ],
+													"text" : "s #0_update_scaling"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-210",
+													"maxclass" : "newobj",
+													"numinlets" : 1,
+													"numoutlets" : 1,
+													"outlettype" : [ "" ],
+													"patching_rect" : [ 154.804087273776531, 147.0, 61.0, 22.0 ],
+													"text" : "pv yrange"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-211",
+													"maxclass" : "newobj",
+													"numinlets" : 1,
+													"numoutlets" : 1,
+													"outlettype" : [ "" ],
+													"patching_rect" : [ 83.916037403047085, 110.0, 61.0, 22.0 ],
+													"text" : "pv xrange"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"comment" : "bang",
+													"id" : "obj-219",
+													"index" : 1,
+													"maxclass" : "inlet",
+													"numinlets" : 0,
+													"numoutlets" : 1,
+													"outlettype" : [ "bang" ],
+													"patching_rect" : [ 13.0, 13.0, 30.0, 30.0 ]
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"comment" : "to zoomrect matrix",
+													"id" : "obj-220",
+													"index" : 1,
+													"maxclass" : "outlet",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 13.0, 309.0, 30.0, 30.0 ]
+												}
+
+											}
+ ],
+										"lines" : [ 											{
+												"patchline" : 												{
+													"destination" : [ "obj-220", 0 ],
+													"source" : [ "obj-204", 0 ]
+												}
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+											}
+, 											{
+												"patchline" : 												{
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+											}
+, 											{
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+, 											{
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+													"source" : [ "obj-205", 1 ]
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+													"destination" : [ "obj-204", 0 ],
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+											}
+, 											{
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+												"patchline" : 												{
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+													"source" : [ "obj-212", 0 ]
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+											}
+, 											{
+												"patchline" : 												{
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+											}
+, 											{
+												"patchline" : 												{
+													"destination" : [ "obj-205", 0 ],
+													"source" : [ "obj-219", 0 ]
+												}
+
+											}
+ ]
+									}
+,
+									"patching_rect" : [ 894.749970000000076, 487.95703125, 81.0, 22.0 ],
+									"saved_object_attributes" : 									{
+										"description" : "",
+										"digest" : "",
+										"globalpatchername" : "",
+										"tags" : ""
+									}
+,
+									"text" : "p reset_zoom"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-218",
+									"maxclass" : "newobj",
+									"numinlets" : 2,
+									"numoutlets" : 3,
+									"outlettype" : [ "", "bang", "" ],
+									"patcher" : 									{
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+										"appversion" : 										{
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+											"minor" : 5,
+											"revision" : 5,
+											"architecture" : "x64",
+											"modernui" : 1
+										}
+,
+										"classnamespace" : "box",
+										"rect" : [ 340.0, 100.0, 902.0, 983.0 ],
+										"bglocked" : 0,
+										"openinpresentation" : 0,
+										"default_fontsize" : 12.0,
+										"default_fontface" : 0,
+										"default_fontname" : "Arial",
+										"gridonopen" : 1,
+										"gridsize" : [ 15.0, 15.0 ],
+										"gridsnaponopen" : 1,
+										"objectsnaponopen" : 1,
+										"statusbarvisible" : 2,
+										"toolbarvisible" : 1,
+										"lefttoolbarpinned" : 0,
+										"toptoolbarpinned" : 0,
+										"righttoolbarpinned" : 0,
+										"bottomtoolbarpinned" : 0,
+										"toolbars_unpinned_last_save" : 0,
+										"tallnewobj" : 0,
+										"boxanimatetime" : 200,
+										"enablehscroll" : 1,
+										"enablevscroll" : 1,
+										"devicewidth" : 0.0,
+										"description" : "",
+										"digest" : "",
+										"tags" : "",
+										"style" : "",
+										"subpatcher_template" : "",
+										"assistshowspatchername" : 0,
+										"boxes" : [ 											{
+												"box" : 												{
+													"id" : "obj-17",
+													"maxclass" : "newobj",
+													"numinlets" : 1,
+													"numoutlets" : 1,
+													"outlettype" : [ "int" ],
+													"patching_rect" : [ 561.0, 220.0, 22.0, 22.0 ],
+													"text" : "t 1"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-12",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 591.388049870729446, 24.0, 125.0, 20.0 ],
+													"text" : "bang to reset onegate"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"comment" : "bang to reset onegate",
+													"id" : "obj-15",
+													"index" : 2,
+													"maxclass" : "inlet",
+													"numinlets" : 0,
+													"numoutlets" : 1,
+													"outlettype" : [ "bang" ],
+													"patching_rect" : [ 561.0, 19.0, 30.0, 30.0 ]
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-10",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 319.888049870729446, 993.0, 183.0, 20.0 ],
+													"text" : "bang when zooming has finished"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"comment" : "bang when zooming has finished",
+													"id" : "obj-9",
+													"index" : 2,
+													"maxclass" : "outlet",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 504.888049870729446, 984.0, 30.0, 30.0 ]
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-28",
+													"linecount" : 3,
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 368.888049870729446, 830.5, 134.0, 47.0 ],
+													"text" : "update mesh scaling, erase zoom rectangle,\nchange mousing mode"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-27",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 734.5, 784.0, 143.0, 20.0 ],
+													"text" : "update and report ranges"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-26",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 517.5, 620.0, 232.0, 20.0 ],
+													"text" : "last (x0, y0, x1, y1) relative to view ranges"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-25",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 517.5, 486.0, 146.0, 20.0 ],
+													"text" : "last (x0, y0, x1, y1)  [0...1]"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-24",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 46.5, 821.0, 120.0, 20.0 ],
+													"text" : "draw zoom rectangle"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-23",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 517.5, 269.0, 193.0, 20.0 ],
+													"text" : "bang when mouse button released"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-22",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 259.5, 154.0, 119.0, 20.0 ],
+													"text" : "all mouse xy (x1, y1)"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-18",
+													"linecount" : 2,
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 47.0, 312.0, 138.0, 33.0 ],
+													"text" : "mouse xy when starting the rectangle (x0, y0)"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-16",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 47.0, 385.0, 128.0, 20.0 ],
+													"text" : "(x0, y0, x1, y1)  [-1...1]"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-14",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 680.0, 989.0, 182.0, 20.0 ],
+													"text" : "report zoomxrange, zoomyrange"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-13",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 68.0, 993.0, 107.0, 20.0 ],
+													"text" : "to zoomrect matrix"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-11",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 80.5, 80.0, 73.0, 20.0 ],
+													"text" : "(x, y) [-1...1]"
+												}
+
+											}
+, 											{
+												"box" : 												{
+													"id" : "obj-8",
+													"maxclass" : "comment",
+													"numinlets" : 1,
+													"numoutlets" : 0,
+													"patching_rect" : [ 179.5, 268.0, 60.0, 20.0 ],
+													"text" : "\"onegate\""
+												}
+
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+									"text" : "r #0_redraw_highlighted"
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+, 							{
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+									"numoutlets" : 0,
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+									"text" : "we have to go through the dataset (instead of fetching from the matrix) because dataset IDs aren't guaranteed to match matrix indices"
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+							}
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+									"patching_rect" : [ 102.638049870729446, 787.0, 177.0, 20.0 ],
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+							}
+, 							{
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+									"patching_rect" : [ 625.0, 756.0, 84.0, 20.0 ],
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+									"text" : "fetch point XY"
+								}
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+, 							{
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+									"text" : "fetch point color, store in matrix"
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+							}
+, 							{
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+									"text" : "set dimensions for the matrices of the highlighted mesh"
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+											}
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+											}
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+													"text" : "look up the color corresponding to the label"
+												}
+
+											}
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+												}
+
+											}
+, 											{
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+
+											}
+, 											{
