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<h1 id="index">Index</h1>

<div class="genindex-jumpbox">
 <a href="#Symbols"><strong>Symbols</strong></a>
 | <a href="#A"><strong>A</strong></a>
 | <a href="#B"><strong>B</strong></a>
 | <a href="#C"><strong>C</strong></a>
 | <a href="#D"><strong>D</strong></a>
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 | <a href="#W"><strong>W</strong></a>
 
</div>
<h2 id="Symbols">Symbols</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li>
    --batch-size &lt;batch_size&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-b">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-b">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-b">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-b">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-b">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-b">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-b">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --dataset-path &lt;dataset_path&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-d">omnizart-beat-generate-feature command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-d">omnizart-chord-generate-feature command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-d">omnizart-drum-generate-feature command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-d">omnizart-music-generate-feature command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-d">omnizart-patch-cnn-generate-feature command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-d">omnizart-vocal-generate-feature command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-d">omnizart-vocal_contour-generate-feature command line option</a>
</li>
      </ul></li>
      <li>
    --early-stop &lt;early_stop&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-early-stop">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-early-stop">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-early-stop">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-early-stop">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-early-stop">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-early-stop">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-early-stop">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --epochs &lt;epochs&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-e">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-e">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-e">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-e">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-e">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-e">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-e">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --feature-path &lt;feature_path&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-d">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-d">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-d">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-d">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-d">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-d">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-d">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --feature-type &lt;feature_type&gt;

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-f">omnizart-music-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --harmonic

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-h">omnizart-music-generate-feature command line option</a>
</li>
      </ul></li>
      <li>
    --hop-size &lt;hop_size&gt;

      <ul>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-h">omnizart-vocal_contour-generate-feature command line option</a>
</li>
      </ul></li>
      <li>
    --input-model &lt;input_model&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-i">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-i">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-i">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-i">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-i">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-i">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-i">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --label-type &lt;label_type&gt;

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-l">omnizart-music-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --learning-rate-decay &lt;learning_rate_decay&gt;

      <ul>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-learning-rate-decay">omnizart-chord-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --loss-function &lt;loss_function&gt;

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-n">omnizart-music-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --model-name &lt;model_name&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-m">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-m">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-m">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-m">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-m">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-m">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-m">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --model-path &lt;model_path&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-transcribe-m">omnizart-beat-transcribe command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-transcribe-m">omnizart-chord-transcribe command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-transcribe-m">omnizart-drum-transcribe command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-transcribe-m">omnizart-music-transcribe command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-transcribe-m">omnizart-patch-cnn-transcribe command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal-contour-transcribe-m">omnizart-vocal-contour-transcribe command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-transcribe-m">omnizart-vocal-transcribe command line option</a>
</li>
      </ul></li>
      <li>
    --model-type &lt;model_type&gt;

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-y">omnizart-music-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --num-threads &lt;num_threads&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-n">omnizart-beat-generate-feature command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-n">omnizart-chord-generate-feature command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-n">omnizart-drum-generate-feature command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-n">omnizart-music-generate-feature command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-n">omnizart-patch-cnn-generate-feature command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-n">omnizart-vocal-generate-feature command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-n">omnizart-vocal_contour-generate-feature command line option</a>
</li>
      </ul></li>
      <li>
    --output &lt;output&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-transcribe-o">omnizart-beat-transcribe command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-transcribe-o">omnizart-chord-transcribe command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-transcribe-o">omnizart-drum-transcribe command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-transcribe-o">omnizart-music-transcribe command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-transcribe-o">omnizart-patch-cnn-transcribe command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal-contour-transcribe-o">omnizart-vocal-contour-transcribe command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-transcribe-o">omnizart-vocal-transcribe command line option</a>
</li>
      </ul></li>
      <li>
    --output-path &lt;output_path&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-o">omnizart-beat-generate-feature command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-o">omnizart-chord-generate-feature command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-o">omnizart-drum-generate-feature command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-o">omnizart-music-generate-feature command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-o">omnizart-patch-cnn-generate-feature command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-o">omnizart-vocal-generate-feature command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-o">omnizart-vocal_contour-generate-feature command line option</a>
</li>
      </ul></li>
      <li>
    --sampling-rate &lt;sampling_rate&gt;

      <ul>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-s">omnizart-vocal_contour-generate-feature command line option</a>
</li>
      </ul></li>
      <li>
    --steps &lt;steps&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-s">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-s">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-s">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-s">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-s">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-s">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-s">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --timesteps &lt;timesteps&gt;

