From 70f071c749d1049f0e21a8c218b1d65e7a382a7a Mon Sep 17 00:00:00 2001 From: Ted Moore Date: Mon, 21 Feb 2022 15:23:32 +0000 Subject: [PATCH 01/13] cleaned test folder(s) --- test/CETperceptual_csv_0_1/CET-C1.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C1s.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C2.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C2s.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C3.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C3s.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C4.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C4s.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C5.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C5s.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C6.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C6s.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C7.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-C7s.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-CBC1.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-CBC2.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-CBD1.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-CBL1.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-CBL2.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D01.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D01A.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D02.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D03.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D04.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D06.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D07.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D08.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D09.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D10.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D11.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D12.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-D13.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-I1.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-I2.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-I3.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L01.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L02.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L03.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L04.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L05.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L06.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L07.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L08.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L09.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L10.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L11.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L12.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L13.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L14.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L15.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L16.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L17.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L18.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L19.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-L20.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-R1.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-R2.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-R3.csv | 256 ------------------------ test/CETperceptual_csv_0_1/CET-R4.csv | 256 ------------------------ tests/TestFluiSubscriberProvider.scd | 12 -- tests/TestFluidMessageTest..scd | 16 -- 61 files changed, 15132 deletions(-) delete mode 100644 test/CETperceptual_csv_0_1/CET-C1.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C1s.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C2.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C2s.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C3.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C3s.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C4.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C4s.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C5.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C5s.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C6.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C6s.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C7.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-C7s.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-CBC1.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-CBC2.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-CBD1.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-CBL1.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-CBL2.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D01.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D01A.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D02.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D03.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D04.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D06.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D07.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D08.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D09.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D10.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D11.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D12.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-D13.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-I1.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-I2.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-I3.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L01.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L02.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L03.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L04.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L05.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L06.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L07.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L08.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L09.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L10.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L11.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L12.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L13.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L14.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L15.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L16.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L17.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L18.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L19.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-L20.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-R1.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-R2.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-R3.csv delete mode 100644 test/CETperceptual_csv_0_1/CET-R4.csv delete mode 100644 tests/TestFluiSubscriberProvider.scd delete mode 100644 tests/TestFluidMessageTest..scd diff --git a/test/CETperceptual_csv_0_1/CET-C1.csv b/test/CETperceptual_csv_0_1/CET-C1.csv deleted file mode 100644 index 89333d21..00000000 --- a/test/CETperceptual_csv_0_1/CET-C1.csv +++ /dev/null @@ -1,256 +0,0 @@ -0.976,0.520,0.971 -0.980,0.517,0.963 -0.984,0.514,0.954 -0.987,0.509,0.945 -0.990,0.504,0.934 -0.991,0.499,0.923 -0.992,0.492,0.911 -0.992,0.486,0.899 -0.992,0.478,0.886 -0.992,0.471,0.872 -0.991,0.463,0.858 -0.989,0.455,0.844 -0.988,0.446,0.830 -0.986,0.438,0.815 -0.984,0.429,0.800 -0.981,0.420,0.786 -0.979,0.411,0.771 -0.976,0.402,0.756 -0.973,0.393,0.741 -0.971,0.384,0.726 -0.968,0.375,0.711 -0.964,0.365,0.696 -0.961,0.356,0.682 -0.958,0.347,0.667 -0.954,0.337,0.652 -0.951,0.328,0.637 -0.947,0.318,0.623 -0.943,0.309,0.608 -0.938,0.300,0.593 -0.934,0.291,0.578 -0.929,0.282,0.564 -0.924,0.273,0.549 -0.919,0.264,0.534 -0.914,0.256,0.519 -0.908,0.247,0.504 -0.903,0.239,0.489 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-0.925,0.113,0.051 -0.917,0.106,0.052 -0.910,0.099,0.052 -0.902,0.092,0.052 -0.895,0.085,0.052 -0.887,0.077,0.052 -0.880,0.069,0.052 -0.872,0.061,0.052 -0.864,0.052,0.052 -0.857,0.042,0.052 -0.849,0.031,0.052 -0.842,0.020,0.052 diff --git a/tests/TestFluiSubscriberProvider.scd b/tests/TestFluiSubscriberProvider.scd deleted file mode 100644 index b8f16524..00000000 --- a/tests/TestFluiSubscriberProvider.scd +++ /dev/null @@ -1,12 +0,0 @@ - -~provider -~subscriber -a = {~subscriber = FluidSubscriberTest.kr(\bollocks)}.play -b = {~provider = FluidProviderTest.kr(\bollocks)}.play -~provider.addPoint(Server.default,b,['foo', 1,2],{'Added'.postln}) -~subscriber.providerLookup(Server.default,a,['foo'],{|msg| msg.postln}) -~provider.updatePoint(Server.default,b,['foo', 3,4],{'Upadted'.postln}) -~subscriber.providerLookup(Server.default,a,['foo'],{|msg| msg.postln}) -~provider.deletePoint(Server.default,b,['foo'],{'Deleted'.postln}) -~subscriber.providerLookup(Server.default,a,['foo'],{|msg| msg.postln}) - diff --git a/tests/TestFluidMessageTest..scd b/tests/TestFluidMessageTest..scd deleted file mode 100644 index 9064ece0..00000000 --- a/tests/TestFluidMessageTest..scd +++ /dev/null @@ -1,16 +0,0 @@ -~messageTest -a = {~messageTest = FluidMessageTest.kr}.play -~messageTest.testReturnStrings(nil,a.nodeID,{|msg| msg.postln}); -~messageTest.testReturnNumbers(nil,a.nodeID,{|msg| msg.postln}); -~messageTest.testReturnOneString(nil,a.nodeID,{|msg| msg.postln}); -~messageTest.testReturnOneNumber(nil,a.nodeID,{|msg| msg.postln}); -b = Buffer.read(s,FluidFilesPath("Nicol-LoopE-M.wav")); -~messageTest.testAccessBuffer(nil,a.nodeID,b,{|msg| msg.postln}); -b.numFrames -~messageTest.testPassString(nil,a.nodeID,'hello, you big lovely server',1,2,3,{'testPassString Done'.postln}); -~messageTest.testReturnBuffer(nil,a.nodeID,b,{|buffer| b.numFrames.postln}); -~messageTest.testReturnHetero(nil,a.nodeID,{|x|x.postln}); - -a.free -// OSCFunc.trace(true) -// OSCFunc.trace(false) From 930858bd081b6d8a6d6bf88788e06d5c7b67f9f9 Mon Sep 17 00:00:00 2001 From: Ted Moore Date: Mon, 21 Feb 2022 16:14:45 +0000 Subject: [PATCH 02/13] added example files for human testing --- test/10a-weighted-MFCCs-comparison.scd | 235 ++++++++++++++ test/10b-weighted-pitch-comparison.scd | 73 +++++ test/12-windowed-clustered-segmentation.scd | 230 ++++++++++++++ test/13-massive-parallelisation-example.scd | 324 ++++++++++++++++++++ test/8b-mlp-synth-control.scd | 90 ++++++ test/8c-mlp-regressor-as-dim-redux.scd | 161 ++++++++++ 6 files changed, 1113 insertions(+) create mode 100644 test/10a-weighted-MFCCs-comparison.scd create mode 100644 test/10b-weighted-pitch-comparison.scd create mode 100644 test/12-windowed-clustered-segmentation.scd create mode 100644 test/13-massive-parallelisation-example.scd create mode 100644 test/8b-mlp-synth-control.scd create mode 100644 test/8c-mlp-regressor-as-dim-redux.scd diff --git a/test/10a-weighted-MFCCs-comparison.scd b/test/10a-weighted-MFCCs-comparison.scd new file mode 100644 index 00000000..c14a7b61 --- /dev/null +++ b/test/10a-weighted-MFCCs-comparison.scd @@ -0,0 +1,235 @@ +// define a few processes +( +~ds = FluidDataSet(s); +~dsW = FluidDataSet(s); +~dsL = FluidDataSet(s); +//define as many buffers as we have parallel voices/threads in the extractor processing (default is 4) +~loudbuf = 4.collect{Buffer.new}; +~weightbuf = 4.collect{Buffer.new}; +~mfccbuf = 4.collect{Buffer.new}; +~statsbuf = 4.collect{Buffer.new}; +~flatbuf = 4.collect{Buffer.new}; + +// here we instantiate a loader as per example 0 +~loader = FluidLoadFolder(File.realpath(FluidBufMFCC.