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+													"text" : "jit.matrix #0_highlighted_point_colors "
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+
+											}
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+												}
+
+											}
+, 											{
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+											}
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+													"text" : "list.slice 1"
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+
+											}
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+,
+													"text" : "dict #0_labels2colors"
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+
+											}
+, 											{
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+											}
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+													"outlettype" : [ "", "" ],
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+													"text" : "route symbol"
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+
+											}
+, 											{
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+														"embed" : 0,
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+													}
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+													"text" : "coll #0_labels"
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+
+											}
+, 											{
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+											}
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+											}
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+											}
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+											}
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+											}
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+											}
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+													"source" : [ "obj-8", 0 ]
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+											}
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+							}
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+									"text" : "jit.matrix #0_highlighted_point_colors "
+								}
+
+							}
+, 							{
+								"box" : 								{
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+									"text" : "jit.matrix #0_highlighted_points "
+								}
+
+							}
+, 							{
+								"box" : 								{
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+
+							}
+, 							{
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+									"text" : "join"
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+							}
+, 							{
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+
+							}
+, 							{
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+							}
+, 							{
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+					"patching_rect" : [ 1250.388050000000021, 558.700000000000045, 106.0, 22.0 ],
+					"text" : "pv bpatcher_width"
+				}
+
+			}
+, 			{
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+					"maxclass" : "message",
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+					"outlettype" : [ "" ],
+					"patching_rect" : [ 388.638049870729503, 438.0, 29.5, 22.0 ],
+					"text" : "$3"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"id" : "obj-217",
+					"maxclass" : "newobj",
+					"numinlets" : 1,
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+					"outlettype" : [ "" ],
+					"patching_rect" : [ 388.888049870729503, 467.0, 106.0, 22.0 ],
+					"text" : "pv bpatcher_width"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"id" : "obj-216",
+					"maxclass" : "newobj",
+					"numinlets" : 1,
+					"numoutlets" : 1,
+					"outlettype" : [ "" ],
+					"patching_rect" : [ 1723.359433204062952, 263.099999999999909, 106.0, 22.0 ],
+					"text" : "pv bpatcher_width"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"id" : "obj-215",
+					"linecount" : 3,
+					"maxclass" : "comment",
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+					"numoutlets" : 0,
+					"patching_rect" : [ 493.499999870729482, 297.0, 189.0, 47.0 ],
+					"text" : "listen to changes in the bpatcher box size and set the pworld's presentation_rect accordingly"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"id" : "obj-212",
+					"maxclass" : "newobj",
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+					"numoutlets" : 0,
+					"patching_rect" : [ 425.888049870729503, 438.0, 103.0, 22.0 ],
+					"text" : "s #0_to_pworld"
+				}
+
+			}
+, 			{
+				"box" : 				{
+					"id" : "obj-211",
+					"maxclass" : "newobj",
+					"numinlets" : 1,
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+					"outlettype" : [ "bang" ],
+					"patcher" : 					{
+						"fileversion" : 1,
+						"appversion" : 						{
+							"major" : 8,
+							"minor" : 5,
+							"revision" : 5,
+							"architecture" : "x64",
+							"modernui" : 1
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+						"classnamespace" : "box",
+						"rect" : [ -307.0, -1171.0, 2056.0, 876.0 ],
+						"bglocked" : 0,
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+						"default_fontsize" : 12.0,
+						"default_fontface" : 0,
+						"default_fontname" : "Arial",
+						"gridonopen" : 1,
+						"gridsize" : [ 15.0, 15.0 ],
+						"gridsnaponopen" : 1,
+						"objectsnaponopen" : 1,
+						"statusbarvisible" : 2,
+						"toolbarvisible" : 1,
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+						"righttoolbarpinned" : 0,
+						"bottomtoolbarpinned" : 0,
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+						"tallnewobj" : 0,
+						"boxanimatetime" : 200,
+						"enablehscroll" : 1,
+						"enablevscroll" : 1,
+						"devicewidth" : 0.0,
+						"description" : "",
+						"digest" : "",
+						"tags" : "",
+						"style" : "",
+						"subpatcher_template" : "",
+						"assistshowspatchername" : 0,
+						"boxes" : [ 							{
+								"box" : 								{
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+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 2,
+									"outlettype" : [ "bang", "bang" ],
+									"patching_rect" : [ 554.388049870729219, 144.5, 35.111950129270554, 22.0 ],
+									"text" : "b 2"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-22",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 554.388049870729219, 201.5, 132.0, 22.0 ],
+									"text" : "s #0_update_scaling"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-21",
+									"linecount" : 2,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 565.914149612188112, 89.5, 106.0, 33.0 ],
+									"text" : "reset view ranges to the default 0-1"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-15",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 570.499999999999773, 170.5, 115.0, 22.0 ],
+									"text" : "s #0_reset_range"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-20",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 2,
+									"outlettype" : [ "jit_matrix", "" ],
+									"patching_rect" : [ 1613.999999999998863, 410.0, 219.0, 22.0 ],
+									"text" : "jit.matrix #0_highlighted_point_colors"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-19",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 2,
+									"outlettype" : [ "jit_matrix", "" ],
+									"patching_rect" : [ 1634.999999999998863, 382.0, 155.0, 22.0 ],
+									"text" : "jit.matrix #0_point_colors"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-18",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 1623.499999999999318, 267.5, 154.0, 20.0 ],
+									"text" : "turn all point colors to black"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-16",
+									"maxclass" : "message",
+									"numinlets" : 2,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 1613.999999999998863, 321.5, 77.0, 22.0 ],
+									"text" : "setall 0 0 0 1"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-5",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 1888.526099741457529, 267.5, 95.0, 20.0 ],
+									"text" : "clear labels logs"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-7",
+									"maxclass" : "message",
+									"numinlets" : 2,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 1879.499999999998636, 321.5, 35.0, 22.0 ],
+									"text" : "clear"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-11",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 4,
+									"outlettype" : [ "", "", "", "" ],
+									"patching_rect" : [ 1910.388049870728082, 351.0, 95.0, 22.0 ],
+									"saved_object_attributes" : 									{
+										"embed" : 0,
+										"precision" : 6
+									}
+,
+									"text" : "coll #0_labels"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-12",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 4,
+									"outlettype" : [ "", "", "", "" ],
+									"patching_rect" : [ 1893.526099741457529, 381.0, 137.0, 22.0 ],
+									"saved_object_attributes" : 									{
+										"embed" : 0,
+										"precision" : 6
+									}
+,
+									"text" : "coll #0_unique_labels"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-14",
+									"maxclass" : "newobj",
+									"numinlets" : 2,
+									"numoutlets" : 4,
+									"outlettype" : [ "dictionary", "", "", "" ],
+									"patching_rect" : [ 1879.499999999998636, 410.0, 134.0, 22.0 ],
+									"saved_object_attributes" : 									{
+										"embed" : 0,
+										"parameter_enable" : 0,
+										"parameter_mappable" : 0
+									}
+,
+									"text" : "dict #0_labels2colors"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-6",
+									"linecount" : 6,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 151.499999999999773, 448.5, 137.0, 87.0 ],
+									"text" : "if there is a reference, only show the main mesh, the highlighted mesh stays hidden until there is a highlight message received"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-2",
+									"maxclass" : "message",
+									"numinlets" : 2,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 317.388049870729219, 448.5, 55.0, 22.0 ],
+									"text" : "enable 1"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-55",
+									"maxclass" : "message",
+									"numinlets" : 2,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 1348.499999999999318, 321.5, 55.0, 22.0 ],
+									"text" : "enable 0"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-53",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 1348.499999999999318, 352.5, 162.0, 22.0 ],