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-t">omnizart-music-train-model command line option</a>
</li>
      </ul></li>
      <li>
    --val-batch-size &lt;val_batch_size&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-vb">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-vb">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-vb">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-vb">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-vb">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-vb">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-vb">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li>
    --val-steps &lt;val_steps&gt;

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-vs">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-vs">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-vs">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-vs">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-vs">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-vs">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-vs">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -b

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-b">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-b">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-b">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-b">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-b">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-b">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-b">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -d

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-d">omnizart-beat-generate-feature command line option</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-d">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-d">omnizart-chord-generate-feature command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-d">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-d">omnizart-drum-generate-feature command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-d">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-d">omnizart-music-generate-feature command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-d">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-d">omnizart-patch-cnn-generate-feature command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-d">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-d">omnizart-vocal-generate-feature command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-d">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-d">omnizart-vocal_contour-generate-feature command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-d">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -e

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-e">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-e">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-e">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-e">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-e">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-e">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-e">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -f

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-f">omnizart-music-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -h

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-h">omnizart-music-generate-feature command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-h">omnizart-vocal_contour-generate-feature command line option</a>
</li>
      </ul></li>
      <li>
    -i

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-i">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-i">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-i">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-i">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-i">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-i">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-i">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -l

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-l">omnizart-music-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -m

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-m">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-transcribe-m">omnizart-beat-transcribe command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-m">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-transcribe-m">omnizart-chord-transcribe command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-m">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-transcribe-m">omnizart-drum-transcribe command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-m">omnizart-music-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-transcribe-m">omnizart-music-transcribe command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-m">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-transcribe-m">omnizart-patch-cnn-transcribe command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal-contour-transcribe-m">omnizart-vocal-contour-transcribe command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-m">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-transcribe-m">omnizart-vocal-transcribe command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-m">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -n

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-n">omnizart-beat-generate-feature command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-n">omnizart-chord-generate-feature command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-n">omnizart-drum-generate-feature command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-n">omnizart-music-generate-feature command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-n">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-n">omnizart-patch-cnn-generate-feature command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-n">omnizart-vocal-generate-feature command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-n">omnizart-vocal_contour-generate-feature command line option</a>
</li>
      </ul></li>
      <li>
    -o

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-o">omnizart-beat-generate-feature command line option</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-transcribe-o">omnizart-beat-transcribe command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-o">omnizart-chord-generate-feature command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-transcribe-o">omnizart-chord-transcribe command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-o">omnizart-drum-generate-feature command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-transcribe-o">omnizart-drum-transcribe command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-o">omnizart-music-generate-feature command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-transcribe-o">omnizart-music-transcribe command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-o">omnizart-patch-cnn-generate-feature command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-transcribe-o">omnizart-patch-cnn-transcribe command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal-contour-transcribe-o">omnizart-vocal-contour-transcribe command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-o">omnizart-vocal-generate-feature command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-transcribe-o">omnizart-vocal-transcribe command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-o">omnizart-vocal_contour-generate-feature command line option</a>
</li>
      </ul></li>
      <li>
    -s

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-s">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-s">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-s">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-s">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-s">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-s">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-s">omnizart-vocal_contour-generate-feature command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-s">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -t

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-t">omnizart-music-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -vb

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-vb">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-vb">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-vb">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-vb">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-vb">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-vb">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-vb">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -vs

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-vs">omnizart-beat-train-model command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-vs">omnizart-chord-train-model command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-vs">omnizart-drum-train-model command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-vs">omnizart-music-train-model command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-vs">omnizart-patch-cnn-train-model command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-vs">omnizart-vocal-train-model command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-vs">omnizart-vocal_contour-train-model command line option</a>
</li>
      </ul></li>
      <li>
    -y

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-y">omnizart-music-train-model command line option</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="A">A</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="utils.html#omnizart.utils.aggregate_f0_info">aggregate_f0_info() (in module omnizart.utils)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="chord/api.html#omnizart.chord.features.augment_feature">augment_feature() (in module omnizart.chord.features)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="B">B</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="base.html#omnizart.base.BaseDatasetLoader">BaseDatasetLoader (class in omnizart.base)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.BaseLabelExtraction">BaseLabelExtraction (class in omnizart.music.labels)</a>