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/"); + +// here we instantiate a further slicing step as per example 0 +~slicer = FluidSliceCorpus({ |src,start,num,dest| + FluidBufOnsetSlice.kr(src,start,num,metric: 9, minSliceLength: 17, indices:dest, threshold:0.2,blocking: 1) +}); + +// here we instantiate a process of description and dataset writing, as per example 0 +~extractor = FluidProcessSlices({|src,start,num,data| + var identifier, voice, mfcc, stats, flatten; + identifier = data.key; + voice = data.value[\voice]; + mfcc = FluidBufMFCC.kr(src, startFrame:start, numFrames:num, numChans:1, features:~mfccbuf[voice], padding: 2, trig:1, blocking: 1); + stats = FluidBufStats.kr(~mfccbuf[voice], stats:~statsbuf[voice], numDerivs: 1, trig:Done.kr(mfcc), blocking: 1); + flatten = FluidBufFlatten.kr(~statsbuf[voice], destination:~flatbuf[voice], trig:Done.kr(stats), blocking: 1); + FluidDataSetWr.kr(~ds, identifier, nil, ~flatbuf[voice], Done.kr(flatten), blocking: 1); +}); + +// here we make another processor, this time with doing an amplitude weighing +~extractorW = FluidProcessSlices({|src,start,num,data| + var identifier, voice, loud, weights, mfcc, stats, flatten; + identifier = data.key; + voice = data.value[\voice]; + mfcc = FluidBufMFCC.kr(src, startFrame:start, numFrames:num, numChans:1, features:~mfccbuf[voice], padding: 2, trig:1, blocking: 1); + loud = FluidBufLoudness.kr(src, startFrame:start, numFrames:num, numChans:1, features:~loudbuf[voice], padding: 2, trig:Done.kr(mfcc), blocking: 1); + weights = FluidBufScale.kr(~loudbuf[voice], numChans: 1, destination: ~weightbuf[voice], inputLow: -70, inputHigh: 0, trig: Done.kr(loud), blocking: 1); + stats = FluidBufStats.kr(~mfccbuf[voice], stats:~statsbuf[voice], numDerivs: 1, weights: ~weightbuf[voice], trig:Done.kr(weights), blocking: 1); + flatten = FluidBufFlatten.kr(~statsbuf[voice], destination:~flatbuf[voice], trig:Done.kr(stats), blocking: 1); + FluidDataSetWr.kr(~dsW, identifier, nil, ~flatbuf[voice], Done.kr(flatten), blocking: 1); +}); + +// and here we make a little processor for loudness if we want to poke at it +~extractorL = FluidProcessSlices({|src,start,num,data| + var identifier, voice, loud, stats, flatten; + identifier = data.key; + voice = data.value[\voice]; + loud = FluidBufLoudness.kr(src, startFrame:start, numFrames:num, numChans:1, features:~mfccbuf[voice], trig:1, padding: 2, blocking: 1); + stats = FluidBufStats.kr(~mfccbuf[voice], stats:~statsbuf[voice], numDerivs: 1, trig:Done.kr(loud), blocking: 1); + flatten = FluidBufFlatten.kr(~statsbuf[voice], destination:~flatbuf[voice], trig:Done.kr(stats), blocking: 1); + FluidDataSetWr.kr(~dsL, identifier, nil, ~flatbuf[voice], Done.kr(flatten), blocking: 1); +}); +) + +////////////////////////////////////////////////////////////////////////// +//loading process + +//load and play to test if it is that quick - it is! +( +t = Main.elapsedTime; +~loader.play(s,action:{(Main.elapsedTime - t).postln;"Loaded".postln;{var start, stop; PlayBuf.ar(~loader.index[~loader.index.keys.asArray.last.asSymbol][\numchans],~loader.buffer,startPos: ~loader.index[~loader.index.keys.asArray.last.asSymbol][\bounds][0])}.play;}); +) + +////////////////////////////////////////////////////////////////////////// +// slicing process + +// run the slicer +( +t = Main.elapsedTime; +~slicer.play(s,~loader.buffer,~loader.index,action:{(Main.elapsedTime - t).postln;"Slicing done".postln}); +) + +//slice count +~slicer.index.keys.size + +////////////////////////////////////////////////////////////////////////// +// description process + +// run both descriptor extractor - here they are separate to the batch process duration +( +t = Main.elapsedTime; +~extractor.play(s,~loader.buffer,~slicer.index,action:{(Main.elapsedTime - t).postln;"Features done".postln}); +) + +( +t = Main.elapsedTime; +~extractorW.play(s,~loader.buffer,~slicer.index,action:{(Main.elapsedTime - t).postln;"Features done".postln}); +) + +////////////////////////////////////////////////////////////////////////// +// manipulating and querying the data + +// extracting whatever stats we want. In this case, mean/std/lowest/highest, and the same on the first derivative - excluding MFCC0 as it is mostly volume, keeping MFCC1-12 + +( +~curated = FluidDataSet(s); +~curatedW = FluidDataSet(s); +~curator = FluidDataSetQuery.new(s); +) + +( +~curator.addRange(1,12,{ + ~curator.addRange(14,12,{ + ~curator.addRange(53,12,{ + ~curator.addRange(79,12,{ + ~curator.addRange(92,12,{ + ~curator.addRange(105,12,{ + ~curator.addRange(144,12,{ + ~curator.addRange(170,12); + }); + }); + }); + }); + }); + }); +}); +) +~curator.transform(~ds,~curated) +~curator.transform(~dsW,~curatedW) + +//check the dimension count +~ds.print +~dsW.print +~curated.print +~curatedW.print + +//building a tree for each dataset +~tree = FluidKDTree(s,5); +~tree.fit(~ds,{"Fitted".postln;}); +~treeW = FluidKDTree(s,5); +~treeW.fit(~dsW,{"Fitted".postln;}); +~treeC = FluidKDTree(s,5); +~treeC.fit(~curated,{"Fitted".postln;}); +~treeCW = FluidKDTree(s,5); +~treeCW.fit(~curatedW,{"Fitted".postln;}); + +//select a sound to match +// EITHER retrieve a random slice +~targetsound = Buffer(s); +~targetname = ~slicer.index.keys.asArray.scramble.last.asSymbol; +#a,b = ~slicer.index[~targetname][\bounds]; +FluidBufCompose.process(s,~loader.buffer,a,(b-a),numChans: 1, destination: ~targetsound,action: {~targetsound.play;}) + +// OR just load a file in that buffer +~targetsound = Buffer.read(s,Platform.resourceDir +/+ "sounds/a11wlk01.wav"); + +//describe the sound to match +( +{ + var loud, weights, mfcc, stats, flatten, stats2, written; + mfcc = FluidBufMFCC.kr(~targetsound,features:~mfccbuf[0],padding: 2, trig:1); + stats = FluidBufStats.kr(~mfccbuf[0],stats:~statsbuf[0], numDerivs: 1,trig:Done.kr(mfcc)); + flatten = FluidBufFlatten.kr(~statsbuf[0],destination:~flatbuf[0],trig:Done.kr(stats)); + loud = FluidBufLoudness.kr(~targetsound,features:~loudbuf[0],padding: 2,trig:Done.kr(flatten),blocking: 1); + weights = FluidBufScale.kr(~loudbuf[0],numChans: 1,destination: ~weightbuf[0],inputLow: -70,inputHigh: 0,trig: Done.kr(loud),blocking: 1); + stats2 = FluidBufStats.kr(~mfccbuf[0],stats:~statsbuf[0], numDerivs: 1, weights: ~weightbuf[0], trig:Done.kr(weights),blocking: 1); + written = FluidBufFlatten.kr(~statsbuf[0],destination:~flatbuf[1],trig:Done.kr(stats2)); + FreeSelf.kr(Done.kr(written)); +}.play; +) + +//go language side to extract the right dimensions +~flatbuf[0].getn(0,182,{|x|~curatedBuf = Buffer.loadCollection(s, x[[0,1,4,6,7,8,11,13].collect{|x|var y=x*13+1;(y..(y+11))}.flat].postln)}) +~flatbuf[1].getn(0,182,{|x|~curatedWBuf = Buffer.loadCollection(s, x[[0,1,4,6,7,8,11,13].collect{|x|var y=x*13+1;(y..(y+11))}.flat].postln)}) + +//find its nearest neighbours +~tree.kNearest(~flatbuf[0],{|x| ~friends = x.postln;}) +~treeW.kNearest(~flatbuf[1],{|x| ~friendsW = x.postln;}) +~treeC.kNearest(~curatedBuf,{|x| ~friendsC = x.postln;}) +~treeCW.kNearest(~curatedWBuf,{|x| ~friendsCW = x.postln;}) + + +// play them in a row +( +Routine{ +5.do{|i| + var dur; + v = ~slicer.index[~friends[i].asSymbol]; + dur = (v[\bounds][1] - v[\bounds][0]) / s.sampleRate; + {BufRd.ar(v[\numchans],~loader.buffer,Line.ar(v[\bounds][0],v[\bounds][1],dur, doneAction: 2))}.play; + ~friends[i].postln; + dur.wait; + }; +}.play; +) + +( +Routine{ +5.do{|i| + var dur; + v = ~slicer.index[~friendsW[i].asSymbol]; + dur = (v[\bounds][1] - v[\bounds][0]) / s.sampleRate; + {BufRd.ar(v[\numchans],~loader.buffer,Line.ar(v[\bounds][0],v[\bounds][1],dur, doneAction: 2))}.play; + ~friendsW[i].postln; + dur.wait; + }; +}.play; +) + +( +Routine{ +5.do{|i| + var dur; + v = ~slicer.index[~friendsC[i].asSymbol]; + dur = (v[\bounds][1] - v[\bounds][0]) / s.sampleRate; + {BufRd.ar(v[\numchans],~loader.buffer,Line.ar(v[\bounds][0],v[\bounds][1],dur, doneAction: 2))}.play; + ~friendsC[i].postln; + dur.wait; + }; +}.play; +) + +( +Routine{ +5.do{|i| + var dur; + v = ~slicer.index[~friendsCW[i].asSymbol]; + dur = (v[\bounds][1] - v[\bounds][0]) / s.sampleRate; + {BufRd.ar(v[\numchans],~loader.buffer,Line.ar(v[\bounds][0],v[\bounds][1],dur, doneAction: 2))}.play; + ~friendsCW[i].postln; + dur.wait; + }; +}.play; +) + +//explore dynamic range (changing the weigting's value of 0 in lines 39 and 157 will change the various weights given to quieter parts of the signal +( +t = Main.elapsedTime; +~extractorL.play(s,~loader.buffer,~slicer.index,action:{(Main.elapsedTime - t).postln;"Features done".postln}); +) +~norm = FluidNormalize.new(s) +~norm.fit(~dsL) +~norm.dump({|x|x["data_min"][[8,12]].postln;x["data_max"][[8,12]].postln;})//here we extract the stats from the dataset by retrieving the stored maxima of the fitting process in FluidNormalize diff --git a/test/10b-weighted-pitch-comparison.scd b/test/10b-weighted-pitch-comparison.scd new file mode 100644 index 00000000..a0630650 --- /dev/null +++ b/test/10b-weighted-pitch-comparison.scd @@ -0,0 +1,73 @@ +//load a part of a sound that has 3 clear components: a clear pitch component to start, a noisy pitchless ending and DC offset silence on both ends +( +b = Buffer.read(s,File.realpath(FluidBufPitch.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/Tremblay-ASWINE-ScratchySynth-M.wav",42250,44100); +~pitches = Buffer(s); +~stats = Buffer(s); +~loud = Buffer(s); +~scaled = Buffer(s); +~brutePitchStats = Array; +~loudnessWeighedPitchStats = Array; +~confidenceWeighedPitchStats = Array; +~condidenceWeightedPitchIQRStats = Array; +~pitchIQRStats = Array; +) + +b.play +b.plot + +FluidBufPitch.process(s,b,features: ~pitches) +FluidBufStats.process(s,~pitches,stats:~stats) +~stats.getn(0,14,{|x|~brutePitchStats = x; x.reshape(7,2).do{|y| "%\t\t\t%\n".postf(y[0].round(0.1),y[1].round(0.01))}}) + +//observe the data - there are something clearly "wrong" in there - mostly, should we consider the stats on pitch when the confidence is low? +~pitches.plot(separately: true) + +//let's check the loudness +FluidBufLoudness.process(s,b,features: ~loud) +FluidBufStats.process(s,~loud,stats:~stats) +~stats.getn(0,14,{|x|x.reshape(7,2).do{|y| "%\t\t\t%\n".postf(y[0].round(0.1),y[1].round(0.01))}}) + +~loud.plot(separately: true) + +//it seems the loudness of the noisy section will not help us reject the silence. But let's try +FluidBufScale.process(s,~loud,numChans: 1,destination: ~scaled,inputLow: -60,inputHigh: -20) +FluidBufStats.process(s,~pitches, stats:~stats,weights: ~scaled) +~stats.getn(0,14,{|x|~loudnessWeighedPitchStats = x; x.reshape(7,2).do{|y| "%\t\t\t%\n".postf(y[0].round(0.1),y[1].round(0.01))}}) +//not much difference but let's listen + +//average pitch +c = {SinOsc.ar(~brutePitchStats[0],mul: 0.05)}.play +//compare with the source +b.play +c.free +//loudness-weighted average +c = {SinOsc.ar(~loudnessWeighedPitchStats[0],mul: 0.05)}.play +//compare with the source +b.play +c.free +//hmmm, worse! That is because we did remove the low amplitude skewing to wards the default value (high) which was balancing our noisy peak with low pitch and low pitch confidence... + +//let's instead weight against the pitch confidence, first applying a threshold to so we pull down any middle value we want to ignore +FluidBufThresh.process(s, ~pitches, startChan: 1, numChans: 1, destination: ~scaled, threshold: 0.8) +FluidBufStats.process(s,~pitches, stats:~stats,weights: ~scaled) +~stats.getn(0,14,{|x|~confidenceWeighedPitchStats = x;x.reshape(7,2).do{|y| "%\t\t\t%\n".postf(y[0].round(0.1),y[1].round(0.01))}}) + +//let's listen +c = {SinOsc.ar(~confidenceWeighedPitchStats[0],mul: 0.05)}.play +//compare with the source +b.play +c.free +// much better! it is even better when we move the threshold above but 0.8 confidence is quite high... If we look at our stats we see that there are still minima in the low hundreds, and maxima in the very top...These must be statistically far enough and few enough just to mess a bit our stats, so let's use the inter-quantile range to first remove them then compute the stats. +FluidBufStats.process(s,~pitches, stats:~stats,weights: ~scaled,outliersCutoff: 1.5) +~stats.getn(0,14,{|x|~confidenceWeightedPitchIQRStats = x;x.reshape(7,2).do{|y| "%\t\t\t%\n".postf(y[0].round(0.1),y[1].round(0.01))}}) +//now that is impressive! +c = {SinOsc.ar(~confidenceWeightedPitchIQRStats[0],mul: 0.05)}.play +b.play +c.free + +//for completion, here is just with rejection of outliers - not as good, but a decent second best! +FluidBufStats.process(s,~pitches, stats:~stats,outliersCutoff: 1.5) +~stats.getn(0,14,{|x|~pitchIQRStats = x;x.reshape(7,2).do{|y| "%\t\t\t%\n".postf(y[0].round(0.1),y[1].round(0.01))}}) +c = {SinOsc.ar(~pitchIQRStats[0],mul: 0.05)}.play +b.play +c.free diff --git a/test/12-windowed-clustered-segmentation.scd b/test/12-windowed-clustered-segmentation.scd new file mode 100644 index 00000000..e1dd3b0b --- /dev/null +++ b/test/12-windowed-clustered-segmentation.scd @@ -0,0 +1,230 @@ +// load a source folder +~loader = FluidLoadFolder(File.realpath(FluidBufMFCC.