+									"text" : "s #0_to_highlighted_mesh"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-44",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 1357.499999999999318, 267.5, 145.0, 20.0 ],
+									"text" : "hide the highlighted mesh"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-27",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 752.638049870729219, 547.5, 152.0, 20.0 ],
+									"text" : "dataset row at buffer frame"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-13",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 752.638049870729219, 576.75, 144.0, 20.0 ],
+									"text" : "buffer frame to dataset ID"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-9",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 523.388049870729219, 730.5, 88.0, 20.0 ],
+									"text" : "buffer to matrix"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-8",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 53.0, 835.5, 35.0, 20.0 ],
+									"text" : "bang"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-3",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 58.999999870729447, 23.0, 173.0, 20.0 ],
+									"text" : "refer <datasetname (optional)>"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-1",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "bang", "", "bang" ],
+									"patching_rect" : [ 21.0, 59.0, 552.388049870729219, 22.0 ],
+									"text" : "t b l b"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-202",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 635.888049870729219, 729.5, 75.0, 22.0 ],
+									"text" : "prepend dim"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-201",
+									"linecount" : 3,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 523.388049870729219, 640.5, 168.0, 47.0 ],
+									"text" : "log number of points, update matrix dim and output matrix from jit.buffer"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-199",
+									"maxclass" : "newobj",
+									"numinlets" : 2,
+									"numoutlets" : 2,
+									"outlettype" : [ "", "" ],
+									"patching_rect" : [ 512.388049870729219, 614.5, 61.0, 22.0 ],
+									"text" : "route size"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-198",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 3,
+									"outlettype" : [ "int", "int", "int" ],
+									"patching_rect" : [ 512.388049870729219, 696.5, 266.0, 22.0 ],
+									"text" : "t i i i"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-192",
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 523.388049870729219, 448.5, 95.0, 20.0 ],
+									"text" : "dataset to buffer"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-188",
+									"linecount" : 4,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 300.388049870729219, 267.5, 204.0, 60.0 ],
+									"text" : "if there was a reference then get the dataset points into a buffer and then a matrix to update the main mesh, otherwise hide it"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-187",
+									"linecount" : 2,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 565.914149612188112, 267.5, 117.0, 33.0 ],
+									"text" : "emit refer message to the fluid.datasets"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-186",
+									"linecount" : 3,
+									"maxclass" : "comment",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 829.914149612187998, 267.5, 169.0, 47.0 ],
+									"text" : "it is necessary to dereference the buffer in jit.buffer first, so the dataset can resize it"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-165",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 2,
+									"outlettype" : [ "jit_matrix", "" ],
+									"patching_rect" : [ 635.888049870729219, 760.5, 155.0, 22.0 ],
+									"text" : "jit.matrix #0_point_colors"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-164",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 512.388049870729219, 830.5, 114.0, 22.0 ],
+									"text" : "s #0_to_jit_buffer"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-162",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 817.388049870729219, 348.5, 114.0, 22.0 ],
+									"text" : "s #0_to_jit_buffer"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-158",
+									"maxclass" : "newobj",
+									"numinlets" : 0,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 529.388049870729219, 514.5, 150.0, 22.0 ],
+									"text" : "r #0_refer_datasetname"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-151",
+									"maxclass" : "newobj",
+									"numinlets" : 3,
+									"numoutlets" : 3,
+									"outlettype" : [ "bang", "bang", "" ],
+									"patching_rect" : [ 286.499999999999773, 377.5, 80.776099741458893, 22.0 ],
+									"text" : "sel 0 1"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-150",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 286.499999999999773, 348.5, 175.0, 22.0 ],
+									"text" : "pv dataset_reference_specified"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-147",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 551.999999999999773, 348.5, 81.0, 22.0 ],
+									"text" : "prepend refer"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-144",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 1099.249999999999773, 413.5, 175.0, 22.0 ],
+									"text" : "pv dataset_reference_specified"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-143",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 1,
+									"outlettype" : [ "" ],
+									"patching_rect" : [ 551.999999999999773, 321.5, 101.0, 22.0 ],
+									"text" : "pv dataset_name"
+								}
+
+							}
+, 							{
+								"box" : 								{
+									"id" : "obj-138",
+									"maxclass" : "newobj",
+									"numinlets" : 1,
+									"numoutlets" : 0,
+									"patching_rect" : [ 551.999999999999773, 377.5, 152.0, 22.0 ],
+									"text" : "s #0_refer_datasetname"
+								}
+
+							}
+, 							{
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+				"patchline" : 				{
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+			}
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+					"source" : [ "obj-3", 0 ]
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+				"patchline" : 				{
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+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-302", 0 ],
+					"source" : [ "obj-3", 4 ]
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+			}
+, 			{
+				"patchline" : 				{
+					"color" : [ 0.986251711845398, 0.00723597407341, 0.02742300927639, 1.0 ],
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+					"source" : [ "obj-302", 0 ]
+				}
+
+			}
+, 			{
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+					"destination" : [ "obj-148", 0 ],
+					"source" : [ "obj-307", 1 ]
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+			}
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+					"destination" : [ "obj-6", 0 ],
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+					"destination" : [ "obj-68", 0 ],
+					"source" : [ "obj-307", 2 ]
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+					"source" : [ "obj-51", 0 ]
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+			}
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+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-568", 0 ],
+					"source" : [ "obj-580", 1 ]
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+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-580", 0 ],
+					"source" : [ "obj-584", 0 ]
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+
+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-586", 0 ],
+					"source" : [ "obj-585", 0 ]
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+
+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-585", 0 ],
+					"source" : [ "obj-599", 0 ]
+				}
+
+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-584", 0 ],
+					"source" : [ "obj-7", 0 ]
+				}
+
+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-554", 3 ],
+					"source" : [ "obj-74", 0 ]
+				}
+
+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-307", 0 ],
+					"source" : [ "obj-77", 0 ]
+				}
+
+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-12", 0 ],
+					"source" : [ "obj-8", 0 ]
+				}
+
+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-580", 0 ],
+					"source" : [ "obj-8", 1 ]
+				}
+
+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-166", 0 ],
+					"source" : [ "obj-9", 0 ]
+				}
+
+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-219", 0 ],
+					"source" : [ "obj-98", 0 ]
+				}
+
+			}
+, 			{
+				"patchline" : 				{
+					"destination" : [ "obj-31", 0 ],
+					"source" : [ "obj-98", 1 ]
+				}
+
+			}
+ ],
+		"dependency_cache" : [ 			{
+				"name" : "fluid.buf2list.mxo",
+				"type" : "iLaX"
+			}
+, 			{
+				"name" : "fluid.dataset~.mxo",
+				"type" : "iLaX"
+			}
+, 			{
+				"name" : "fluid.jit.plotter.labels2colors.js",
+				"bootpath" : "~/Documents/Max 8/Packages/FluidCorpusManipulation/javascript",
+				"patcherrelativepath" : "../javascript",
+				"type" : "TEXT",
+				"implicit" : 1
+			}
+, 			{
+				"name" : "fluid.jit.plotter.resize.pworld.js",
+				"bootpath" : "~/Documents/Max 8/Packages/FluidCorpusManipulation/javascript",
+				"patcherrelativepath" : "../javascript",
+				"type" : "TEXT",
+				"implicit" : 1
+			}
+, 			{
+				"name" : "fluid.labelset~.mxo",
+				"type" : "iLaX"
+			}
+ ],
+		"autosave" : 0
+	}
+
+}
diff --git a/source/include/FluidMaxWrapper.hpp b/source/include/FluidMaxWrapper.hpp
index d0fb4e90..f775bfd5 100644
--- a/source/include/FluidMaxWrapper.hpp
+++ b/source/include/FluidMaxWrapper.hpp
@@ -1,6 +1,6 @@
 /*
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
@@ -588,19 +588,29 @@ class FluidMaxWrapper
     void operator()(FluidMaxWrapper* x, long ac, t_atom* av)
     {
       FluidContext c;
-            
+
+      index whichIn = proxy_getinlet((t_object *)x);
+
       atom_getdouble_array(std::min<index>(x->mListSize, ac), av,
                            std::min<index>(x->mListSize, ac),
-                           x->mInputListData[0].data());
-      x->mClient.process(x->mInputListViews, x->mOutputListViews, c);
+                           x->mInputListData[whichIn].data());
 