      <ul>
        <li><a href="vocal/api.html#omnizart.vocal.labels.BaseLabelExtraction">(class in omnizart.vocal.labels)</a>
</li>
      </ul></li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure">BaseStructure (class in omnizart.constants.datasets)</a>
</li>
      <li><a href="base.html#omnizart.base.BaseTranscription">BaseTranscription (class in omnizart.base)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="beat/api.html#omnizart.beat.app.BeatDatasetLoader">BeatDatasetLoader (class in omnizart.beat.app)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.app.BeatTranscription">BeatTranscription (class in omnizart.beat.app)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.BeethovenSonatasStructure">BeethovenSonatasStructure (class in omnizart.constants.datasets)</a>
</li>
      <li><a href="models.html#omnizart.models.chord_model.binary_round">binary_round() (in module omnizart.models.chord_model)</a>
</li>
      <li><a href="models.html#omnizart.models.spectral_norm_net.SpectralNormalization.build">build() (omnizart.models.spectral_norm_net.SpectralNormalization method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="C">C</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="models.html#omnizart.models.chord_model.ChordModel.call">call() (omnizart.models.chord_model.ChordModel method)</a>

      <ul>
        <li><a href="models.html#omnizart.models.chord_model.Decoder.call">(omnizart.models.chord_model.Decoder method)</a>
</li>
        <li><a href="models.html#omnizart.models.chord_model.Encoder.call">(omnizart.models.chord_model.Encoder method)</a>
</li>
        <li><a href="models.html#omnizart.models.chord_model.EncodeSegmentFrequency.call">(omnizart.models.chord_model.EncodeSegmentFrequency method)</a>
</li>
        <li><a href="models.html#omnizart.models.chord_model.EncodeSegmentTime.call">(omnizart.models.chord_model.EncodeSegmentTime method)</a>
</li>
        <li><a href="models.html#omnizart.models.chord_model.FeedForward.call">(omnizart.models.chord_model.FeedForward method)</a>
</li>
        <li><a href="models.html#omnizart.models.pyramid_net.PyramidBlock.call">(omnizart.models.pyramid_net.PyramidBlock method)</a>
</li>
        <li><a href="models.html#omnizart.models.pyramid_net.PyramidNet.call">(omnizart.models.pyramid_net.PyramidNet method)</a>
</li>
        <li><a href="models.html#omnizart.models.pyramid_net.ShakeDrop.call">(omnizart.models.pyramid_net.ShakeDrop method)</a>
</li>
        <li><a href="models.html#omnizart.models.spectral_norm_net.ConvSN2D.call">(omnizart.models.spectral_norm_net.ConvSN2D method)</a>
</li>
        <li><a href="models.html#omnizart.models.spectral_norm_net.SpectralNormalization.call">(omnizart.models.spectral_norm_net.SpectralNormalization method)</a>
</li>
        <li><a href="models.html#omnizart.models.t2t.MultiHeadAttention.call">(omnizart.models.t2t.MultiHeadAttention method)</a>
</li>
        <li><a href="models.html#omnizart.models.u_net.MultiHeadAttention.call">(omnizart.models.u_net.MultiHeadAttention method)</a>
</li>
      </ul></li>
      <li><a href="training.html#omnizart.callbacks.Callback">Callback (class in omnizart.callbacks)</a>
</li>
      <li><a href="utils.html#omnizart.utils.camel_to_snake">camel_to_snake() (in module omnizart.utils)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.cast_like">cast_like() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="feature.html#omnizart.feature.cfp.cfp_filterbank">cfp_filterbank() (in module omnizart.feature.cfp)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="models.html#omnizart.models.chord_model.chord_block_compression">chord_block_compression() (in module omnizart.models.chord_model)</a>
</li>
      <li><a href="models.html#omnizart.models.chord_model.chord_block_decompression">chord_block_decompression() (in module omnizart.models.chord_model)</a>
</li>
      <li><a href="constants.html#omnizart.constants.feature.CHORD_INT_MAPPING">CHORD_INT_MAPPING (in module omnizart.constants.feature)</a>
</li>
      <li><a href="models.html#omnizart.models.chord_model.ChordModel">ChordModel (class in omnizart.models.chord_model)</a>
</li>
      <li><a href="chord/api.html#omnizart.chord.app.ChordTranscription">ChordTranscription (class in omnizart.chord.app)</a>
</li>
      <li><a href="vocal/api.html#omnizart.vocal.labels.CMediaLabelExtraction">CMediaLabelExtraction (class in omnizart.vocal.labels)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.CMediaStructure">CMediaStructure (class in omnizart.constants.datasets)</a>
</li>
      <li><a href="models.html#omnizart.models.spectral_norm_net.cnn_attention">cnn_attention() (in module omnizart.models.spectral_norm_net)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.combine_heads_2d">combine_heads_2d() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.combine_last_two_dimensions">combine_last_two_dimensions() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="chord/api.html#omnizart.chord.features.compute_tonal_centroids">compute_tonal_centroids() (in module omnizart.chord.features)</a>
</li>
      <li><a href="models.html#omnizart.models.u_net.conv_block">conv_block() (in module omnizart.models.u_net)</a>
</li>
      <li><a href="models.html#omnizart.models.spectral_norm_net.conv_sa">conv_sa() (in module omnizart.models.spectral_norm_net)</a>
</li>
      <li><a href="models.html#omnizart.models.spectral_norm_net.ConvSN2D">ConvSN2D (class in omnizart.models.spectral_norm_net)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.prediction.create_batches">create_batches() (in module omnizart.beat.prediction)</a>