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/"); +~loader.play; + +//slightly oversegment with novelty +//segments should still make sense but might cut a few elements in 2 or 3 +~slicer = FluidSliceCorpus({ |src,start,num,dest| FluidBufNoveltySlice.kr(src,start,num,indices:dest, feature: 1, kernelSize: 29, threshold: 0.1, filterSize: 5, hopSize: 128, blocking: 1)}); +~slicer.play(s, ~loader.buffer,~loader.index); + +//test the segmentation by looping them +( +~originalindices = Array.newFrom(~slicer.index.keys).sort{|a,b| ~slicer.index[a][\bounds][0]< ~slicer.index[b][\bounds][0]}.collect{|x|~slicer.index[x][\bounds]}; +d = {arg start=0, end = 44100; + BufRd.ar(1, ~loader.buffer, Phasor.ar(0,1,start,end,start),0,1); +}.play; + +w = Window.new(bounds:Rect(100,100,400,60)).front; +b = ControlSpec(0, ~originalindices.size - 1, \linear, 1); // min, max, mapping, step +c = StaticText(w, Rect(340, 20, 50, 20)).align_(\center); +a = Slider(w, Rect(10, 20, 330, 20)) +.action_({var val = b.map(a.value).asInteger; + c.string_(val.asString); + d.set(\start,~originalindices[val][0], \end, ~originalindices[val][1]); +}); +) + +//analyse each segment with 20 MFCCs in a dataset and spectralshapes in another one +( +~featuresbuf = 4.collect{Buffer.new}; +~statsbuf = 4.collect{Buffer.new}; +~flatbuf = 4.collect{Buffer.new}; +~slicesMFCC = FluidDataSet(s); +~slicesShapes = FluidDataSet(s); +~extractor = FluidProcessSlices({|src,start,num,data| + var features, stats, writer, flatten,mfccBuf, statsBuf, flatBuf, identifier, voice; + identifier = data.key; + voice = data.value[\voice]; + features = FluidBufMFCC.kr(src,startFrame:start,numFrames:num,numChans:1, numCoeffs: 20, features:~featuresbuf[voice],trig:1,blocking: 1); + stats = FluidBufStats.kr(~featuresbuf[voice],stats:~statsbuf[voice],trig:Done.kr(features),blocking: 1); + flatten = FluidBufFlatten.kr(~statsbuf[voice],destination:~flatbuf[voice],trig:Done.kr(stats),blocking: 1); + writer = FluidDataSetWr.kr(~slicesMFCC,identifier, nil, ~flatbuf[voice], Done.kr(flatten),blocking: 1); + features = FluidBufSpectralShape.kr(src,startFrame:start,numFrames:num,numChans:1, features:~featuresbuf[voice],trig:Done.kr(writer),blocking: 1); + stats = FluidBufStats.kr(~featuresbuf[voice],stats:~statsbuf[voice],trig:Done.kr(features),blocking: 1); + flatten = FluidBufFlatten.kr(~statsbuf[voice],destination:~flatbuf[voice],trig:Done.kr(stats),blocking: 1); + writer = FluidDataSetWr.kr(~slicesShapes,identifier, nil, ~flatbuf[voice], Done.kr(flatten),blocking: 1); +}); +) + +( +t = Main.elapsedTime; +~extractor.play(s,~loader.buffer, ~slicer.index, action:{(Main.elapsedTime - t).postln;"Analysis done".postln}); +) + +~originalindices.size +~slicesMFCC.print +~slicesShapes.print + +//run a window over consecutive segments, forcing them in 2 classes, and merging the consecutive segments of similar class +//we overlap the analysis with the last (original) slice to check for continuity +( +~winSize = 4;//the number of consecutive items to split in 2 classes; +~curated = FluidDataSet(s); +~query = FluidDataSetQuery(s); +~stan = FluidStandardize(s); +~kmeans = FluidKMeans(s,2,1000); +~windowDS = FluidDataSet(s); +~windowLS = FluidLabelSet(s); +) + +//curate stats (MFCCs) +~query.clear +~query.addRange((0*20)+1,10); +~query.transform(~slicesMFCC,~curated); + +//OR +//curate stats (moments) +~query.clear +~query.addRange(0,3); +~query.transform(~slicesShapes,~curated); + +//OR +//curate both +~query.clear +~query.addColumn(0);//add col 0 (mean of mfcc0 as 'loudness') +~query.transform(~slicesMFCC,~curated);//mfcc0 as loudness +~query.clear; +~query.addRange(0,3);//add some spectral moments +~query.transformJoin(~slicesShapes, ~curated, ~curated);//join in centroids + +//optionally standardize in place +~stan.fitTransform(~curated, ~curated); + +~curated.print + +//retrieve the dataset as dictionary +~curated.dump{|x|~sliceDict = x;}; + +~originalslicesarray = ~originalindices.flop[0] ++ ~loader.buffer.numFrames +~orginalkeys = Array.newFrom(~slicer.index.keys).sort{|a,b| ~slicer.index[a][\bounds][0]< ~slicer.index[b][\bounds][0]} + +//the windowed function, recursive to deal with sync dependencies +( +~windowedFunct = {arg head, winSize, overlap; + var nbass = [], assignments = [], tempDict = (); + //check the size of everything to not overrun + winSize = (~originalslicesarray.size - head).min(winSize); + //copy the items to a subdataset from hear + winSize.do{|i| + tempDict.put((i.asString), ~sliceDict["data"][(~orginalkeys[(i+head)]).asString]);//here one could curate which stats to take + // "whichslices:%\n".postf(i+head); + }; + ~windowDS.load(Dictionary.newFrom([\cols, ~sliceDict["cols"].asInteger, \data, tempDict]), action: { + // "% - loaded\n".postf(head); + + //kmeans 2 and retrieve ordered array of class assignations + ~kmeans.fitPredict(~windowDS, ~windowLS, action: {|x| + nbass = x; + // "% - fitted1: ".postf(head); nbass.postln; + + if (nbass.includes(winSize.asFloat), { + ~kmeans.fitPredict(~windowDS, ~windowLS, {|x| + nbass = x; + // "% - fitted2: ".postf(head); nbass.postln; + if (nbass.includes(winSize.asFloat), { + ~kmeans.fitPredict(~windowDS, ~windowLS, {|x| + nbass = x; + // "% - fitted3: ".postf(head); nbass.postln; + }); + }); + }); + }); + + ~windowLS.dump{|x| + var assignments = x.at("data").asSortedArray.flop[1].flatten; + "% - assigned ".postf(head); + + assignments.postln; + + (winSize-1).do{|i| + if (assignments[i+1] != assignments[i], { + ~newindices= ~newindices ++ (~originalslicesarray[head+i+1]).asInteger; + ~newkeys = ~newkeys ++ (~orginalkeys[head+i+1]); + }); + + }; + //if we still have some frames to do, do them + if (((winSize + head) < ~originalslicesarray.size), { + "-----------------".postln; + ~windowedFunct.value(head + winSize - overlap, winSize, overlap); + }, {~newindices = (~newindices ++ ~loader.buffer.numFrames); "done".postln;});//if we're done close the books + }; + }); + }); +} +) + +//the job + +//test 1 - start at the begining, consider 4 items at a time, make 2 clusters, overlap 1 +~newindices = [~originalslicesarray[0]]; ~newkeys = [~orginalkeys[0]]; +~windowedFunct.value(0, 4, 1); + +//OPTIONAL: try again with more clusters (3) and a wider window (6) and more overlap (2) +~newindices = [~originalslicesarray[0]]; ~newkeys = [~orginalkeys[0]]; +~kmeans.numClusters = 3; +~windowedFunct.value(0,6,2); + +//compare sizes +~orginalkeys.size +~newkeys.size; + +//export to reaper +( +//first create a new file that ends with rpp - it will overwrite if the file exists +f = File.new(Platform.defaultTempDir ++ "clusteredslices-" ++ Date.getDate.stamp ++".rpp","w+"); + +if (f.isOpen , { + var path, prevpath ="", sr, count, dur, realDur; + //write the header + f.write(" 0, { + f.write("\n>\n"); + }); + count = count + dur; + }; + //write the track footer + f.write(">\n"); + + // a second track with the new ~indices + prevpath = ""; + //write the track header + f.write(" 0, { + path = ~slicer.index[v][\path]; + if (path != prevpath, { + sr = ~slicer.index[v][\sr]; + prevpath = path; + count = 0; + }); + f.write("\n>\n"); + count = count + dur; + }); + }; + //write the track footer + f.write(">\n"); + + //write the footer + f.write(">\n"); + f.close; +}); +) + +(then open the time-stamped reaper file clusterdslice in the folder tmp) +Platform.defaultTempDir.openOS diff --git a/test/13-massive-parallelisation-example.scd b/test/13-massive-parallelisation-example.scd new file mode 100644 index 00000000..81b960d7 --- /dev/null +++ b/test/13-massive-parallelisation-example.scd @@ -0,0 +1,324 @@ +// Lookup in a KDTree using melbands +// Demonstration of a massive parallel approach to batch process swiftly in SC + +s.options.numBuffers = 16384 //The method below for doing the analysus quickly needs lots of buffers +s.reboot + +//Step 0: Make a corpus + +//We'll jam together some random flucoma sounds for illustrative purposes +//Get some files +( +~audioexamples_path = File.realpath(FluidBufMelBands.class.filenameSymbol).dirname.withTrailingSlash +/+ "../AudioFiles/*.wav"; +~allTheSounds = SoundFile.collect(~audioexamples_path); +~testSounds = ~allTheSounds; +~testSounds.do{|f| f.path.postln}; // print out the files that are loaded +) + +//Load the files into individual buffers: +( +~audio_buffers = ~testSounds.collect{|f| + Buffer.readChannel( + server: s, + path:f.path, + channels:[0], + action:{("Loaded" + f.path).postln;} + ) +}; +) + +//Do a segmentation of each buffer, in parallel +( +fork{ + ~index_buffers = ~audio_buffers.collect{Buffer.new}; + s.sync; + ~count = ~audio_buffers.size; + ~audio_buffers.do{|src,i| + FluidBufOnsetSlice.process( + server:s, + source:src, + indices:~index_buffers[i], + metric: 9, + threshold:0.2, + minSliceLength: 17, + action:{ + (~testSounds[i].path ++ ":" + ~index_buffers[i].numFrames + "slices").postln; + ~count = ~count - 1; + if(~count == 0){"Done slicing".postln}; + } + ); + } +} +) + +// we now have an array of index buffers, one per source buffer, each containing the segmentation points as a frame positions +// this allows us to make an array of sizes +~index_buffers.collect{|b| b.numFrames}.sum + +//For each of these segments, let's make a datapoint using the mean melbands. +// There's a number of ways of skinning this cat w/r/t telling the server what to do, but here we want to minimize traffic between language and server, and also produce undertsandable code + +//First, we'll grab the onset points as language-side arrays, then scroll through each slice getting the mean melbands +( +// - a dataset to keep the mean melbands in +~mels = FluidDataSet(s); +// - a dictionary to keep the slice points in for later playback +~slices = Dictionary(); +//The code below (as well as needing lots of buffers), creates lots of threads and we need a big ass scheduling queue +~clock = TempoClock(queueSize:8192); +) + + +// Do the Mel analysis in a cunning parallel fashion +( +{ + var counter, remaining; + var condition = Condition.new; // used to create a test condition to pause the routine ... + var index_arrays = Dictionary(); + + "Process started. Please wait.".postln; + + ~total_slice_count = ~index_buffers.collect{|b| b.numFrames}.sum + ~index_buffers.size; //we get an extra slice in buffer + ~featurebuffers = ~total_slice_count.collect{Buffer.new}; // create a buffer per slice + + //Make our dictionary FluidDataSet-shaped + ~slices.put("cols",3);//[bufnum,start,end] for each slice + ~slices.put("data",Dictionary()); + + //Collect each set of onsets into a language side array and store them in a dict + ~index_buffers.do{|b,i| // iterate over the input buffer array + { + b.loadToFloatArray( // load to language side array + action:{|indices| + //Glue the first and last samples of the buffer on to the index list, and place in dictionary with the + //Buffer object as a key + + index_arrays.put(~audio_buffers[i], Array.newFrom([0] ++ indices ++ (~audio_buffers[i].numFrames - 1))); + + if(i==(~index_buffers.size-1)) {condition.unhang}; + } + ) + }.fork(stackSize:~total_slice_count); + }; + condition.hang; //Pause until all the callbacks above have completed + "Arrays loaded. Starting on the analysis, please wait.".postln; + + //For each of these lists of points, we want to scroll over the indices in pairs and get some mel bands + counter = 0; + remaining = ~total_slice_count; + + s.sync; + + // now iterate over Dict and calc melbands + + index_arrays.keysValuesDo{|buffer, indices| + indices.doAdjacentPairs{|start,end,num| + var analysis = Routine({|counter| + FluidBufMelBands.processBlocking( + server:s, + source:buffer, + startFrame:start, + numFrames:(end-1) - start, + features:~featurebuffers[counter], + action:{ + remaining = remaining - 1; + if(remaining == 0) { ~numMelBands = ~featurebuffers[0].numChannels;condition.unhang }; + } + ); + }); + + ~slices["data"].put(counter,[buffer.bufnum,start,end]); + + //I'm spawning new threads to wait for the analysis callback from the server. The final callback will un-hang this thread + analysis.value(counter); //Done differently to other blocks because I need to pass in the value of counter + counter = counter + 1; + } + }; + condition.hang; + "Analysis of % slices done.