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<link rel="stylesheet" href="../../../_static/css/theme.css" type="text/css" /> | ||
<link rel="stylesheet" href="../../../_static/css/audeering.css" type="text/css" /> | ||
<link rel="stylesheet" href="../../../_static/copybutton.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].9/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].10/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="../../../_static/katex-math.css" type="text/css" /> | ||
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<link rel="search" title="Search" href="../../../search.html" /> | ||
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@@ -259,7 +259,7 @@ <h1>Source code for audmetric.core.api</h1><div class="highlight"><pre> | |
<span class="n">prediction</span> <span class="o">=</span> <span class="n">prediction</span><span class="p">[</span><span class="n">mask</span><span class="p">]</span> | ||
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<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">prediction</span><span class="p">)</span> <span class="o"><</span> <span class="mi">2</span><span class="p">:</span> | ||
<span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">NaN</span> | ||
<span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span> | ||
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<span class="n">length</span> <span class="o">=</span> <span class="n">prediction</span><span class="o">.</span><span class="n">size</span> | ||
<span class="n">mean_y</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">mean</span><span class="p">(</span><span class="n">truth</span><span class="p">)</span> | ||
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@@ -798,7 +798,7 @@ <h1>Source code for audmetric.core.api</h1><div class="highlight"><pre> | |
<span class="c1"># Global measure using trapz numerical integration</span> | ||
<span class="n">d_sys</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">trapz</span><span class="p">(</span><span class="n">x</span><span class="o">=</span><span class="n">bin_centers</span><span class="p">,</span> <span class="n">y</span><span class="o">=</span><span class="n">d</span> <span class="o">*</span> <span class="n">y1</span><span class="p">)</span> | ||
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<span class="k">return</span> <span class="n">d_sys</span></div> | ||
<span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">d_sys</span><span class="p">)</span></div> | ||
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<div class="viewcode-block" id="mean_absolute_error"><a class="viewcode-back" href="../../../api/audmetric.mean_absolute_error.html#audmetric.mean_absolute_error">[docs]</a><span class="k">def</span> <span class="nf">mean_absolute_error</span><span class="p">(</span> | ||
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@@ -906,7 +906,7 @@ <h1>Source code for audmetric.core.api</h1><div class="highlight"><pre> | |
<span class="n">prediction</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="nb">list</span><span class="p">(</span><span class="n">prediction</span><span class="p">))</span> | ||
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<span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">prediction</span><span class="p">)</span> <span class="o"><</span> <span class="mi">2</span> <span class="ow">or</span> <span class="n">prediction</span><span class="o">.</span><span class="n">std</span><span class="p">()</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> | ||
<span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">NaN</span> | ||
<span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span> | ||
<span class="k">else</span><span class="p">:</span> | ||
<span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">corrcoef</span><span class="p">(</span><span class="n">prediction</span><span class="p">,</span> <span class="n">truth</span><span class="p">)[</span><span class="mi">0</span><span class="p">][</span><span class="mi">1</span><span class="p">])</span></div> | ||
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@@ -1139,7 +1139,7 @@ <h1>Source code for audmetric.core.api</h1><div class="highlight"><pre> | |
<span class="k">if</span> <span class="n">denominator</span> <span class="o">==</span> <span class="mi">0</span><span class="p">:</span> | ||
<span class="k">return</span> <span class="n">np</span><span class="o">.</span><span class="n">nan</span> | ||
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<span class="k">return</span> <span class="n">bias</span> <span class="o">/</span> <span class="n">denominator</span></div> | ||
<span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">bias</span> <span class="o">/</span> <span class="n">denominator</span><span class="p">)</span></div> | ||
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<div class="viewcode-block" id="unweighted_average_fscore"><a class="viewcode-back" href="../../../api/audmetric.unweighted_average_fscore.html#audmetric.unweighted_average_fscore">[docs]</a><span class="k">def</span> <span class="nf">unweighted_average_fscore</span><span class="p">(</span> | ||
|
@@ -1367,7 +1367,7 @@ <h1>Source code for audmetric.core.api</h1><div class="highlight"><pre> | |
<span class="n">wer</span> <span class="o">+=</span> <span class="n">edit_distance</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">p</span><span class="p">)</span> <span class="o">/</span> <span class="n">n</span> | ||
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<span class="n">num_samples</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">truth</span><span class="p">)</span> <span class="k">if</span> <span class="nb">len</span><span class="p">(</span><span class="n">truth</span><span class="p">)</span> <span class="o">></span> <span class="mi">1</span> <span class="k">else</span> <span class="mi">1</span> | ||
<span class="k">return</span> <span class="n">wer</span> <span class="o">/</span> <span class="n">num_samples</span></div> | ||
<span class="k">return</span> <span class="nb">float</span><span class="p">(</span><span class="n">wer</span> <span class="o">/</span> <span class="n">num_samples</span><span class="p">)</span></div> | ||
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<span class="k">def</span> <span class="nf">_matching_scores</span><span class="p">(</span> | ||
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Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/02/28 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/06/18 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
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<link rel="stylesheet" href="../../../_static/css/theme.css" type="text/css" /> | ||
<link rel="stylesheet" href="../../../_static/css/audeering.css" type="text/css" /> | ||
<link rel="stylesheet" href="../../../_static/copybutton.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].9/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].10/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="../../../_static/katex-math.css" type="text/css" /> | ||
<link rel="index" title="Index" href="../../../genindex.html" /> | ||
<link rel="search" title="Search" href="../../../search.html" /> | ||
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<div class="version"> | ||
v1.2.1 | ||
v1.2.2 | ||
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@@ -273,7 +273,7 @@ <h1>Source code for audmetric.core.utils</h1><div class="highlight"><pre> | |