      <ul>
        <li><a href="drum/api.html#omnizart.drum.prediction.create_batches">(in module omnizart.drum.prediction)</a>
</li>
        <li><a href="music/api.html#omnizart.music.prediction.create_batches">(in module omnizart.music.prediction)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.prediction.create_batches">(in module omnizart.vocal.prediction)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="D">D</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="models.html#omnizart.models.chord_model.Decoder">Decoder (class in omnizart.models.chord_model)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.dot_product_attention">dot_product_attention() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="models.html#omnizart.models.spectral_norm_net.down_sample">down_sample() (in module omnizart.models.spectral_norm_net)</a>

      <ul>
        <li><a href="music/api.html#omnizart.music.inference.down_sample">(in module omnizart.music.inference)</a>
</li>
      </ul></li>
      <li><a href="utils.html#omnizart.remote.download">download() (in module omnizart.remote)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.download">(omnizart.constants.datasets.BaseStructure class method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="utils.html#omnizart.remote.download_large_file_from_google_drive">download_large_file_from_google_drive() (in module omnizart.remote)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.dropout_with_broadcast_dims">dropout_with_broadcast_dims() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="models.html#omnizart.models.spectral_norm_net.drum_model">drum_model() (in module omnizart.models.spectral_norm_net)</a>
</li>
      <li><a href="drum/api.html#omnizart.drum.app.DrumTranscription">DrumTranscription (class in omnizart.drum.app)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="E">E</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="training.html#omnizart.callbacks.EarlyStopping">EarlyStopping (class in omnizart.callbacks)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.embedding_to_padding">embedding_to_padding() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="models.html#omnizart.models.chord_model.Encoder">Encoder (class in omnizart.models.chord_model)</a>
</li>
      <li><a href="models.html#omnizart.models.chord_model.EncodeSegmentFrequency">EncodeSegmentFrequency (class in omnizart.models.chord_model)</a>
</li>
      <li><a href="models.html#omnizart.models.chord_model.EncodeSegmentTime">EncodeSegmentTime (class in omnizart.models.chord_model)</a>
</li>
      <li><a href="constants.html#omnizart.constants.feature.ENHARMONIC_TABLE">ENHARMONIC_TABLE (in module omnizart.constants.feature)</a>
</li>
      <li><a href="utils.html#omnizart.utils.ensure_path_exists">ensure_path_exists() (in module omnizart.utils)</a>
</li>
      <li><a href="training.html#omnizart.train.execute_callbacks">execute_callbacks() (in module omnizart.train)</a>
</li>
      <li><a href="feature.html#omnizart.feature.beat_for_drum.extract_beat_with_madmom">extract_beat_with_madmom() (in module omnizart.feature.beat_for_drum)</a>
</li>
      <li><a href="feature.html#omnizart.feature.cfp.extract_cfp">extract_cfp() (in module omnizart.feature.cfp)</a>
</li>
      <li><a href="feature.html#omnizart.feature.cqt.extract_cqt">extract_cqt() (in module omnizart.feature.cqt)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.features.extract_feature">extract_feature() (in module omnizart.beat.features)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.features.extract_feature_from_midi">extract_feature_from_midi() (in module omnizart.beat.features)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="chord/api.html#omnizart.chord.features.extract_feature_label">extract_feature_label() (in module omnizart.chord.features)</a>
</li>
      <li><a href="feature.html#omnizart.feature.hcfp.extract_hcfp">extract_hcfp() (in module omnizart.feature.hcfp)</a>
</li>
      <li><a href="drum/api.html#omnizart.drum.labels.extract_label">extract_label() (in module omnizart.drum.labels)</a>