-      for (index i = asSigned(x->mDataOutlets.size()) - 1; i >= 0; --i)
+      if (!whichIn)
       {
-        atom_setdouble_array(
-            std::min<index>(x->mListSize, ac), x->mOutputListAtoms.data(),
-            std::min<index>(x->mListSize, ac), x->mOutputListData[i].data());
-        outlet_list(x->mDataOutlets[i], nullptr, x->mListSize,
-                    x->mOutputListAtoms.data());
+        x->mClient.process(x->mInputListViews, x->mOutputListViews, c);
+
+        index outSize = isControlOutFollowsIn<typename Client::Client> ? std::min<index>(x->mListSize, ac) : x->mClient.controlChannelsOut().size;
+          
+        for (index i = asSigned(x->mDataOutlets.size()) - 1; i >= 0; --i)
+        {
+          assert(x->mOutputListData[i].size() >= outSize);
+          atom_setdouble_array(outSize,
+                               x->mOutputListAtoms.data(),
+                               outSize,
+                               x->mOutputListData[i].data());
+          outlet_list(x->mDataOutlets[i], nullptr, outSize,
+                      x->mOutputListAtoms.data());
+        }
       }
     }
   };
@@ -1252,7 +1262,7 @@ class FluidMaxWrapper
     //TODO: this implicitly assumes no audio in?
     if (index controlInputs = mClient.controlChannelsIn())
     {
-      if(mListSize)
+      if (mListSize)
       {
         mInputListData.resize(controlInputs, mListSize);
         for (index i = 1; i <= controlInputs; ++i)
@@ -1262,9 +1272,9 @@ class FluidMaxWrapper
       //we already have a left inlet, but do we need more?
       index newInlets = controlInputs - 1;
       mProxies.reserve(newInlets);
-      for (index i = 1; i <= newInlets; ++i)
+      for (index i = newInlets; i >= 1; --i)
         mProxies.push_back(
-            proxy_new(this, static_cast<long>(i + 1), &this->mProxyNumber));
+            proxy_new(this, static_cast<long>(i), &this->mProxyNumber));
     }
 