\n".postf(~total_slice_count); +}.fork(clock:~clock); +) + + +// Run stats on each mel buffer + +// create a stats buffer for each of the slices +~statsbuffers = ~total_slice_count.collect{Buffer.new}; // create n Slices buffers - to be filled with (40 mel bands * 7 stats) + +// run stats on all the buffers +( +{ + var remaining = ~total_slice_count; + ~featurebuffers.do{|buffer,i| + FluidBufStats.processBlocking( + server:s, + source:buffer, + stats:~statsbuffers[i], + action:{ + remaining = remaining - 1; + if(remaining == 0) { "done".postln}; + } + ); + }; +}.fork(clock:~clock); +) + +~featurebuffers.size + +//Flatten each stats buffer into a data point +~flatbuffers = ~total_slice_count.collect{Buffer.new};// create an array of flatten stats + +( +{ + var remaining = ~total_slice_count; + ~statsbuffers.do{|buffer,i| + FluidBufFlatten.processBlocking( + server:s, + source:buffer, + destination:~flatbuffers[i], + action:{ + remaining = remaining - 1; + if(remaining == 0) { "Got flat points".postln; }; + } + ); + }; +}.fork(clock:~clock); +) + + +//Ram each flat point into a data set. At this point we have more data than we need, but we'll prune in moment +( +"Filling dataset".postln; +~mels.clear; + +// ~flatbuffers = flatbuffers; +~flatbuffers.do{|buf,i| + ~mels.addPoint(i,buf); +}; + +~mels.print; +) + + +// Prune & standardise + +// Tidy up the temp arrays of buffers we do not need anymore + +( +"Cleaning".postln; +(~featurebuffers ++ ~statsbuffers ++ ~flatbuffers).do{|buf| buf.free}; +) + +//Above we sneakily made a dictionary of slice data for playback (bufnum,start,end). Let's throw it in a dataset +~slicedata = FluidDataSet(s); // will hold slice data (bufnum,start,end) for playback + +//dict -> dataset +( +~slicedata.load(~slices); +~slicedata.print; +) + +// Step 1. Let's prune and standardize before fitting to a tree +( +~meanmels = FluidDataSet(s);//will hold pruned mel data +~stdmels = FluidDataSet(s);//will standardised, pruned mel data +~standardizer = FluidStandardize(s); +~pruner = FluidDataSetQuery(s); +~tree = FluidKDTree(s,numNeighbours:10,lookupDataSet:~slicedata);//we have to supply the lookup data set when we make the tree (boo!) +) + +//Prune, standardize and fit KDTree +( +{ + ~meanmels.clear; + ~stdmels.clear; + ~pruner.addRange(0,~numMelBands).transform(~mels,~meanmels); //prune with a 'query' -- so this is dropping all but ~meanmels + ~standardizer.fitTransform(~meanmels,~stdmels); + ~tree.fit(~stdmels,{"KDTree ready".postln}); +}.fork(clock:~clock); +) + +~meanmels.print + +//Step 2: Set the FluidStandardizer and FluidKDTree up for listening +//set the buffers and busses needed +( +~stdInputPoint = Buffer.alloc(s,40); +~stdOutputPoint = Buffer.alloc(s,40); +~treeOutputPoint = Buffer.alloc(s,3 * 10);//numNeighbours x triples of bufnum,start,end +) + + +// let's play a random sound (to make sure we understand our data structure! +( +{ + var randPoint, buf, start, stop, dur; + + randPoint = ~slices["data"].keys.asArray.scramble[0]; // this good way of getting - but recast as strong + + buf= ~slices["data"][randPoint][0]; + start = ~slices["data"][randPoint][1]; + stop = ~slices["data"][randPoint][2]; + + dur = stop - start; + + BufRd.ar(1,buf, Line.ar(start,stop,dur/s.sampleRate, doneAction: 2), 0, 2); +}.play +) + + +// Query KD tree + +// a target sound from outside our dataset +~inBuf = Buffer.readChannel(s, Platform.resourceDir +/+ "sounds/a11wlk01.wav", numFrames:15000, channels:[0]); +~inBuf.play + +//OR one from within (but just the begining so beware of the difference!) +~inBuf = Buffer.alloc(s,15000); +~randomSlice = ~slices["data"].keys.asArray.scramble[0]; +~audio_buffers[~slices["data"][~randomSlice][0]].copyData(~inBuf,srcStartAt: ~slices["data"][~randomSlice][1], numSamples: 15000.min(~slices["data"][~randomSlice][2] - (~slices["data"][~randomSlice][1]))); +~inBuf.play + +// now try getting a point, playing it, grabbing nearest neighbour and playing it ... + +( +~inBufMels = Buffer(s); +~inBufStats = Buffer(s); +~inBufFlat = Buffer(s); +~inBufComp = Buffer(s); +~inBufStand = Buffer(s); +) + +// FluidBuf Compose is buf version of dataSetQuery + +( +FluidBufMelBands.process(s, ~inBuf, features: ~inBufMels, action: { + FluidBufStats.process(s, ~inBufMels, stats:~inBufStats, action: { + FluidBufFlatten.process(s, ~inBufStats, destination:~inBufFlat, action: { + FluidBufCompose.process(s, ~inBufFlat, numFrames: ~numMelBands, destination: ~inBufComp, action: { + ~standardizer.transformPoint(~inBufComp, ~inBufStand, { + ~tree.kNearest(~inBufStand,{ |a|a.postln;~nearest = a;}) + }) + }) + }) + }) +}) +) + +// playback nearest in order +( +fork{ + ~nearest.do{|i| + var buf, start, stop, dur; + + buf= ~slices["data"][i.asInteger][0]; + start = ~slices["data"][i.asInteger][1]; + stop = ~slices["data"][i.asInteger][2]; + dur = (stop - start)/ s.sampleRate; + {BufRd.ar(1,buf, Line.ar(start,stop,dur, doneAction: 2), 0, 2);}.play; + + i.postln; + dur.wait; + }; +} +) diff --git a/test/8b-mlp-synth-control.scd b/test/8b-mlp-synth-control.scd new file mode 100644 index 00000000..49a3d387 --- /dev/null +++ b/test/8b-mlp-synth-control.scd @@ -0,0 +1,90 @@ +//1- make the gui then the synth below +( +var trained = 0, entering = 0; +var va = Array.fill(10,{0.5}); +var input = Buffer.alloc(s,2); +var output = Buffer.alloc(s,10); +var mlp = FluidMLPRegressor(s,[6],activation: 1,outputActivation: 1,maxIter: 1000,learnRate: 0.1,momentum: 0,batchSize: 1,validation: 0); +var entry = 0; + +~inData = FluidDataSet(s); +~outData = FluidDataSet(s); + +w = Window("ChaosSynth", Rect(10, 10, 790, 320)).front; +a = MultiSliderView(w,Rect(10, 10, 400, 300)).elasticMode_(1).isFilled_(1); +a.value=va; +a.action = {arg q; + b.set(\val, q.value); + va = q.value;}; +f = Slider2D(w,Rect(420,10,300, 300)); +f.x = 0.5; +f.y = 0.5; +f.action = {arg x,y; //if trained, predict the point f.x f.y + if (entering == 1, { //if entering a point, add to the the database f.x f.y against the array va + input.setn(0, [f.x, f.y]); + output.setn(0, va); + ~inData.addPoint(entry.asSymbol,input); + ~outData.addPoint(entry.asSymbol,output); + entering = 0; + entry = entry + 1; + {d.value = 0;}.defer; + }, { //if not entering a point + if (trained == 1, { //if trained + input.setn(0, [f.x, f.y]); + mlp.predictPoint(input,output,{ + output.getn(0,10,{ + |x|va = x; b.set(\val, va); {a.value = va;}.defer;}); + }); + }); + }); +}; + +c = Button(w, Rect(730,240,50, 20)).states_([["train", Color.red, Color.white], ["trained", Color.white, Color.grey]]).action_{ + mlp.fit(~inData,~outData,{|x| + trained = 1; + { + c.value = 1; + e.value = x.round(0.001).asString; + }.defer; + });//train the network +}; +d = Button(w, Rect(730,10,50, 20)).states_([["entry", Color.white, Color.grey], ["entry", Color.red, Color.white]]).action_{ + entering = 1; +}; +StaticText(w,Rect(732,260,50,20)).string_("Error:"); +e = TextField(w,Rect(730,280,50,20)).string_(0.asString); +StaticText(w,Rect(732,70,50,20)).string_("rate:"); +TextField(w,Rect(730,90,50,20)).string_(0.1.asString).action_{|in|mlp.learnRate = in.value.asFloat.postln;}; +StaticText(w,Rect(732,110,50,20)).string_("momentum:"); +TextField(w,Rect(730,130,50,20)).string_(0.0.asString).action_{|in|mlp.momentum = in.value.asFloat.postln;}; +StaticText(w,Rect(732,150,50,20)).string_("maxIter:"); +TextField(w,Rect(730,170,50,20)).string_(1000.asString).action_{|in| mlp.maxIter = in.value.asInteger.postln;}; +StaticText(w,Rect(732,190,50,20)).string_("validation:"); +TextField(w,Rect(730,210,50,20)).string_(0.0.asString).action_{|in|mlp.validation = in.value.asFloat.postln;}; +) + +//2- the synth +( +b = { + arg val = #[0,0,0,0,0,0,0,0,0,0]; + var osc1, osc2, feed1, feed2, base1=69, base2=69, base3 = 130; + #feed2,feed1 = LocalIn.ar(2); + osc1 = MoogFF.ar(SinOsc.ar((((feed1 * val[0]) + val[1]) * base1).midicps,mul: (val[2] * 50).dbamp).atan,(base3 - (val[3] * (FluidLoudness.kr(feed2, 1, 0, hopSize: 64)[0].clip(-120,0) + 120))).lag(128/44100).midicps, val[4] * 3.5); + osc2 = MoogFF.ar(SinOsc.ar((((feed2 * val[5]) + val[6]) * base2).midicps,mul: (val[7] * 50).dbamp).atan,(base3 - (val[8] * (FluidLoudness.kr(feed1, 1, 0, hopSize: 64)[0].clip(-120,0) + 120))).lag(128/44100).midicps, val[9] * 3.5); + Out.ar(0,LeakDC.ar([osc1,osc2],mul: 0.1)); + LocalOut.ar([osc1,osc2]); +}.play; +) + + + +~inData.print; +~outData.print; + +///////// +//3 - play with the multislider +//4 - when you like a spot, click entry (become read) then a position in the 2D graph where this point should be +//5 - do that for a few points +//6 - click train +//7 - the 2D graph controls the 10D +//8 - if you like a new sound and you want to update the graph, just click entry, then where it should be in the 2D, then retrain when you are happy diff --git a/test/8c-mlp-regressor-as-dim-redux.scd b/test/8c-mlp-regressor-as-dim-redux.scd new file mode 100644 index 00000000..6c59b6ed --- /dev/null +++ b/test/8c-mlp-regressor-as-dim-redux.scd @@ -0,0 +1,161 @@ +s.reboot; +//Preliminaries: we want some audio, a couple of FluidDataSets, some Buffers +( +~raw = FluidDataSet(s); +~norm = FluidDataSet(s); +~retrieved = FluidDataSet(s); +~audio = Buffer.read(s,File.realpath(FluidBufMelBands.class.filenameSymbol).dirname +/+ "../AudioFiles/Tremblay-ASWINE-ScratchySynth-M.wav"); +~melfeatures = Buffer.new(s); +~stats = Buffer.alloc(s, 7, 40); +~datapoint = Buffer.alloc(s, 40); +~queryPoint = Buffer.alloc(s, 2); +~dQueryPoint = Buffer.alloc(s, 2); +~dpN =Buffer.alloc(s, 40); +~dpMLPn =Buffer.alloc(s, 40); +~dpMLP =Buffer.alloc(s, 40); +) + +// process the melbands +FluidBufMelBands.process(s,~audio, features: ~melfeatures,action: {\done.postln;}); + +// Divide the time series in 100, and take the mean of each segment and add this as a point to the 'raw' FluidDataSet +( +{ + var trig = LocalIn.kr(1, 1); + var buf = LocalBuf(40, 1); + var count = PulseCount.kr(trig) - 1; + var chunkLen = (~melfeatures.numFrames / 100).asInteger; + var stats = FluidBufStats.kr(source: ~melfeatures, startFrame: count * chunkLen, numFrames: chunkLen, stats: ~stats, trig: trig, blocking: 1); + var rd = BufRd.kr(40, ~stats, DC.kr(0), 0, 1); + var bufWr, dsWr; + 40.do{|i| + bufWr = BufWr.kr(rd[i], buf, DC.kr(i)); + }; + dsWr = FluidDataSetWr.kr(~raw, buf: buf, idNumber: count, trig: Done.kr(stats)); + LocalOut.kr( Done.kr(dsWr)); + FreeSelf.kr(count - 99); + Poll.kr(trig,(100-count)); +}.play; +) +// wait for the count to reaches 0 in the post window. Check the dataset if curious (loads of small numbers) +~raw.print; + +// normalize the input +~normalizer = FluidNormalize(s); +~normalizer.fitTransform(~raw,~norm); +~norm.print; //a more decent range + +//we can then run the AE - the server might become yellow :) +~mlp = FluidMLPRegressor(s,[9,2,9],activation: 1,outputActivation: 1,tapIn: 0,tapOut: 2,maxIter: 10000,learnRate: 0.1,momentum: 0.1,batchSize: 10,validation: 0.1); +~mlp.fit(~norm,~norm,{|x|x.postln;});// run this a few times, until you are happy with the error + +//we can then retrieve the hidden layer #2 because of the tapOut parameter +~mlp.predict(~norm,~retrieved); + +//check the structure of retrieved +~retrieved.print; + +//let's normalise it for display +~normData = FluidDataSet(s); +~reducedarray = Array.new(100); +~normalView = FluidNormalize(s,0.1,0.9); +( +~normalView.fitTransform(~retrieved,~normData, action:{ + ~normData.dump{|x| 100.do{|i| + ~reducedarray.add(x["data"][i.asString]) + }}; +}); +) +~normData.print; + +//make a basic KD tree to retrieve the nearest entry in 2D +~kdtree = FluidKDTree(s,numNeighbours: 1); +~kdtree.fit(~normData); + +//prepare the normalizers and the neural net for inverse query +( +~normalView.invert = 1; +~normalizer.invert = 1; +~mlp.tapIn = 2; +~mlp.tapOut = -1; +) + +//Visualise and query the 2D projection of our original 40D data +( +var w,v,myx,myy,vRNN, vRN, vMN, vM; + +~arrayRawNn = Array.new(40); +~arrayRawN = Array.new(40); +~arrayMLPn = Array.new(40); +~arrayMLP = Array.new(40); + +//initialise the mouse position holder +myx=130; +myy=130; + +w = Window("AutoEncoder", Rect(64, 64, 770, 270)); +v = View.new(w,Rect(0,0, 310, 310)); + +vRNN = MultiSliderView(w,Rect(270,8,240,115)).value_(~arrayRawNn).readOnly_(true).elasticMode_(1).isFilled_(true); +vRN = MultiSliderView(w,Rect(270,147,240,115)).value_(~arrayRawN).readOnly_(true).elasticMode_(1).isFilled_(true); +vMN = MultiSliderView(w,Rect(520,10,240,115)).value_(~arrayMLPn).readOnly_(true).elasticMode_(1).isFilled_(true); +vM = MultiSliderView(w,Rect(520,147,240,115)).value_(~arrayMLP).readOnly_(true).elasticMode_(1).isFilled_(true); + +StaticText(w,Rect(275,120,490,30)).string_("above: normalised nearest neighbour\nbelow: original nearest neighbour").font_(Font("Monaco", 10)); +StaticText(w,Rect(525,120,490,30)).string_("above: regressed values at coordinates\nbelow: denormalised regressed values").font_(Font("Monaco", 10)); + +//creates a function that reacts to mousedown +v.mouseMoveAction = {|view, x, y| + myx=x.clip(10,260); + myy=y.clip(10,260); + w.refresh; + Routine{ + ~queryPoint.setn(0,([myx,myy] - 10 / 250));//set the query point to the coordinate + ~kdtree.kNearest(~queryPoint, action: {|nearest| //retrieve the nearest point + ~norm.getPoint(nearest, ~dpN, action: { //get the normalised 40d + ~raw.getPoint(nearest, ~datapoint, action: { // get the original 40d + ~normalView.transformPoint(~queryPoint, ~dQueryPoint, action: { //denormalise the 2d coordinate to get the right range of values for the MLP + ~mlp.predictPoint(~dQueryPoint, ~dpMLPn, action: { //predict from the middle (2d) to the normalised output (40d) + ~normalizer.transformPoint(~dpMLPn, ~dpMLP, action: { //denormalised the 40d + ~datapoint.getn(0,40,{|x|~arrayRawN = x; //retrieve the nearest + ~dpN.getn(0,40,{|x|~arrayRawNn = x; // retrieve the normalised nearest + ~dpMLPn.getn(0,40,{|x|~arrayMLPn = x; //retrieve the predicted normalised 40d + ~dpMLP.getn(0,40,{|x|~arrayMLP = x; //retrieve the denormalised predicted 40d + AppClock.sched(0,{ // update the visualisation of the 4 arrays + vRNN.value=~arrayRawNn; + vRN.value=~arrayRawN * 15; + vMN.value=~arrayMLPn; + vM.value=~arrayMLP * 15; + }); + }); + }); + }); + }); + }); + }); + }); + }); + }); + }); + }.play; +}; +//custom redraw function +w.drawFunc = { + Pen.use { + ~reducedarray.size.do{|i| + var coord = (~reducedarray[i] * 250) + 7; + var r = Rect(coord[0],coord[1],6,6); + Pen.fillColor = Color.blue; + Pen.fillOval(r); + }; + }; + Pen.color = Color.red; + Pen.addOval(Rect(myx-4, myy-4,8,8)); + Pen.perform(\stroke); + Pen.color = Color.black; + Pen.addRect(Rect(10,10,250,250)); + Pen.perform(\stroke); +}; +w.refresh; +w.front; +) \ No newline at end of file From e663a62e984edb915830935a10cb6fcec6cfc693 Mon Sep 17 00:00:00 2001 From: Ted Moore Date: Mon, 21 Feb 2022 16:48:51 +0000 Subject: [PATCH 03/13] added old example files for human testing to tests folder --- test/10a-weighted-MFCCs-comparison.scd | 2 +- test/10b-weighted-pitch-comparison.scd | 2 +- test/12-windowed-clustered-segmentation.scd | 7 +++++-- test/13-massive-parallelisation-example.scd | 4 ++-- test/8c-mlp-regressor-as-dim-redux.scd | 2 +- 5 files changed, 10 insertions(+), 7 deletions(-) diff --git a/test/10a-weighted-MFCCs-comparison.scd b/test/10a-weighted-MFCCs-comparison.scd index c14a7b61..38088b7f 100644 --- a/test/10a-weighted-MFCCs-comparison.scd +++ b/test/10a-weighted-MFCCs-comparison.scd @@ -11,7 +11,7 @@ ~flatbuf = 4.collect{Buffer.new}; // here we instantiate a loader as per example 0 -~loader = FluidLoadFolder(File.realpath(FluidBufMFCC.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/"); +~loader = FluidLoadFolder(FluidFilesPath()); // here we instantiate a further slicing step as per example 0 ~slicer = FluidSliceCorpus({ |src,start,num,dest| diff --git a/test/10b-weighted-pitch-comparison.scd b/test/10b-weighted-pitch-comparison.scd index a0630650..b565666b 100644 --- a/test/10b-weighted-pitch-comparison.scd +++ b/test/10b-weighted-pitch-comparison.scd @@ -1,6 +1,6 @@ //load a part of a sound that has 3 clear components: a clear pitch component to start, a noisy pitchless ending and DC offset silence on both ends ( -b = Buffer.read(s,File.realpath(FluidBufPitch.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/Tremblay-ASWINE-ScratchySynth-M.wav",42250,44100); +b = Buffer.read(s,FluidFilesPath("Tremblay-ASWINE-ScratchySynth-M.wav"),42250,44100); ~pitches = Buffer(s); ~stats = Buffer(s); ~loud = Buffer(s); diff --git a/test/12-windowed-clustered-segmentation.scd b/test/12-windowed-clustered-segmentation.scd index e1dd3b0b..ac2b8baf 100644 --- a/test/12-windowed-clustered-segmentation.scd +++ b/test/12-windowed-clustered-segmentation.scd @@ -1,5 +1,5 @@ // load a source folder -~loader = FluidLoadFolder(File.realpath(FluidBufMFCC.class.filenameSymbol).dirname.withTrailingSlash ++ "../AudioFiles/"); +~loader = FluidLoadFolder(FluidFilesPath()); ~loader.play; //slightly oversegment with novelty @@ -102,15 +102,18 @@ t = Main.elapsedTime; ( ~windowedFunct = {arg head, winSize, overlap; var nbass = [], assignments = [], tempDict = (); + "windowedFunct".postln; //check the size of everything to not overrun winSize = (~originalslicesarray.size - head).min(winSize); //copy the items to a subdataset from hear winSize.do{|i| + "winSize %\n".postf(i); tempDict.put((i.asString), ~sliceDict["data"][(~orginalkeys[(i+head)]).asString]);//here one could curate which stats to take // "whichslices:%\n".postf(i+head); }; + "sliceDict cols: %\n".postf(~sliceDict["cols"]); ~windowDS.load(Dictionary.newFrom([\cols, ~sliceDict["cols"].asInteger, \data, tempDict]), action: { - // "% - loaded\n".postf(head); + "% - loaded\n".postf(head); //kmeans 2 and retrieve ordered array of class assignations ~kmeans.fitPredict(~windowDS, ~windowLS, action: {|x| diff --git a/test/13-massive-parallelisation-example.scd b/test/13-massive-parallelisation-example.scd index 81b960d7..294a0413 100644 --- a/test/13-massive-parallelisation-example.scd +++ b/test/13-massive-parallelisation-example.scd @@ -9,7 +9,7 @@ s.reboot //We'll jam together some random flucoma sounds for illustrative purposes //Get some files ( -~audioexamples_path = File.realpath(FluidBufMelBands.class.filenameSymbol).dirname.withTrailingSlash +/+ "../AudioFiles/*.wav"; +~audioexamples_path = FluidFilesPath()+/+"*.wav"; ~allTheSounds = SoundFile.collect(~audioexamples_path); ~testSounds = ~allTheSounds; ~testSounds.do{|f| f.path.postln}; // print out the files that are loaded @@ -224,7 +224,7 @@ fork{ ~stdmels = FluidDataSet(s);//will standardised, pruned mel data ~standardizer = FluidStandardize(s); ~pruner = FluidDataSetQuery(s); -~tree = FluidKDTree(s,numNeighbours:10,lookupDataSet:~slicedata);//we have to supply the lookup data set when we make the tree (boo!) +~tree = FluidKDTree(s,numNeighbours:10);//we have to supply the lookup data set when we make the tree (boo!) ) //Prune, standardize and fit KDTree diff --git a/test/8c-mlp-regressor-as-dim-redux.scd b/test/8c-mlp-regressor-as-dim-redux.scd index 6c59b6ed..4d9ee1ff 100644 --- a/test/8c-mlp-regressor-as-dim-redux.scd +++ b/test/8c-mlp-regressor-as-dim-redux.scd @@ -4,7 +4,7 @@ s.reboot; ~raw = FluidDataSet(s); ~norm = FluidDataSet(s); ~retrieved = FluidDataSet(s); -~audio = Buffer.read(s,File.realpath(FluidBufMelBands.class.filenameSymbol).dirname +/+ "../AudioFiles/Tremblay-ASWINE-ScratchySynth-M.wav"); +~audio = Buffer.read(s,FluidFilesPath("Tremblay-ASWINE-ScratchySynth-M.wav")); ~melfeatures = Buffer.new(s); ~stats = Buffer.alloc(s, 7, 40); ~datapoint = Buffer.alloc(s, 40); From a2eb53e6408ad562a7ee00a736b991f0dd1a25a9 Mon Sep 17 00:00:00 2001 From: Ted Moore Date: Wed, 2 Mar 2022 13:56:09 +0000 Subject: [PATCH 04/13] updated FluidMelBands argument ordering to match C++ --- release-packaging/Classes/FluidMelBands.sc | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/release-packaging/Classes/FluidMelBands.sc b/release-packaging/Classes/FluidMelBands.sc index 04186541..a2c6b2e8 100644 --- a/release-packaging/Classes/FluidMelBands.sc +++ b/release-packaging/Classes/FluidMelBands.sc @@ -1,6 +1,6 @@ FluidMelBands : FluidRTMultiOutUGen { - *kr { arg in = 0, numBands = 40, minFreq = 20, maxFreq = 20000, normalize = 1, scale = 0, windowSize = 1024, hopSize = -1, fftSize = -1, maxFFTSize = 16384, maxNumBands = 120; + *kr { arg in = 0, numBands = 40, minFreq = 20, maxFreq = 20000, normalize = 1, scale = 0, windowSize = 1024, hopSize = -1, fftSize = -1, maxNumBands = 120, maxFFTSize = 16384; ^this.multiNew('control', in.asAudioRateInput(this), numBands, minFreq, maxFreq, maxNumBands, normalize, scale, windowSize, hopSize, fftSize, maxFFTSize); } From be013471574d20488a438fc4c3ea2f11f8347b87 Mon Sep 17 00:00:00 2001 From: Ted Moore Date: Fri, 11 Mar 2022 14:23:51 +0000 Subject: [PATCH 05/13] invert pca (#80) --- test/PCA_inverse_test.scd | 40 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 40 insertions(+) create mode 100644 test/PCA_inverse_test.scd diff --git a/test/PCA_inverse_test.scd b/test/PCA_inverse_test.scd new file mode 100644 index 00000000..a7980152 --- /dev/null +++ b/test/PCA_inverse_test.scd @@ -0,0 +1,40 @@ +( +fork{ + ~dict = Dictionary.newFrom([ + "cols",5, + "data",Dictionary.newFrom(Array.fill(20,{ + arg i; + [(i/2).asInteger,Array.fill(5,{rrand(-1.0,1.0)})] + }).flatten) + ]); + // ~dict.at("data").at(0).postln; + ~ds = FluidDataSet(s).load(~dict); + ~pca = FluidPCA(s,5); + ~pca.fit(~ds); + b = Buffer.alloc(s,5); + s.sync; + b.setn(0,Array.fill(5,{rrand(-1.0,1.0)}).postln); + // ~ds.getPoint(0,b); + c = Buffer.alloc(s,5); +} +) + +b.plot + +~pca.transformPoint(b,c); + +( +c.loadToFloatArray(action:{ + arg fa; + fa.postln; +}); +) + +~pca.inverseTransformPoint(c,b); + +( +b.loadToFloatArray(action:{ + arg fa; + fa.postln; +}); +) \ No newline at end of file From a668755286b5b762644f3e5f5c02f63df64b1a7f Mon Sep 17 00:00:00 2001 From: Ted Moore Date: Fri, 11 Mar 2022 14:25:28 +0000 Subject: [PATCH 06/13] invert pca --- release-packaging/Classes/FluidPCA.sc | 13 +++++++++++++ 1 file changed, 13 insertions(+) diff --git a/release-packaging/Classes/FluidPCA.sc b/release-packaging/Classes/FluidPCA.sc index 466b33e2..7c19fd93 100644 --- a/release-packaging/Classes/FluidPCA.sc +++ b/release-packaging/Classes/FluidPCA.sc @@ -58,6 +58,19 @@ FluidPCA : FluidModelObject{ ^FluidPCAQuery.kr(trig ,this, this.prEncodeBuffer(inputBuffer), this.prEncodeBuffer(outputBuffer), this.numDimensions); } + inverseTransformPointMsg{|sourceBuffer, destBuffer| + ^this.prMakeMsg(\inverseTransformPoint,id, + this.prEncodeBuffer(sourceBuffer), + this.prEncodeBuffer(destBuffer), + ["/b_query",destBuffer.asUGenInput] + ); + } + + inverseTransformPoint{|sourceBuffer, destBuffer, action| + actions[\inverseTransformPoint] = [nil,{action.value(destBuffer)}]; + this.prSendMsg(this.inverseTransformPointMsg(sourceBuffer,destBuffer)); + } + } FluidPCAQuery : FluidRTMultiOutUGen { From 92a7d6de90d25ba6caf67c8998f4a920f9cbddab Mon Sep 17 00:00:00 2001 From: Owen Green Date: Wed, 23 Mar 2022 09:26:07 +0000 Subject: [PATCH 07/13] remove old test code (#75) --- release-packaging/Classes/FluidMessageTest.sc | 120 ------------------ .../Classes/FluidProviderTest.sc | 59 --------- .../Classes/FluidSubscriberTest.sc | 40 ------ src/FluidMessageTest/CMakeLists.txt | 20 --- src/FluidMessageTest/FluidMessageTest.cpp | 13 -- .../CMakeLists.txt | 20 --- .../FluidSubscriberProviderTest.cpp | 17 --- 7 files changed, 289 deletions(-) delete mode 100644 release-packaging/Classes/FluidMessageTest.sc delete mode 100644 release-packaging/Classes/FluidProviderTest.sc delete mode 100644 release-packaging/Classes/FluidSubscriberTest.sc delete mode 100644 src/FluidMessageTest/CMakeLists.txt delete mode 100644 src/FluidMessageTest/FluidMessageTest.cpp delete mode 100644 src/FluidSubscriberProviderTest/CMakeLists.txt delete mode 100644 src/FluidSubscriberProviderTest/FluidSubscriberProviderTest.cpp diff --git a/release-packaging/Classes/FluidMessageTest.sc b/release-packaging/Classes/FluidMessageTest.sc deleted file mode 100644 index dffb399a..00000000 --- a/release-packaging/Classes/FluidMessageTest.sc +++ /dev/null @@ -1,120 +0,0 @@ -FluidMessageTest : FluidModelObject { - - var server; - - // *kr { |trig = 1, blocking = 0| - // - // ^this.multiNew('control', trig, blocking); - // } - - testReturnStrings { |server, nodeID, action| - - server = server ? Server.default; - - server.sendMsg('/u_cmd',nodeID,this.synthIndex,'testReturnStrings'); - - OSCFunc( - { |msg| - var resp =FluidMessageResponse.collectArgs( - 4.collect{string(FluidMessageResponse,_,_)}, msg.drop(3)); - if(action.notNil){action.value(resp);}; - },'/testReturnStrings').oneShot; - - } - - testReturnNumbers{ |server, nodeID, action| - - server = server ? Server.default; - - server.sendMsg('/u_cmd',nodeID,this.synthIndex,'testReturnNumbers'); - - OSCFunc( - { |msg| - var result = FluidMessageResponse.collectArgs( - [numbers(FluidMessageResponse,_,100,_)], msg.drop(3)); - if(action.notNil){action.value(result);}; - },'/testReturnNumbers').oneShot; - } - - testReturnOneString{ |server, nodeID, action| - - server = server ? Server.default; - - server.sendMsg('/u_cmd',nodeID,this.synthIndex,'testReturnOneString'); - - OSCFunc( - { |msg| - var result = FluidMessageResponse.collectArgs( - [string(FluidMessageResponse,_,_)], msg.drop(3)); - if(action.notNil){action.value(result);}; - },'/testReturnOneString').oneShot; - } - - testReturnOneNumber{ |server, nodeID, action| - - server = server ? Server.default; - - server.sendMsg('/u_cmd',nodeID,this.synthIndex,'testReturnOneNumber'); - - OSCFunc( - { |msg| - var result = msg.drop(3); - if(action.notNil){action.value(result);}; - },'/testReturnOneNumber').oneShot; - } - - testAccessBuffer{ |server, nodeID, buf, action| - - server = server ? Server.default; - - server.sendMsg('/u_cmd',nodeID,this.synthIndex,'testAccessBuffer', buf.asUGenInput); - - OSCFunc( - { |msg| - var result = FluidMessageResponse.collectArgs([numbers(FluidMessageResponse,_,1,_)],msg.drop(3)); - if(action.notNil){action.value(result);}; - },'/testAccessBuffer').oneShot; - } - - testPassString{ |server, nodeID, str, a, b, c, d, action| - - server = server ? Server.default; - - server.sendMsg('/u_cmd',nodeID,this.synthIndex,'testPassString', str, a, b, c); - - OSCFunc( - { |msg| - if(action.notNil){action.value;}; - },'/testPassString').oneShot; - } - - - testReturnBuffer{ |server, nodeID, b, action| - - server = server ? Server.default; - - server.sendMsg('/u_cmd',nodeID,this.synthIndex,'testReturnBuffer', b.asUGenInput); - - OSCFunc( - { |msg| - var result = result = FluidMessageResponse.collectArgs([buffer(FluidMessageResponse,_,server,_)],msg.drop(3)); - if(action.notNil){action.value(result);}; - },'/testReturnBuffer').oneShot; - } - - testReturnHetero{ |server, nodeID, action| - - server = server ? Server.default; - - server.sendMsg('/u_cmd',nodeID,this.synthIndex,'testReturnHetero'); - - OSCFunc( - { |msg| - var result = result = FluidMessageResponse.collectArgs([string(FluidMessageResponse,_,_), numbers(FluidMessageResponse,_,2,_)],msg.drop(3)); - if(action.notNil){action.value(result);}; - },'/testReturnHetero').oneShot; - } - - - -} diff --git a/release-packaging/Classes/FluidProviderTest.sc b/release-packaging/Classes/FluidProviderTest.sc deleted file mode 100644 index e368dbe7..00000000 --- a/release-packaging/Classes/FluidProviderTest.sc +++ /dev/null @@ -1,59 +0,0 @@ -FluidProviderTest : FluidModelObject { - -/* var <> server; - var <> nodeID; - - *new{ |server, name| - - - - }*/ - - // *kr{ |name,vals| - // ^this.new1('control',name,vals); - // } - // - // *new1 { |rate, name,vals| - // var ascii = name.ascii; - // var args; - // vals ?? {vals = []}; - // if(vals.isArray.not) {vals = [vals]}; - // args = ([rate, ascii.size].addAll(ascii) ++ vals.size).addAll(vals).addAll([1,1]); - // args.postln; - // ^super.new1(*args); - // } - -/* init { |size...chars| - specialIndex = -1; - inputs = [size].addAll(chars); - }*/ - - addPoint{|server, nodeID, args, action| - this.prSendMsg(server, nodeID, 'addPoint',args,action); - } - - updatePoint{|server, nodeID, args, action| - this.prSendMsg(server, nodeID, 'updatePoint',args,action); - } - - deletePoint{|server, nodeID, args, action| - this.prSendMsg(server,nodeID, 'deletePoint',args,action); - } - - prSendMsg { |server, nodeID, msg, args, action,parser| - - server = server ? Server.default; - - server.listSendMsg(['/u_cmd',nodeID.nodeID,this.synthIndex,msg].addAll(args)); - - OSCFunc( - { |msg| - var result = FluidMessageResponse.collectArgs(parser,msg.drop(3)); - if(action.notNil){action.value(result)}{action.value}; - },'/'++msg).oneShot; - } - - - - -} diff --git a/release-packaging/Classes/FluidSubscriberTest.sc b/release-packaging/Classes/FluidSubscriberTest.sc deleted file mode 100644 index a04776fe..00000000 --- a/release-packaging/Classes/FluidSubscriberTest.sc +++ /dev/null @@ -1,40 +0,0 @@ -FluidSubscriberTest : FluidModelObject { - - var <> providerName; - var <> nodeID; - - // *kr { |provider| - // ^this.multiNew('control',provider); - // } - // - // *new1 { |rate, provider| - // var ascii = provider.ascii; - // ^super.new1(*[rate, ascii.size].addAll(ascii)); - // } - // - // init { |size...chars| - // //Send the number of inputs (size of provider string) as specialIndex, - // //so server plugin knows what's going on - // specialIndex = -1; - // inputs = [size].addAll(chars); - // providerName = chars.collectAs({|x|x.asInteger.asAscii}, String); - // } - - providerLookup { |server, nodeID, label, action| - this.prSendMsg(server, nodeID, 'providerLookup', label, action, - [string(FluidMessageResponse,_,_),numbers(FluidMessageResponse,_,2,_)] ); - } - - prSendMsg { |server, nodeID, msg, args, action,parser| - - server = server ? Server.default; - - server.listSendMsg(['/u_cmd',nodeID.nodeID,this.synthIndex,msg].addAll(args)); - - OSCFunc( - { |msg| - var result = FluidMessageResponse.collectArgs(parser,msg.drop(3)); - if(action.notNil){action.value(result)}{action.value}; - },'/'++msg).oneShot; - } -} diff --git a/src/FluidMessageTest/CMakeLists.txt b/src/FluidMessageTest/CMakeLists.txt deleted file mode 100644 index 3693881d..00000000 --- a/src/FluidMessageTest/CMakeLists.txt +++ /dev/null @@ -1,20 +0,0 @@ -cmake_minimum_required(VERSION 3.3) -get_filename_component(PLUGIN ${CMAKE_CURRENT_LIST_DIR} NAME_WE) -message("Configuring ${PLUGIN}") -set(FILENAME ${PLUGIN}.cpp) - -add_library( - ${PLUGIN} - MODULE - ${FILENAME} -) - -target_include_directories( - ${PLUGIN} PRIVATE ${CMAKE_CURRENT_LIST_DIR}/../../include -) - -target_link_libraries( - ${PLUGIN} PRIVATE FLUID_DECOMPOSITION -) - -include(${CMAKE_CURRENT_LIST_DIR}/../../scripts/target_post.cmake) diff --git a/src/FluidMessageTest/FluidMessageTest.cpp b/src/FluidMessageTest/FluidMessageTest.cpp deleted file mode 100644 index 778df9c2..00000000 --- a/src/FluidMessageTest/FluidMessageTest.cpp +++ /dev/null @@ -1,13 +0,0 @@ - -// A tool from the FluCoMa project, funded by the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No 725899) - -#include -#include - -static InterfaceTable *ft; - -PluginLoad(FluidSTFTUGen) { - ft = inTable; - using namespace fluid::client; - makeSCWrapper("FluidMessageTest", ft); -} diff --git a/src/FluidSubscriberProviderTest/CMakeLists.txt b/src/FluidSubscriberProviderTest/CMakeLists.txt deleted file mode 100644 index 3693881d..00000000 --- a/src/FluidSubscriberProviderTest/CMakeLists.txt +++ /dev/null @@ -1,20 +0,0 @@ -cmake_minimum_required(VERSION 3.3) -get_filename_component(PLUGIN ${CMAKE_CURRENT_LIST_DIR} NAME_WE) -message("Configuring ${PLUGIN}") -set(FILENAME ${PLUGIN}.cpp) - -add_library( - ${PLUGIN} - MODULE - ${FILENAME} -) - -target_include_directories( - ${PLUGIN} PRIVATE ${CMAKE_CURRENT_LIST_DIR}/../../include -) - -target_link_libraries( - ${PLUGIN} PRIVATE FLUID_DECOMPOSITION -) - -include(${CMAKE_CURRENT_LIST_DIR}/../../scripts/target_post.cmake) diff --git a/src/FluidSubscriberProviderTest/FluidSubscriberProviderTest.cpp b/src/FluidSubscriberProviderTest/FluidSubscriberProviderTest.cpp deleted file mode 100644 index 224dadf5..00000000 --- a/src/FluidSubscriberProviderTest/FluidSubscriberProviderTest.cpp +++ /dev/null @@ -1,17 +0,0 @@ - -// A tool from the FluCoMa project, funded by the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No 725899) - -#include -#include -#include - -static InterfaceTable *ft; - -PluginLoad(FluidSTFTUGen) -{ - ft = inTable; - using namespace fluid::client; - makeSCWrapper("FluidProviderTest", ft); - makeSCWrapper("FluidSubscriberTest", ft); - -} From bec9a25bcbd2e35c270497a7ee67071cc5ca46a5 Mon Sep 17 00:00:00 2001 From: Ted Moore Date: Tue, 29 Mar 2022 11:38:25 +0100 Subject: [PATCH 08/13] inappropriate error check on FluidBufToKr --- release-packaging/Classes/FluidBufToKr.sc | 3 --- 1 file changed, 3 deletions(-) diff --git a/release-packaging/Classes/FluidBufToKr.sc b/release-packaging/Classes/FluidBufToKr.sc index 84a0cb60..f911298a 100644 --- a/release-packaging/Classes/FluidBufToKr.sc +++ b/release-packaging/Classes/FluidBufToKr.sc @@ -37,9 +37,6 @@ FluidBufToKr { *kr { arg buffer, startFrame = 0, numFrames = -1; - // out of bounds check - if(startFrame < 0,{Error("% startFrame must be >= 0".format(this.class)).throw;}); - if(buffer.isKindOf(Buffer) or: {buffer.isKindOf(LocalBuf)},{ // fix default -1 From 1e13f59570479bbd21bed4584d340943ec54687e Mon Sep 17 00:00:00 2001 From: Ted Moore Date: Tue, 29 Mar 2022 19:03:01 +0100 Subject: [PATCH 09/13] FluidPlotter: Click and Drag to Zoom (#87) --- release-packaging/Classes/FluidPlotter.sc | 123 +++++++++++++++--- .../HelpSource/Classes/FluidPlotter.schelp | 25 +++- 2 files changed, 123 insertions(+), 25 deletions(-) diff --git a/release-packaging/Classes/FluidPlotter.sc b/release-packaging/Classes/FluidPlotter.sc index d1548ba5..f8bd1b83 100644 --- a/release-packaging/Classes/FluidPlotter.sc +++ b/release-packaging/Classes/FluidPlotter.sc @@ -17,7 +17,7 @@ FluidPlotterPoint { } FluidPlotter : FluidViewer { - var Date: Tue, 29 Mar 2022 19:17:09 +0100 Subject: [PATCH 10/13] Add AmpCurve, OnsetCurve, NoveltyCurve + buf versions (#79) * Add AmpCurve, OnsetCurve, NoveltyCurve + buf versions * Classes: Rename Curve -> Feature * cpp plugins: Curve -> Feature * Curve -> Feature in SC / cpp code * Novelty: feature -> algorithm for input algorithm choice * do rest of changes of feature -> algorithm * BufNoveltyFeature needs a shorter internal name --- release-packaging/Classes/FluidAmpFeature.sc | 9 +++ .../Classes/FluidBufAmpFeature.sc | 40 ++++++++++++++ .../Classes/FluidBufNoveltyFeature.sc | 55 +++++++++++++++++++ .../Classes/FluidBufNoveltySlice.sc | 12 ++-- .../Classes/FluidBufOnsetFeature.sc | 49 +++++++++++++++++ .../Classes/FluidNoveltyFeature.sc | 17 ++++++ .../Classes/FluidNoveltySlice.sc | 4 +- .../Classes/FluidOnsetFeature.sc | 11 ++++ src/FluidAmpFeature/CMakeLists.txt | 21 +++++++ src/FluidAmpFeature/FluidAmpFeature.cpp | 22 ++++++++ src/FluidBufAmpFeature/CMakeLists.txt | 21 +++++++ src/FluidBufAmpFeature/FluidBufAmpFeature.cpp | 22 ++++++++ src/FluidBufNoveltyFeature/CMakeLists.txt | 21 +++++++ .../FluidBufNoveltyFeature.cpp | 21 +++++++ src/FluidBufOnsetFeature/CMakeLists.txt | 21 +++++++ .../FluidBufOnsetFeature.cpp | 21 +++++++ src/FluidNoveltyFeature/CMakeLists.txt | 21 +++++++ .../FluidNoveltyFeature.cpp | 21 +++++++ src/FluidOnsetFeature/CMakeLists.txt | 21 +++++++ src/FluidOnsetFeature/FluidOnsetFeature.cpp | 21 +++++++ 20 files changed, 443 insertions(+), 8 deletions(-) create mode 100644 release-packaging/Classes/FluidAmpFeature.sc create mode 100644 release-packaging/Classes/FluidBufAmpFeature.sc create mode 100644 release-packaging/Classes/FluidBufNoveltyFeature.sc create mode 100644 release-packaging/Classes/FluidBufOnsetFeature.sc create mode 100644 release-packaging/Classes/FluidNoveltyFeature.sc create mode 100644 release-packaging/Classes/FluidOnsetFeature.sc create mode 100644 src/FluidAmpFeature/CMakeLists.txt create mode 100644 src/FluidAmpFeature/FluidAmpFeature.cpp create mode 100644 src/FluidBufAmpFeature/CMakeLists.txt create mode 100644 src/FluidBufAmpFeature/FluidBufAmpFeature.cpp create mode 100644 src/FluidBufNoveltyFeature/CMakeLists.txt create mode 100644 src/FluidBufNoveltyFeature/FluidBufNoveltyFeature.cpp create mode 100644 src/FluidBufOnsetFeature/CMakeLists.txt create mode 100644 src/FluidBufOnsetFeature/FluidBufOnsetFeature.cpp create mode 100644 src/FluidNoveltyFeature/CMakeLists.txt create mode 100644 src/FluidNoveltyFeature/FluidNoveltyFeature.cpp create mode 100644 src/FluidOnsetFeature/CMakeLists.txt create mode 100644 src/FluidOnsetFeature/FluidOnsetFeature.cpp diff --git a/release-packaging/Classes/FluidAmpFeature.sc b/release-packaging/Classes/FluidAmpFeature.sc new file mode 100644 index 00000000..003b5803 --- /dev/null +++ b/release-packaging/Classes/FluidAmpFeature.sc @@ -0,0 +1,9 @@ +FluidAmpFeature : FluidRTUGen { + *ar { arg in = 