      <ul>
        <li><a href="patch-cnn/api.html#omnizart.patch_cnn.app.extract_label">(in module omnizart.patch_cnn.app)</a>
</li>
        <li><a href="music/api.html#omnizart.music.labels.BaseLabelExtraction.extract_label">(omnizart.music.labels.BaseLabelExtraction class method)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.labels.BaseLabelExtraction.extract_label">(omnizart.vocal.labels.BaseLabelExtraction class method)</a>
</li>
      </ul></li>
      <li><a href="drum/api.html#omnizart.drum.labels.extract_label_13_inst">extract_label_13_inst() (in module omnizart.drum.labels)</a>
</li>
      <li><a href="feature.html#omnizart.feature.beat_for_drum.extract_mini_beat_from_audio_path">extract_mini_beat_from_audio_path() (in module omnizart.feature.beat_for_drum)</a>
</li>
      <li><a href="feature.html#omnizart.feature.beat_for_drum.extract_mini_beat_from_beat_arr">extract_mini_beat_from_beat_arr() (in module omnizart.feature.beat_for_drum)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.features.extract_musicnet_feature">extract_musicnet_feature() (in module omnizart.beat.features)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.features.extract_musicnet_label">extract_musicnet_label() (in module omnizart.beat.features)</a>
</li>
      <li><a href="feature.html#omnizart.feature.cfp.extract_patch_cfp">extract_patch_cfp() (in module omnizart.feature.cfp)</a>
</li>
      <li><a href="feature.html#omnizart.feature.cfp.extract_vocal_cfp">extract_vocal_cfp() (in module omnizart.feature.cfp)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.ExtSuStructure">ExtSuStructure (class in omnizart.constants.datasets)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="F">F</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.feature_file_name">feature_file_name (omnizart.constants.datasets.McGillBillBoard attribute)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.feature_folder">feature_folder (omnizart.constants.datasets.McGillBillBoard attribute)</a>
</li>
      <li><a href="constants.html#omnizart.constants.feature.FEATURE_NAME_TO_NUMBER">FEATURE_NAME_TO_NUMBER (in module omnizart.constants.feature)</a>
</li>
      <li><a href="models.html#omnizart.models.chord_model.FeedForward">FeedForward (class in omnizart.models.chord_model)</a>
</li>
      <li><a href="feature.html#omnizart.feature.hcfp.fetch_harmonic">fetch_harmonic() (in module omnizart.feature.hcfp)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="music/api.html#omnizart.music.inference.find_min_max_stren">find_min_max_stren() (in module omnizart.music.inference)</a>
</li>
      <li><a href="music/api.html#omnizart.music.inference.find_occur">find_occur() (in module omnizart.music.inference)</a>
</li>
      <li><a href="music/api.html#omnizart.music.losses.focal_loss">focal_loss() (in module omnizart.music.losses)</a>, <a href="vocal-contour/api.html#omnizart.music.losses.focal_loss">[1]</a>
</li>
      <li><a href="utils.html#omnizart.remote.format_byte">format_byte() (in module omnizart.remote)</a>
</li>
      <li><a href="training.html#omnizart.train.format_num">format_num() (in module omnizart.train)</a>
</li>
      <li><a href="feature.html#omnizart.feature.cfp.freq_to_log_freq_mapping">freq_to_log_freq_mapping() (in module omnizart.feature.cfp)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="G">G</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="models.html#omnizart.models.t2t.gather_blocks_2d">gather_blocks_2d() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.gather_indices_2d">gather_indices_2d() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="utils.html#omnizart.remote.GDFileAccessLimited">GDFileAccessLimited</a>
</li>
      <li><a href="training.html#omnizart.train.gen_bar_postfix">gen_bar_postfix() (in module omnizart.train)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.app.BeatTranscription.generate_feature">generate_feature() (omnizart.beat.app.BeatTranscription method)</a>