     //new proxy inlets for any additional input buffers beyond the first
@@ -1355,11 +1365,11 @@ class FluidMaxWrapper
   
     if (mClient.controlChannelsOut().count)
     {
-      index outputSize = mClient.controlChannelsOut().max > -1
-                             ? mClient.controlChannelsOut().max
-                             : mListSize;
+      index outputSize = isControlOutFollowsIn<typename Client::Client>
+                         ? mListSize
+                         : mClient.controlChannelsOut().max;
 
-      if (outputSize)
+      if (outputSize > 0)
       {
         mOutputListData.resize(mClient.controlChannelsOut().count, outputSize);
         mOutputListAtoms.reserve(outputSize);
@@ -1462,12 +1472,13 @@ class FluidMaxWrapper
   {
     void* x = object_alloc(getClass());
     new (x) FluidMaxWrapper(sym, ac, av);
-    if (static_cast<index>(attr_args_offset(static_cast<short>(ac), av)) - isControlIn<typename Client::Client> >
+    static constexpr index numListArgs = static_cast<index>(isControlOutFollowsIn<typename Client::Client>);
+    if (static_cast<index>(attr_args_offset(static_cast<short>(ac), av) - numListArgs) >
         ParamDescType::NumFixedParams + ParamDescType::NumPrimaryParams)
     {
       object_warn((t_object*) x,
                   "Too many arguments. Got %d, expect at most %d", ac,
-                  ParamDescType::NumFixedParams + isControlIn<typename Client::Client>);
+                  ParamDescType::NumFixedParams + ParamDescType::NumPrimaryParams + numListArgs);
     }
 