0, fastRampUp = 1, fastRampDown = 1, slowRampUp = 100, slowRampDown = 100, floor = -144, highPassFreq = 85; + + ^this.multiNew('audio', in.asAudioRateInput(this), fastRampUp, fastRampDown, slowRampUp, slowRampDown, floor, highPassFreq) + } + checkInputs { + ^this.checkValidInputs; + } +} diff --git a/release-packaging/Classes/FluidBufAmpFeature.sc b/release-packaging/Classes/FluidBufAmpFeature.sc new file mode 100644 index 00000000..b0b3eaf4 --- /dev/null +++ b/release-packaging/Classes/FluidBufAmpFeature.sc @@ -0,0 +1,40 @@ +FluidBufAmpFeature : FluidBufProcessor { + + *kr { |source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, features, fastRampUp = 1, fastRampDown = 1, slowRampUp = 100, slowRampDown = 100, floor = -144, highPassFreq = 85, trig = 1, blocking = 0| + + source = source.asUGenInput; + features = features.asUGenInput; + + source.isNil.if {"FluidBufAmpFeature: Invalid source buffer".throw}; + features.isNil.if {"FluidBufAmpFeature: Invalid features buffer".throw}; + + ^FluidProxyUgen.kr(\FluidBufAmpFeatureTrigger, -1, source, startFrame, numFrames, startChan, numChans, features, fastRampUp, fastRampDown, slowRampUp, slowRampDown, floor, highPassFreq, trig, blocking); + } + + *process { |server,source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, features, fastRampUp = 1, fastRampDown = 1, slowRampUp = 100, slowRampDown = 100, floor = -144, highPassFreq = 85, freeWhenDone = true, action | + + source = source.asUGenInput; + features = features.asUGenInput; + + source.isNil.if {"FluidBufAmpFeature: Invalid source buffer".throw}; + features.isNil.if {"FluidBufAmpFeature: Invalid features buffer".throw}; + + ^this.new(server, nil, [features]).processList( + [source, startFrame, numFrames, startChan, numChans, features, fastRampUp, fastRampDown, slowRampUp, slowRampDown, floor, highPassFreq,0],freeWhenDone, action + ); + } + + *processBlocking { |server,source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, features, fastRampUp = 1, fastRampDown = 1, slowRampUp = 100, slowRampDown = 100, floor = -144, highPassFreq = 85, freeWhenDone = true, action | + + source = source.asUGenInput; + features = features.asUGenInput; + + source.isNil.if {"FluidBufAmpFeature: Invalid source buffer".throw}; + features.isNil.if {"FluidBufAmpFeature: Invalid features buffer".throw}; + + ^this.new(server, nil, [features]).processList( + [source, startFrame, numFrames, startChan, numChans, features, fastRampUp, fastRampDown, slowRampUp, slowRampDown, floor, highPassFreq,1],freeWhenDone, action + ); + } +} +FluidBufAmpFeatureTrigger : FluidProxyUgen {} diff --git a/release-packaging/Classes/FluidBufNoveltyFeature.sc b/release-packaging/Classes/FluidBufNoveltyFeature.sc new file mode 100644 index 00000000..83b666c4 --- /dev/null +++ b/release-packaging/Classes/FluidBufNoveltyFeature.sc @@ -0,0 +1,55 @@ +FluidBufNoveltyFeature : FluidBufProcessor { + + *objectClassName{ + ^\FluidBufNoveltyF + } + + *kr { |source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, features, algorithm = 0, kernelSize = 3, filterSize = 1, windowSize = 1024, hopSize = -1, fftSize = -1, padding = 1, trig = 1, blocking = 0| + + var maxFFTSize = if (fftSize == -1) {windowSize.nextPowerOfTwo} {fftSize}; + + source = source.asUGenInput; + features = features.asUGenInput; + + source.isNil.if {"FluidBufNoveltyFeature: Invalid source buffer".throw}; + features.isNil.if {"FluidBufNoveltyFeature: Invalid features buffer".throw}; + + ^FluidProxyUgen.kr(\FluidBufNoveltyFeatureTrigger, -1, source, startFrame, numFrames, startChan, numChans, features, padding, algorithm, kernelSize, filterSize, windowSize, hopSize, fftSize, maxFFTSize, kernelSize, filterSize, trig, blocking); + + } + + *process { |server, source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, features, algorithm= 0, kernelSize = 3, filterSize = 1, windowSize = 1024, hopSize = -1, fftSize = -1, padding = 1, freeWhenDone = true, action | + + var maxFFTSize = if (fftSize == -1) {windowSize.nextPowerOfTwo} {fftSize}; + + source = source.asUGenInput; + features = features.asUGenInput; + + source.isNil.if {"FluidBufNoveltyFeature: Invalid source buffer".throw}; + features.isNil.if {"FluidBufNoveltyFeature: Invalid features buffer".throw}; + + ^this.new( + server, nil, [features] + ).processList( + [source, startFrame, numFrames, startChan, numChans, features, padding, algorithm, kernelSize, filterSize, windowSize, hopSize, fftSize, maxFFTSize, kernelSize, filterSize,0],freeWhenDone,action + ); + } + + *processBlocking { |server, source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, features, algorithm= 0, kernelSize = 3, filterSize = 1, windowSize = 1024, hopSize = -1, fftSize = -1, padding = 1, freeWhenDone = true, action | + + var maxFFTSize = if (fftSize == -1) {windowSize.nextPowerOfTwo} {fftSize}; + + source = source.asUGenInput; + features = features.asUGenInput; + + source.isNil.if {"FluidBufNoveltyFeature: Invalid source buffer".throw}; + features.isNil.if {"FluidBufNoveltyFeature: Invalid features buffer".throw}; + + ^this.new( + server, nil, [features] + ).processList( + [source, startFrame, numFrames, startChan, numChans, features, padding, algorithm, kernelSize, filterSize, windowSize, hopSize, fftSize, maxFFTSize, kernelSize, filterSize,1],freeWhenDone,action + ); + } +} +FluidBufNoveltyFeatureTrigger : FluidProxyUgen {} diff --git a/release-packaging/Classes/FluidBufNoveltySlice.sc b/release-packaging/Classes/FluidBufNoveltySlice.sc index b6c5dc9b..c4d36ab4 100644 --- a/release-packaging/Classes/FluidBufNoveltySlice.sc +++ b/release-packaging/Classes/FluidBufNoveltySlice.sc @@ -1,6 +1,6 @@ FluidBufNoveltySlice : FluidBufProcessor { - *kr { |source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, indices, feature = 0, kernelSize = 3, threshold = 0.5, filterSize = 1, minSliceLength = 2, windowSize = 1024, hopSize = -1, fftSize = -1, trig = 1 , blocking = 0| + *kr { |source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, indices, algorithm = 0, kernelSize = 3, threshold = 0.5, filterSize = 1, minSliceLength = 2, windowSize = 1024, hopSize = -1, fftSize = -1, trig = 1 , blocking = 0| var maxFFTSize = if (fftSize == -1) {windowSize.nextPowerOfTwo} {fftSize}; @@ -10,11 +10,11 @@ FluidBufNoveltySlice : FluidBufProcessor { source.isNil.if {"FluidBufNoveltySlice: Invalid source buffer".throw}; indices.isNil.if {"FluidBufNoveltySlice: Invalid features buffer".throw}; - ^FluidProxyUgen.kr(\FluidBufNoveltySliceTrigger, -1, source, startFrame, numFrames, startChan, numChans, indices, feature, kernelSize, threshold, filterSize, minSliceLength, windowSize, hopSize, fftSize, maxFFTSize, kernelSize, filterSize, trig, blocking); + ^FluidProxyUgen.kr(\FluidBufNoveltySliceTrigger, -1, source, startFrame, numFrames, startChan, numChans, indices, algorithm, kernelSize, threshold, filterSize, minSliceLength, windowSize, hopSize, fftSize, maxFFTSize, kernelSize, filterSize, trig, blocking); } - *process { |server, source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, indices, feature = 0, kernelSize = 3, threshold = 0.5, filterSize = 1, minSliceLength = 2, windowSize = 1024, hopSize = -1, fftSize = -1, freeWhenDone = true, action | + *process { |server, source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, indices, algorithm= 0, kernelSize = 3, threshold = 0.5, filterSize = 1, minSliceLength = 2, windowSize = 1024, hopSize = -1, fftSize = -1, freeWhenDone = true, action | var maxFFTSize = if (fftSize == -1) {windowSize.nextPowerOfTwo} {fftSize}; @@ -27,11 +27,11 @@ FluidBufNoveltySlice : FluidBufProcessor { ^this.new( server, nil, [indices] ).processList( - [source, startFrame, numFrames, startChan, numChans, indices, feature, kernelSize, threshold, filterSize, minSliceLength, windowSize, hopSize, fftSize, maxFFTSize, kernelSize, filterSize,0],freeWhenDone,action + [source, startFrame, numFrames, startChan, numChans, indices, algorithm, kernelSize, threshold, filterSize, minSliceLength, windowSize, hopSize, fftSize, maxFFTSize, kernelSize, filterSize,0],freeWhenDone,action ); } - *processBlocking { |server, source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, indices, feature = 0, kernelSize = 3, threshold = 0.5, filterSize = 1, minSliceLength = 2, windowSize = 1024, hopSize = -1, fftSize = -1, freeWhenDone = true, action | + *processBlocking { |server, source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, indices, algorithm= 0, kernelSize = 3, threshold = 0.5, filterSize = 1, minSliceLength = 2, windowSize = 1024, hopSize = -1, fftSize = -1, freeWhenDone = true, action | var maxFFTSize = if (fftSize == -1) {windowSize.nextPowerOfTwo} {fftSize}; @@ -44,7 +44,7 @@ FluidBufNoveltySlice : FluidBufProcessor { ^this.new( server, nil, [indices] ).processList( - [source, startFrame, numFrames, startChan, numChans, indices, feature, kernelSize, threshold, filterSize, minSliceLength, windowSize, hopSize, fftSize, maxFFTSize, kernelSize, filterSize,1],freeWhenDone,action + [source, startFrame, numFrames, startChan, numChans, indices, algorithm, kernelSize, threshold, filterSize, minSliceLength, windowSize, hopSize, fftSize, maxFFTSize, kernelSize, filterSize,1],freeWhenDone,action ); } } diff --git a/release-packaging/Classes/FluidBufOnsetFeature.sc b/release-packaging/Classes/FluidBufOnsetFeature.sc new file mode 100644 index 00000000..6ea08b01 --- /dev/null +++ b/release-packaging/Classes/FluidBufOnsetFeature.sc @@ -0,0 +1,49 @@ +FluidBufOnsetFeature : FluidBufProcessor { + *kr { |source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, features, metric = 0, filterSize = 5, frameDelta = 0, windowSize = 1024, hopSize = -1, fftSize = -1, padding = 1, trig = 1, blocking = 0| + + var maxFFTSize = if (fftSize == -1) {windowSize.nextPowerOfTwo} {fftSize}; + + source = source.asUGenInput; + features = features.asUGenInput; + + source.isNil.if {"FluidBufOnsetFeature: Invalid source buffer".throw}; + features.isNil.if {"FluidBufOnsetFeature: Invalid features buffer".throw}; + + ^FluidProxyUgen.kr(\FluidBufOnsetFeatureTrigger, -1, source, startFrame, numFrames, startChan, numChans, features, padding, metric, filterSize, frameDelta, windowSize, hopSize, fftSize, maxFFTSize, trig, blocking); + } + + *process { |server, source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, features, metric = 0, filterSize = 5, frameDelta = 0, windowSize = 1024, hopSize = -1, fftSize = -1, padding = 1, freeWhenDone = true, action| + + var maxFFTSize = if (fftSize == -1) {windowSize.nextPowerOfTwo} {fftSize}; + + source = source.asUGenInput; + features = features.asUGenInput; + + source.isNil.if {"FluidBufOnsetFeature: Invalid source buffer".throw}; + features.isNil.if {"FluidBufOnsetFeature: Invalid features buffer".throw}; + + ^this.new( + server, nil, [features] + ).processList( + [source, startFrame, numFrames, startChan, numChans, features, padding, metric, filterSize, frameDelta, windowSize, hopSize, fftSize,maxFFTSize,0],freeWhenDone,action + ); + } + + *processBlocking { |server, source, startFrame = 0, numFrames = -1, startChan = 0, numChans = -1, features, metric = 0, filterSize = 5, frameDelta = 0, windowSize = 1024, hopSize = -1, fftSize = -1,padding = 1, freeWhenDone = true, action| + + var maxFFTSize = if (fftSize == -1) {windowSize.nextPowerOfTwo} {fftSize}; + + source = source.asUGenInput; + features = features.asUGenInput; + + source.isNil.if {"FluidBufOnsetFeature: Invalid source buffer".throw}; + features.isNil.if {"FluidBufOnsetFeature: Invalid features buffer".throw}; + + ^this.new( + server, nil, [features] + ).processList( + [source, startFrame, numFrames, startChan, numChans, features, padding, metric, filterSize, frameDelta, windowSize, hopSize, fftSize,maxFFTSize,1],freeWhenDone,action + ); + } +} +FluidBufOnsetFeatureTrigger : FluidProxyUgen {} diff --git a/release-packaging/Classes/FluidNoveltyFeature.sc b/release-packaging/Classes/FluidNoveltyFeature.sc new file mode 100644 index 00000000..ce6a0f48 --- /dev/null +++ b/release-packaging/Classes/FluidNoveltyFeature.sc @@ -0,0 +1,17 @@ +FluidNoveltyFeature : FluidRTUGen { + *kr { arg in = 0, algorithm = 0, kernelSize = 3, filterSize = 1, windowSize = 1024, hopSize = -1, fftSize = -1, maxFFTSize = 16384, maxKernelSize = 101, maxFilterSize = 