      <ul>
        <li><a href="chord/api.html#omnizart.chord.app.ChordTranscription.generate_feature">(omnizart.chord.app.ChordTranscription method)</a>
</li>
        <li><a href="drum/api.html#omnizart.drum.app.DrumTranscription.generate_feature">(omnizart.drum.app.DrumTranscription method)</a>
</li>
        <li><a href="music/api.html#omnizart.music.app.MusicTranscription.generate_feature">(omnizart.music.app.MusicTranscription method)</a>
</li>
        <li><a href="patch-cnn/api.html#omnizart.patch_cnn.app.PatchCNNTranscription.generate_feature">(omnizart.patch_cnn.app.PatchCNNTranscription method)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.app.VocalTranscription.generate_feature">(omnizart.vocal.app.VocalTranscription method)</a>
</li>
        <li><a href="vocal-contour/api.html#omnizart.vocal_contour.app.VocalContourTranscription.generate_feature">(omnizart.vocal_contour.app.VocalContourTranscription method)</a>
</li>
      </ul></li>
      <li><a href="drum/api.html#omnizart.drum.inference.get_3inst_ary">get_3inst_ary() (in module omnizart.drum.inference)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.LabelType.get_available_modes">get_available_modes() (omnizart.music.labels.LabelType method)</a>
</li>
      <li><a href="models.html#omnizart.models.chord_model.ChordModel.get_config">get_config() (omnizart.models.chord_model.ChordModel method)</a>

      <ul>
        <li><a href="models.html#omnizart.models.chord_model.Decoder.get_config">(omnizart.models.chord_model.Decoder method)</a>
</li>
        <li><a href="models.html#omnizart.models.chord_model.Encoder.get_config">(omnizart.models.chord_model.Encoder method)</a>
</li>
        <li><a href="models.html#omnizart.models.chord_model.EncodeSegmentFrequency.get_config">(omnizart.models.chord_model.EncodeSegmentFrequency method)</a>
</li>
        <li><a href="models.html#omnizart.models.chord_model.EncodeSegmentTime.get_config">(omnizart.models.chord_model.EncodeSegmentTime method)</a>
</li>
        <li><a href="models.html#omnizart.models.chord_model.FeedForward.get_config">(omnizart.models.chord_model.FeedForward method)</a>
</li>
        <li><a href="models.html#omnizart.models.pyramid_net.PyramidBlock.get_config">(omnizart.models.pyramid_net.PyramidBlock method)</a>
</li>
        <li><a href="models.html#omnizart.models.pyramid_net.PyramidNet.get_config">(omnizart.models.pyramid_net.PyramidNet method)</a>
</li>
        <li><a href="models.html#omnizart.models.pyramid_net.ShakeDrop.get_config">(omnizart.models.pyramid_net.ShakeDrop method)</a>
</li>
        <li><a href="models.html#omnizart.models.spectral_norm_net.ConvSN2D.get_config">(omnizart.models.spectral_norm_net.ConvSN2D method)</a>
</li>
        <li><a href="models.html#omnizart.models.t2t.MultiHeadAttention.get_config">(omnizart.models.t2t.MultiHeadAttention method)</a>
</li>
        <li><a href="models.html#omnizart.models.u_net.MultiHeadAttention.get_config">(omnizart.models.u_net.MultiHeadAttention method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="music/api.html#omnizart.music.labels.LabelType.get_conversion_func">get_conversion_func() (omnizart.music.labels.LabelType method)</a>
</li>
      <li><a href="utils.html#omnizart.utils.get_filename">get_filename() (in module omnizart.utils)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.LabelType.get_frame">get_frame() (omnizart.music.labels.LabelType method)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.LabelType.get_frame_onset">get_frame_onset() (omnizart.music.labels.LabelType method)</a>
</li>
      <li><a href="utils.html#omnizart.utils.get_logger">get_logger() (in module omnizart.utils)</a>
</li>
      <li><a href="base.html#omnizart.base.BaseTranscription.get_model">get_model() (omnizart.base.BaseTranscription method)</a>