     return x;
@@ -1477,7 +1488,6 @@ class FluidMaxWrapper
 
   static void makeClass(const char* className)
   {
-    
     static constexpr bool AudioInput = isAudioIn<typename Client::Client>;
     const ParamDescType& p = Client::getParameterDescriptors();
     const auto&          m = Client::getMessageDescriptors();
@@ -1488,13 +1498,16 @@ class FluidMaxWrapper
     if (isControlIn<typename Client::Client>)
     {
       class_addmethod(getClass(), (method) handleList, "list", A_GIMME, 0);
+    }
+    
+    if (isControlOutFollowsIn<typename Client::Client>)
+    {
       t_object* a = attr_offset_new("autosize", USESYM(atom_long), 0, nullptr, nullptr,
                                   calcoffset(FluidMaxWrapper, mAutosize));
       class_addattr(getClass(), a);
       CLASS_ATTR_FILTER_CLIP(getClass(), "autosize", 0, 1);
       CLASS_ATTR_STYLE_LABEL(getClass(), "autosize", 0, "onoff",
-                           "Set auto size for list output");
-                                  
+                           "Set auto resizing of list input and output");
     }
     
     class_addmethod(getClass(), (method) doNotify, "notify", A_CANT, 0);
@@ -1520,9 +1533,8 @@ class FluidMaxWrapper
     p.template iterateMutable<SetupAttribute>();
     p.template iterateFixed<SetupReadOnlyAttribute>();
     
-    
     //for non-audio classes, give us cold inlets for non-left
-    if(!AudioInput)
+    if (!AudioInput)
       class_addmethod(getClass(), (method)stdinletinfo, "inletinfo", A_CANT, 0);
     
     class_dumpout_wrap(getClass());
@@ -1555,72 +1567,48 @@ class FluidMaxWrapper
 
   void resizeListHandlers(index newSize)
   {
+    if (mListSize != newSize)
+    {
+      mListSize = newSize;
       index numIns = mClient.controlChannelsIn();
-      mListSize = newSize; 
-      if(mListSize)
+      mInputListData.resize(numIns, mListSize);
+      mInputListViews.clear();
+      for (index i = 0; i < numIns; ++i)
       {
-        mInputListData.resize(numIns,mListSize);
-        mInputListViews.clear();
-        for (index i = 0; i < numIns; ++i)
-        {
-          mInputListViews.emplace_back(mInputListData.row(i));
-        }
-
-        index outputSize = mClient.controlChannelsOut().size > -1
-                               ? mClient.controlChannelsOut().size
-                               : mListSize;
+        mInputListViews.emplace_back(mInputListData.row(i));
+      }
 
-        mOutputListData.resize(mClient.controlChannelsOut().count, outputSize);
-        mOutputListAtoms.reserve(outputSize);
+      if (isControlOutFollowsIn<typename Client::Client>)
+      {
+        mOutputListData.resize(mClient.controlChannelsOut().count, mListSize);
+        mOutputListAtoms.reserve(mListSize);
         mOutputListViews.clear();
         for (index i = 0; i < mClient.controlChannelsOut().count; ++i)
         {
           mOutputListViews.emplace_back(mOutputListData.row(i));
         }
       }
+    }
   }
 