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Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/02/28 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/06/18 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
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<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/css/audeering.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/copybutton.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].9/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].10/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/katex-math.css" type="text/css" /> | ||
<link rel="index" title="Index" href="../genindex.html" /> | ||
<link rel="search" title="Search" href="../search.html" /> | ||
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<div class="version"> | ||
v1.2.1 | ||
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Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/02/28 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/06/18 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
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</p> | ||
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<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/css/audeering.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/copybutton.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].9/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].10/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/katex-math.css" type="text/css" /> | ||
<link rel="index" title="Index" href="../genindex.html" /> | ||
<link rel="search" title="Search" href="../search.html" /> | ||
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<div class="version"> | ||
v1.2.1 | ||
v1.2.2 | ||
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Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/02/28 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/06/18 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
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<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/css/audeering.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/copybutton.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].9/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].10/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/katex-math.css" type="text/css" /> | ||
<link rel="index" title="Index" href="../genindex.html" /> | ||
<link rel="search" title="Search" href="../search.html" /> | ||
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<div class="version"> | ||
v1.2.1 | ||
v1.2.2 | ||
</div> | ||
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Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/02/28 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/06/18 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
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</p> | ||
</div> | ||
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<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/css/audeering.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/copybutton.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].9/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].10/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/katex-math.css" type="text/css" /> | ||
<link rel="index" title="Index" href="../genindex.html" /> | ||
<link rel="search" title="Search" href="../search.html" /> | ||
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<div class="version"> | ||
v1.2.1 | ||
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Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/06/18 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
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</p> | ||
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<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/css/audeering.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/copybutton.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].9/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].10/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/katex-math.css" type="text/css" /> | ||
<link rel="index" title="Index" href="../genindex.html" /> | ||
<link rel="search" title="Search" href="../search.html" /> | ||
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v1.2.1 | ||
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Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/02/28 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/06/18 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
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</p> | ||
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<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/css/audeering.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/copybutton.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].9/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].10/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/katex-math.css" type="text/css" /> | ||
<link rel="index" title="Index" href="../genindex.html" /> | ||
<link rel="search" title="Search" href="../search.html" /> | ||
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<div class="version"> | ||
v1.2.1 | ||
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Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/06/18 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
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<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/css/audeering.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/copybutton.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].9/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].10/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/katex-math.css" type="text/css" /> | ||
<link rel="index" title="Index" href="../genindex.html" /> | ||
<link rel="search" title="Search" href="../search.html" /> | ||
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Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/06/18 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
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<link rel="stylesheet" href="../_static/css/theme.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/css/audeering.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/copybutton.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].9/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/[email protected].10/dist/katex.min.css" type="text/css" /> | ||
<link rel="stylesheet" href="../_static/katex-math.css" type="text/css" /> | ||
<link rel="index" title="Index" href="../genindex.html" /> | ||
<link rel="search" title="Search" href="../search.html" /> | ||
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@@ -67,7 +67,7 @@ | |
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<div class="version"> | ||
v1.2.1 | ||
v1.2.2 | ||
</div> | ||
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@@ -232,7 +232,7 @@ <h1>event_error_rate()<a class="headerlink" href="#event-error-rate" title="Perm | |
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Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/02/28 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
Built with <a href="https://www.sphinx-doc.org/en/master/">Sphinx</a> on 2024/06/18 using the <a href="https://github.com/audeering/sphinx-audeering-theme/">audEERING theme</a> | ||
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</p> | ||
</div> | ||
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