100; + ^this.multiNew('control', in.asAudioRateInput(this), algorithm, kernelSize, filterSize, windowSize, hopSize, fftSize, maxFFTSize, maxKernelSize, maxFilterSize) + } + checkInputs { + if(inputs.at(6).rate != 'scalar') { + ^(": maxFFTSize cannot be modulated."); + }; + if(inputs.at(7).rate != 'scalar') { + ^(": maxKernelSize cannot be modulated."); + }; + if(inputs.at(8).rate != 'scalar') { + ^(": maxFilterSize cannot be modulated."); + }; + ^this.checkValidInputs; + } +} diff --git a/release-packaging/Classes/FluidNoveltySlice.sc b/release-packaging/Classes/FluidNoveltySlice.sc index d7240179..bdf36c6b 100644 --- a/release-packaging/Classes/FluidNoveltySlice.sc +++ b/release-packaging/Classes/FluidNoveltySlice.sc @@ -1,6 +1,6 @@ FluidNoveltySlice : FluidRTUGen { - *ar { arg in = 0, feature = 0, kernelSize = 3, threshold = 0.8, filterSize = 1, minSliceLength = 2, windowSize = 1024, hopSize = -1, fftSize = -1, maxFFTSize = 16384, maxKernelSize = 101, maxFilterSize = 100; - ^this.multiNew('audio', in.asAudioRateInput(this), feature, kernelSize, threshold, filterSize, minSliceLength, windowSize, hopSize, fftSize, maxFFTSize, maxKernelSize, maxFilterSize) + *ar { arg in = 0, algorithm = 0, kernelSize = 3, threshold = 0.8, filterSize = 1, minSliceLength = 2, windowSize = 1024, hopSize = -1, fftSize = -1, maxFFTSize = 16384, maxKernelSize = 101, maxFilterSize = 100; + ^this.multiNew('audio', in.asAudioRateInput(this), algorithm, kernelSize, threshold, filterSize, minSliceLength, windowSize, hopSize, fftSize, maxFFTSize, maxKernelSize, maxFilterSize) } checkInputs { if(inputs.at(8).rate != 'scalar') { diff --git a/release-packaging/Classes/FluidOnsetFeature.sc b/release-packaging/Classes/FluidOnsetFeature.sc new file mode 100644 index 00000000..9acb0248 --- /dev/null +++ b/release-packaging/Classes/FluidOnsetFeature.sc @@ -0,0 +1,11 @@ +FluidOnsetFeature : FluidRTUGen { + *kr { arg in = 0, metric = 0, filterSize = 5, frameDelta = 0, windowSize = 1024, hopSize = -1, fftSize = -1, maxFFTSize = 16384; + ^this.multiNew('control', in.asAudioRateInput(this), metric, filterSize, frameDelta, windowSize, hopSize, fftSize, maxFFTSize) + } + checkInputs { + if(inputs.at(7).rate != 'scalar') { + ^(": maxFFTSize cannot be modulated."); + }; + ^this.checkValidInputs; + } +} diff --git a/src/FluidAmpFeature/CMakeLists.txt b/src/FluidAmpFeature/CMakeLists.txt new file mode 100644 index 00000000..9646a4ea --- /dev/null +++ b/src/FluidAmpFeature/CMakeLists.txt @@ -0,0 +1,21 @@ +# Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +# Copyright 2017-2019 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). + +cmake_minimum_required(VERSION 3.11) + +get_filename_component(PLUGIN ${CMAKE_CURRENT_LIST_DIR} NAME_WE) +message("Configuring ${PLUGIN}") +set(FILENAME ${PLUGIN}.cpp) + +add_library( + ${PLUGIN} + MODULE + ${FILENAME} +) + +include(${CMAKE_CURRENT_LIST_DIR}/../../scripts/target_post.cmake) diff --git a/src/FluidAmpFeature/FluidAmpFeature.cpp b/src/FluidAmpFeature/FluidAmpFeature.cpp new file mode 100644 index 00000000..1abb2c86 --- /dev/null +++ b/src/FluidAmpFeature/FluidAmpFeature.cpp @@ -0,0 +1,22 @@ +/* +Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +Copyright 2017-2019 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). +*/ + +#include + +#include + +static InterfaceTable *ft; + +PluginLoad(FluidSTFTUGen) +{ + ft = inTable; + using namespace fluid::client; + makeSCWrapper("FluidAmpFeature", ft); +} diff --git a/src/FluidBufAmpFeature/CMakeLists.txt b/src/FluidBufAmpFeature/CMakeLists.txt new file mode 100644 index 00000000..9646a4ea --- /dev/null +++ b/src/FluidBufAmpFeature/CMakeLists.txt @@ -0,0 +1,21 @@ +# Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +# Copyright 2017-2019 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). + +cmake_minimum_required(VERSION 3.11) + +get_filename_component(PLUGIN ${CMAKE_CURRENT_LIST_DIR} NAME_WE) +message("Configuring ${PLUGIN}") +set(FILENAME ${PLUGIN}.cpp) + +add_library( + ${PLUGIN} + MODULE + ${FILENAME} +) + +include(${CMAKE_CURRENT_LIST_DIR}/../../scripts/target_post.cmake) diff --git a/src/FluidBufAmpFeature/FluidBufAmpFeature.cpp b/src/FluidBufAmpFeature/FluidBufAmpFeature.cpp new file mode 100644 index 00000000..2ce6e122 --- /dev/null +++ b/src/FluidBufAmpFeature/FluidBufAmpFeature.cpp @@ -0,0 +1,22 @@ +/* +Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +Copyright 2017-2019 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). +*/ + +#include + +#include + +static InterfaceTable *ft; + +PluginLoad(FluidSTFTUGen) +{ + ft = inTable; + using namespace fluid::client; + makeSCWrapper("FluidBufAmpFeature", ft); +} diff --git a/src/FluidBufNoveltyFeature/CMakeLists.txt b/src/FluidBufNoveltyFeature/CMakeLists.txt new file mode 100644 index 00000000..9646a4ea --- /dev/null +++ b/src/FluidBufNoveltyFeature/CMakeLists.txt @@ -0,0 +1,21 @@ +# Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +# Copyright 2017-2019 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). + +cmake_minimum_required(VERSION 3.11) + +get_filename_component(PLUGIN ${CMAKE_CURRENT_LIST_DIR} NAME_WE) +message("Configuring ${PLUGIN}") +set(FILENAME ${PLUGIN}.cpp) + +add_library( + ${PLUGIN} + MODULE + ${FILENAME} +) + +include(${CMAKE_CURRENT_LIST_DIR}/../../scripts/target_post.cmake) diff --git a/src/FluidBufNoveltyFeature/FluidBufNoveltyFeature.cpp b/src/FluidBufNoveltyFeature/FluidBufNoveltyFeature.cpp new file mode 100644 index 00000000..95314d33 --- /dev/null +++ b/src/FluidBufNoveltyFeature/FluidBufNoveltyFeature.cpp @@ -0,0 +1,21 @@ +/* +Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +Copyright 2017-2019 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). +*/ + +#include + +#include + +static InterfaceTable *ft; + +PluginLoad(OfflineFluidDecompositionUGens) { + ft = inTable; + using namespace fluid::client; + makeSCWrapper("FluidBufNoveltyF", ft); +} diff --git a/src/FluidBufOnsetFeature/CMakeLists.txt b/src/FluidBufOnsetFeature/CMakeLists.txt new file mode 100644 index 00000000..9646a4ea --- /dev/null +++ b/src/FluidBufOnsetFeature/CMakeLists.txt @@ -0,0 +1,21 @@ +# Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +# Copyright 2017-2019 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). + +cmake_minimum_required(VERSION 3.11) + +get_filename_component(PLUGIN ${CMAKE_CURRENT_LIST_DIR} NAME_WE) +message("Configuring ${PLUGIN}") +set(FILENAME ${PLUGIN}.cpp) + +add_library( + ${PLUGIN} + MODULE + ${FILENAME} +) + +include(${CMAKE_CURRENT_LIST_DIR}/../../scripts/target_post.cmake) diff --git a/src/FluidBufOnsetFeature/FluidBufOnsetFeature.cpp b/src/FluidBufOnsetFeature/FluidBufOnsetFeature.cpp new file mode 100644 index 00000000..6d338c3b --- /dev/null +++ b/src/FluidBufOnsetFeature/FluidBufOnsetFeature.cpp @@ -0,0 +1,21 @@ +/* +Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +Copyright 2017-2019 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). +*/ + +#include + +#include + +static InterfaceTable *ft; + +PluginLoad(OfflineFluidDecompositionUGens) { + ft = inTable; + using namespace fluid::client; + makeSCWrapper("FluidBufOnsetFeature", ft); +} diff --git a/src/FluidNoveltyFeature/CMakeLists.txt b/src/FluidNoveltyFeature/CMakeLists.txt new file mode 100644 index 00000000..9646a4ea --- /dev/null +++ b/src/FluidNoveltyFeature/CMakeLists.txt @@ -0,0 +1,21 @@ +# Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +# Copyright 2017-2019 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). + +cmake_minimum_required(VERSION 3.11) + +get_filename_component(PLUGIN ${CMAKE_CURRENT_LIST_DIR} NAME_WE) +message("Configuring ${PLUGIN}") +set(FILENAME ${PLUGIN}.cpp) + +add_library( + ${PLUGIN} + MODULE + ${FILENAME} +) + +include(${CMAKE_CURRENT_LIST_DIR}/../../scripts/target_post.cmake) diff --git a/src/FluidNoveltyFeature/FluidNoveltyFeature.cpp b/src/FluidNoveltyFeature/FluidNoveltyFeature.cpp new file mode 100644 index 00000000..3051b5cd --- /dev/null +++ b/src/FluidNoveltyFeature/FluidNoveltyFeature.cpp @@ -0,0 +1,21 @@ +/* +Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +Copyright 2017-2019 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). +*/ + +#include + +#include + +static InterfaceTable *ft; + +PluginLoad(FluidSTFTUGen) { + ft = inTable; + using namespace fluid::client; + makeSCWrapper("FluidNoveltyFeature", ft); +} diff --git a/src/FluidOnsetFeature/CMakeLists.txt b/src/FluidOnsetFeature/CMakeLists.txt new file mode 100644 index 00000000..9646a4ea --- /dev/null +++ b/src/FluidOnsetFeature/CMakeLists.txt @@ -0,0 +1,21 @@ +# Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +# Copyright 2017-2019 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). + +cmake_minimum_required(VERSION 3.11) + +get_filename_component(PLUGIN ${CMAKE_CURRENT_LIST_DIR} NAME_WE) +message("Configuring ${PLUGIN}") +set(FILENAME ${PLUGIN}.cpp) + +add_library( + ${PLUGIN} + MODULE + ${FILENAME} +) + +include(${CMAKE_CURRENT_LIST_DIR}/../../scripts/target_post.cmake) diff --git a/src/FluidOnsetFeature/FluidOnsetFeature.cpp b/src/FluidOnsetFeature/FluidOnsetFeature.cpp new file mode 100644 index 00000000..e8391519 --- /dev/null +++ b/src/FluidOnsetFeature/FluidOnsetFeature.cpp @@ -0,0 +1,21 @@ +/* +Part of the Fluid Corpus Manipulation Project (http://www.flucoma.org/) +Copyright 2017-2019 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). +*/ + +#include + +#include + +static InterfaceTable *ft; + +PluginLoad(FluidSTFTUGen) { + ft = inTable; + using namespace fluid::client; + makeSCWrapper("FluidOnsetFeature", ft); +} From 82fcc25c402eee16b6e1d4e0e0eaa872a6d43a95 Mon Sep 17 00:00:00 2001 From: James Bradbury Date: Wed, 30 Mar 2022 18:23:33 +0100 Subject: [PATCH 11/13] Correct statement about ctrl/cmd --- release-packaging/HelpSource/Classes/FluidPlotter.schelp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/release-packaging/HelpSource/Classes/FluidPlotter.schelp b/release-packaging/HelpSource/Classes/FluidPlotter.schelp index 2469bc3f..6be72975 100644 --- a/release-packaging/HelpSource/Classes/FluidPlotter.schelp +++ b/release-packaging/HelpSource/Classes/FluidPlotter.schelp @@ -6,7 +6,7 @@ related:: Classes/FluidDataSet, Classes/FluidLabelSet, Classes/FluidKDTree, Clas DESCRIPTION:: FluidPlotter is a viewer for plotting data. -Holding option/alt and clicking and dragging over a section of the plotter will zoom into that space. Hold command/control and click to return to the original x and y ranges. +Holding option/alt and clicking and dragging over a section of the plotter will zoom into that space. Hold control and click to return to the original x and y ranges. CLASSMETHODS:: From 26192b312485ec92d85f3c9dcd7288187fa25bca Mon Sep 17 00:00:00 2001 From: James Bradbury Date: Wed, 30 Mar 2022 18:24:58 +0100 Subject: [PATCH 12/13] Update mousedown key code for plotter reset --- release-packaging/Classes/FluidPlotter.sc | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/release-packaging/Classes/FluidPlotter.sc b/release-packaging/Classes/FluidPlotter.sc index f8bd1b83..9f54d2d9 100644 --- a/release-packaging/Classes/FluidPlotter.sc +++ b/release-packaging/Classes/FluidPlotter.sc @@ -267,7 +267,7 @@ FluidPlotter : FluidViewer { zoomDragStart.y = y; zoomRect = Rect(zoomDragStart.x,zoomDragStart.y,0,0); } - {modifiers == 1048576}{ + {modifiers == 262144}{ this.resetZoom; } { From b7898b6f74c056ae22e5facccae9ff5081b9c61e Mon Sep 17 00:00:00 2001 From: James Bradbury Date: Wed, 30 Mar 2022 18:37:05 +0100 Subject: [PATCH 13/13] update highlight method's argument name --- release-packaging/Classes/FluidPlotter.sc | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/release-packaging/Classes/FluidPlotter.sc b/release-packaging/Classes/FluidPlotter.sc index 9f54d2d9..b6f3e5c9 100644 --- a/release-packaging/Classes/FluidPlotter.sc +++ b/release-packaging/Classes/FluidPlotter.sc @@ -190,13 +190,13 @@ FluidPlotter : FluidViewer { } highlight_ { - arg arr; + arg identifier; - if(arr.isKindOf(String).or(arr.isKindOf(Symbol)),{arr = [arr]}); + if(identifier.isKindOf(String).or(identifier.isKindOf(Symbol)),{identifier = [identifier]}); - highlightIdentifiersArray = arr.collect({arg item; item.asSymbol}); + highlightIdentifiersArray = identifier.collect({arg item; item.asSymbol}); this.refresh; - } + } dictNotProperlyFormatted { "FluidPlotter: The dictionary passed in is not properly formatted.".error;