-  static void doList(FluidMaxWrapper* x, t_symbol*, long ac, t_atom* av)
-  {
-
-//    if(!isr() && x->mAutosize && (ac != x->mListSize)) x->resizeListHandlers(ac);
-    x->mListHandler(x, ac, av);
-  }
-  
-  static void doListResize(FluidMaxWrapper* x, t_symbol*, long ac, t_atom*)
+  static void handleList(FluidMaxWrapper* x, t_symbol* /*s*/, long ac, t_atom* av)
   {
-    x->resizeListHandlers(ac);
-  }
-  
-  
-  static void handleList(FluidMaxWrapper* x, t_symbol* s, long ac, t_atom* av)
-  {
-      if(!x->mListSize && !x->mAutosize)
-      {
-        object_error((t_object*)x, "No list size argument nor autosize enabled: can't do anything");
-        return;
-      }
-      
-      if(isr())
-      {
-        if(x->mAutosize && ac != x->mListSize)
-        {
-          object_warn((t_object*)x, "input list size (%d) != object argument (%d) and autosize is enabled: this operation will be deferred",ac,x->mListSize);
-          defer(x, method(doListResize), s, static_cast<short>(ac), av);
-          defer(x, (method) doList, s, static_cast<short>(ac), av);
-          return;
-        }
+    if (!x->mListSize && !x->mAutosize)
+    {
+      object_error((t_object*)x, "No list size argument nor autosize enabled: can't do anything");
+      return;
+    }
 
-        if(!x->mAutosize && ac != x->mListSize)
-        {
-          object_warn((t_object*)x, "bad input list size (%d), expect %d",ac,x->mListSize);
-          return;
-        }
-      }
-      else if(ac != x->mListSize) doListResize(x,s,ac,av);
-      
-      doList(x,s,ac,av);
+    if (!x->mAutosize && ac != x->mListSize)
+    {
+      object_warn((t_object*)x, "bad input list size (%d), expect %d",ac,x->mListSize);
+      return;
+    }
+     
+    if (x->mAutosize)
+      x->resizeListHandlers(ac);
       
+    x->mListHandler(x, ac, av);
   }
   
   static void doSharedClientRefer(FluidMaxWrapper* x, t_symbol* newName)
@@ -1753,7 +1741,7 @@ class FluidMaxWrapper
     {
       long argCount{0};
       
-      if(isControlIn<typename Client::Client>)
+      if (isControlOutFollowsIn<typename Client::Client>)
       {
         mListSize = atom_getlong(av);
         numArgs -= 1;
diff --git a/source/include/MaxBufferAdaptor.hpp b/source/include/MaxBufferAdaptor.hpp
index 20dda8f6..3fe57975 100644
--- a/source/include/MaxBufferAdaptor.hpp
+++ b/source/include/MaxBufferAdaptor.hpp
@@ -1,6 +1,6 @@
 /*
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
diff --git a/source/include/clients/nrt/FluidBufToList.hpp b/source/include/clients/nrt/FluidBufToList.hpp
index 55e30d1c..2a7a559b 100644
--- a/source/include/clients/nrt/FluidBufToList.hpp
+++ b/source/include/clients/nrt/FluidBufToList.hpp
@@ -1,6 +1,6 @@
 /*
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
diff --git a/source/include/clients/nrt/FluidListToBuf.hpp b/source/include/clients/nrt/FluidListToBuf.hpp
index 9b78554a..c434f352 100644
--- a/source/include/clients/nrt/FluidListToBuf.hpp
+++ b/source/include/clients/nrt/FluidListToBuf.hpp
@@ -1,6 +1,6 @@
 /*
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
@@ -32,7 +32,7 @@ struct FluidListToBuf
   t_object*     defaultOut;
   t_buffer_ref* outputRef;
   t_symbol*     defaultOutName{nullptr};
-  t_atom        outName;
+  t_symbol*     outName{nullptr};
   index         axis{0};
   index         canResize;
   index         startChannel{0};
@@ -130,7 +130,7 @@ void* FluidListToBuf_new(t_symbol*, long argc, t_atom* argv)
                                                &bufferArgs);
                                       
   x->output.reset(new MaxBufferAdaptor((t_object*) x, x->defaultOutName));
-  atom_setsym(&x->outName, x->defaultOutName);
+  x->outName = x->defaultOutName;
   {
   auto buf = MaxBufferAdaptor::Access(x->output.get());
   buf.resize(argCount > 0 ? atom_getlong(argv) : 0,
@@ -150,12 +150,12 @@ t_max_err FluidListToBuf_setOut(FluidListToBuf* x, t_object* /*attr*/,
     t_symbol* s = atom_getsym(argv);
     if (s == gensym(""))
     {
-      atom_setsym(&x->outName, x->defaultOutName);
+      x->outName = x->defaultOutName;
       x->output.reset(new MaxBufferAdaptor((t_object*) x, x->defaultOutName));
     }
     else
     {
-      atom_setsym(&x->outName, s);
+      x->outName = s;
       x->output.reset(new MaxBufferAdaptor((t_object*) x, s));
     }
   }
@@ -210,7 +210,11 @@ void FluidListToBuf_list(FluidListToBuf* x, t_symbol* /*s*/, long argc,
     {
       if(isr())
       {
-        object_error((t_object*) x, "Internal buffer %s not initialised and called on high-priority thread. Either initialise object with size, or call on main thread", x->output->name());
+        object_error((t_object*) x,
+                     "Internal buffer %s not initialised and called on "
+                     "high-priority thread. Either initialise object with "
+                     "size, or call on main thread",
+                     x->output->name()->s_name);
         return;
       } else resizeAnyway = true;
     }
@@ -221,7 +225,8 @@ void FluidListToBuf_list(FluidListToBuf* x, t_symbol* /*s*/, long argc,
 
     if (!buf.exists())
     {
-      object_error((t_object*) x, "Buffer %s not found", x->output->name());
+      object_error((t_object*) x, "Buffer %s not found",
+                   x->output->name()->s_name);
       return;
     }
 