      <ul>
        <li><a href="chord/api.html#omnizart.chord.app.ChordTranscription.get_model">(omnizart.chord.app.ChordTranscription method)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.app.VocalTranscription.get_model">(omnizart.vocal.app.VocalTranscription method)</a>
</li>
      </ul></li>
      <li><a href="music/api.html#omnizart.music.labels.LabelType.get_out_classes">get_out_classes() (omnizart.music.labels.LabelType method)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.get_test_data_pair">get_test_data_pair() (omnizart.constants.datasets.BaseStructure class method)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.get_test_labels">get_test_labels() (omnizart.constants.datasets.BaseStructure class method)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.get_test_labels">(omnizart.constants.datasets.McGillBillBoard class method)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.get_test_labels">(omnizart.constants.datasets.MedleyDBStructure class method)</a>
</li>
      </ul></li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.get_test_wavs">get_test_wavs() (omnizart.constants.datasets.BaseStructure class method)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.get_test_wavs">(omnizart.constants.datasets.McGillBillBoard class method)</a>
</li>
      </ul></li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.get_train_data_pair">get_train_data_pair() (omnizart.constants.datasets.BaseStructure class method)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.get_train_labels">get_train_labels() (omnizart.constants.datasets.BaseStructure class method)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.get_train_labels">(omnizart.constants.datasets.McGillBillBoard class method)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.get_train_labels">(omnizart.constants.datasets.MedleyDBStructure class method)</a>
</li>
      </ul></li>
      <li><a href="training.html#omnizart.train.get_train_val_feat_file_list">get_train_val_feat_file_list() (in module omnizart.train)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.get_train_wavs">get_train_wavs() (omnizart.constants.datasets.BaseStructure class method)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.get_train_wavs">(omnizart.constants.datasets.McGillBillBoard class method)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="I">I</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.ignore_ids">ignore_ids (omnizart.constants.datasets.McGillBillBoard attribute)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.index_file_path">index_file_path (omnizart.constants.datasets.McGillBillBoard attribute)</a>
</li>
      <li><a href="vocal/api.html#omnizart.vocal.inference.infer_interval">infer_interval() (in module omnizart.vocal.inference)</a>
</li>
      <li><a href="vocal/api.html#omnizart.vocal.inference.infer_interval_original">infer_interval_original() (in module omnizart.vocal.inference)</a>
</li>
      <li><a href="vocal/api.html#omnizart.vocal.inference.infer_midi">infer_midi() (in module omnizart.vocal.inference)</a>
</li>
      <li><a href="music/api.html#omnizart.music.inference.infer_piece">infer_piece() (in module omnizart.music.inference)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.inference.inference">inference() (in module omnizart.beat.inference)</a>

      <ul>
        <li><a href="chord/api.html#omnizart.chord.inference.inference">(in module omnizart.chord.inference)</a>
</li>
        <li><a href="drum/api.html#omnizart.drum.inference.inference">(in module omnizart.drum.inference)</a>
</li>
        <li><a href="patch-cnn/api.html#omnizart.patch_cnn.inference.inference">(in module omnizart.patch_cnn.inference)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li>
    INPUT_AUDIO