@@ -236,14 +241,16 @@ void FluidListToBuf_list(FluidListToBuf* x, t_symbol* /*s*/, long argc,
                                      x->axis == 0 ? 1 : x->startChannel + argc,
                                      x->output->sampleRate())
                               .ok())
-        object_error((t_object*) x, "Can't resize buffer %s", x->output->name());
+        object_error((t_object*) x, "Can't resize buffer %s",
+                     x->output->name()->s_name);
       else
         count = argc;
     }
 
     if (!buf.valid())
     {
-      object_error((t_object*) x, "Buffer %s not initialised", x->output->name());
+      object_error((t_object*) x, "Buffer %s not initialised",
+                   x->output->name()->s_name);
       return;
     }
 
@@ -254,7 +261,9 @@ void FluidListToBuf_list(FluidListToBuf* x, t_symbol* /*s*/, long argc,
     std::transform(argv, argv + count, frames.begin(),
                    [](const atom& a) -> float { return atom_getfloat(&a); });
 
-    outlet_anything(x->outlet, bufferSym, 1, &x->outName);
+    t_atom outNameAtom;
+    atom_setsym(&outNameAtom, x->outName);
+    outlet_anything(x->outlet, bufferSym, 1, &outNameAtom);
   }
 }
 
diff --git a/source/projects/fluid.buf2list/CMakeLists.txt b/source/projects/fluid.buf2list/CMakeLists.txt
index e3074e5c..2dbcc921 100644
--- a/source/projects/fluid.buf2list/CMakeLists.txt
+++ b/source/projects/fluid.buf2list/CMakeLists.txt
@@ -1,5 +1,5 @@
 # Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-# Copyright 2017-2019 University of Huddersfield.
+# Copyright University of Huddersfield.
 # Licensed under the BSD-3 License.
 # See license.md file in the project root for full license information.
 # This project has received funding from the European Research Council (ERC)
diff --git a/source/projects/fluid.buf2list/fluid.buf2list.cpp b/source/projects/fluid.buf2list/fluid.buf2list.cpp
index f163c4e1..3d06466e 100644
--- a/source/projects/fluid.buf2list/fluid.buf2list.cpp
+++ b/source/projects/fluid.buf2list/fluid.buf2list.cpp
@@ -1,6 +1,6 @@
 /*
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
diff --git a/source/projects/fluid.list2buf/CMakeLists.txt b/source/projects/fluid.list2buf/CMakeLists.txt
index e3074e5c..2dbcc921 100644
--- a/source/projects/fluid.list2buf/CMakeLists.txt
+++ b/source/projects/fluid.list2buf/CMakeLists.txt
@@ -1,5 +1,5 @@
 # Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-# Copyright 2017-2019 University of Huddersfield.
+# Copyright University of Huddersfield.
 # Licensed under the BSD-3 License.
 # See license.md file in the project root for full license information.
 # This project has received funding from the European Research Council (ERC)
diff --git a/source/projects/fluid.list2buf/fluid.list2buf.cpp b/source/projects/fluid.list2buf/fluid.list2buf.cpp
index 6e61cd81..d507461b 100644
--- a/source/projects/fluid.list2buf/fluid.list2buf.cpp
+++ b/source/projects/fluid.list2buf/fluid.list2buf.cpp
@@ -1,6 +1,6 @@
 /*
 Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-Copyright 2017-2019 University of Huddersfield.
+Copyright University of Huddersfield.
 Licensed under the BSD-3 License.
 See license.md file in the project root for full license information.
 This project has received funding from the European Research Council (ERC)
diff --git a/source/script/MakeMaxSources.cmake b/source/script/MakeMaxSources.cmake
index 01b4218e..492274a0 100644
--- a/source/script/MakeMaxSources.cmake
+++ b/source/script/MakeMaxSources.cmake
@@ -1,5 +1,5 @@
 # Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-# Copyright 2017-2019 University of Huddersfield.
+# Copyright University of Huddersfield.
 # Licensed under the BSD-3 License.
 # See license.md file in the project root for full license information.
 # This project has received funding from the European Research Council (ERC)
diff --git a/source/script/SetupMaxSDK.cmake b/source/script/SetupMaxSDK.cmake
index b8c7afd4..b0785dc2 100644
--- a/source/script/SetupMaxSDK.cmake
+++ b/source/script/SetupMaxSDK.cmake
@@ -1,5 +1,5 @@
 # Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/)
-# Copyright 2017-2019 University of Huddersfield.
+# Copyright University of Huddersfield.
 # Licensed under the BSD-3 License.
 # See license.md file in the project root for full license information.
 # This project has received funding from the European Research Council (ERC)