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-transcribe-arg-INPUT_AUDIO">omnizart-beat-transcribe command line option</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-transcribe-arg-INPUT_AUDIO">omnizart-chord-transcribe command line option</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-transcribe-arg-INPUT_AUDIO">omnizart-drum-transcribe command line option</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-transcribe-arg-INPUT_AUDIO">omnizart-music-transcribe command line option</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-transcribe-arg-INPUT_AUDIO">omnizart-patch-cnn-transcribe command line option</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal-contour-transcribe-arg-INPUT_AUDIO">omnizart-vocal-contour-transcribe command line option</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-transcribe-arg-INPUT_AUDIO">omnizart-vocal-transcribe command line option</a>
</li>
      </ul></li>
      <li><a href="music/api.html#omnizart.music.inference.interpolation">interpolation() (in module omnizart.music.inference)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="J">J</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="utils.html#omnizart.utils.json_serializable">json_serializable() (in module omnizart.utils)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="L">L</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="base.html#omnizart.base.Label">Label (class in omnizart.base)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.label_conversion">label_conversion() (in module omnizart.music.labels)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.label_ext">label_ext (omnizart.constants.datasets.BaseStructure attribute)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.CMediaStructure.label_ext">(omnizart.constants.datasets.CMediaStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.ExtSuStructure.label_ext">(omnizart.constants.datasets.ExtSuStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MaestroStructure.label_ext">(omnizart.constants.datasets.MaestroStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MapsStructure.label_ext">(omnizart.constants.datasets.MapsStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.label_ext">(omnizart.constants.datasets.MedleyDBStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MIR1KStructure.label_ext">(omnizart.constants.datasets.MIR1KStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MusicNetStructure.label_ext">(omnizart.constants.datasets.MusicNetStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.PopStructure.label_ext">(omnizart.constants.datasets.PopStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.TonasStructure.label_ext">(omnizart.constants.datasets.TonasStructure attribute)</a>
</li>
      </ul></li>
      <li><a href="constants.html#omnizart.constants.datasets.TonasStructure.label_f0_ext">label_f0_ext (omnizart.constants.datasets.TonasStructure attribute)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.label_file_name">label_file_name (omnizart.constants.datasets.McGillBillBoard attribute)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.label_folder">label_folder (omnizart.constants.datasets.McGillBillBoard attribute)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.label_postfix">label_postfix (omnizart.constants.datasets.MedleyDBStructure attribute)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.LabelType">LabelType (class in omnizart.music.labels)</a>
</li>
      <li><a href="utils.html#omnizart.utils.LazyLoader">LazyLoader (class in omnizart.utils)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="chord/api.html#omnizart.chord.features.load_feature">load_feature() (in module omnizart.chord.features)</a>
</li>
      <li><a href="chord/api.html#omnizart.chord.features.load_label">load_label() (in module omnizart.chord.features)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.load_label">(omnizart.constants.datasets.BaseStructure class method)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.CMediaStructure.load_label">(omnizart.constants.datasets.CMediaStructure class method)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MapsStructure.load_label">(omnizart.constants.datasets.MapsStructure class method)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.load_label">(omnizart.constants.datasets.MedleyDBStructure class method)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MIR1KStructure.load_label">(omnizart.constants.datasets.MIR1KStructure class method)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MusicNetStructure.load_label">(omnizart.constants.datasets.MusicNetStructure class method)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.TonasStructure.load_label">(omnizart.constants.datasets.TonasStructure class method)</a>
</li>
        <li><a href="music/api.html#omnizart.music.labels.BaseLabelExtraction.load_label">(omnizart.music.labels.BaseLabelExtraction class method)</a>
</li>
        <li><a href="music/api.html#omnizart.music.labels.MaestroLabelExtraction.load_label">(omnizart.music.labels.MaestroLabelExtraction class method)</a>
</li>
        <li><a href="music/api.html#omnizart.music.labels.MapsLabelExtraction.load_label">(omnizart.music.labels.MapsLabelExtraction class method)</a>
</li>
        <li><a href="music/api.html#omnizart.music.labels.MusicNetLabelExtraction.load_label">(omnizart.music.labels.MusicNetLabelExtraction class method)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.labels.BaseLabelExtraction.load_label">(omnizart.vocal.labels.BaseLabelExtraction class method)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.labels.CMediaLabelExtraction.load_label">(omnizart.vocal.labels.CMediaLabelExtraction class method)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.labels.MIR1KlabelExtraction.load_label">(omnizart.vocal.labels.MIR1KlabelExtraction class method)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.labels.TonasLabelExtraction.load_label">(omnizart.vocal.labels.TonasLabelExtraction class method)</a>
</li>
      </ul></li>
      <li><a href="models.html#omnizart.models.t2t.local_attention_2d">local_attention_2d() (in module omnizart.models.t2t)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="M">M</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="feature.html#omnizart.feature.beat_for_drum.MadmomBeatTracking">MadmomBeatTracking (class in omnizart.feature.beat_for_drum)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.MaestroLabelExtraction">MaestroLabelExtraction (class in omnizart.music.labels)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.MaestroStructure">MaestroStructure (class in omnizart.constants.datasets)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.MapsLabelExtraction">MapsLabelExtraction (class in omnizart.music.labels)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.MapsStructure">MapsStructure (class in omnizart.constants.datasets)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.maybe_upcast">maybe_upcast() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard">McGillBillBoard (class in omnizart.constants.datasets)</a>
</li>
      <li><a href="chord/api.html#omnizart.chord.app.McGillDatasetLoader">McGillDatasetLoader (class in omnizart.chord.app)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure">MedleyDBStructure (class in omnizart.constants.datasets)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.prediction.merge_batches">merge_batches() (in module omnizart.beat.prediction)</a>

      <ul>
        <li><a href="drum/api.html#omnizart.drum.prediction.merge_batches">(in module omnizart.drum.prediction)</a>
</li>
        <li><a href="music/api.html#omnizart.music.prediction.merge_batches">(in module omnizart.music.prediction)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.prediction.merge_batches">(in module omnizart.vocal.prediction)</a>
</li>
      </ul></li>
      <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.meta_file_postfix">meta_file_postfix (omnizart.constants.datasets.MedleyDBStructure attribute)</a>
</li>
      <li><a href="constants.html#omnizart.constants.midi.MIDI_PROGRAM_NAME_MAPPING">MIDI_PROGRAM_NAME_MAPPING (in module omnizart.constants.midi)</a>
</li>
      <li><a href="vocal/api.html#omnizart.vocal.labels.MIR1KlabelExtraction">MIR1KlabelExtraction (class in omnizart.vocal.labels)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.MIR1KStructure">MIR1KStructure (class in omnizart.constants.datasets)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.mixed_precision_is_enabled">mixed_precision_is_enabled() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="training.html#omnizart.callbacks.ModelCheckpoint">ModelCheckpoint (class in omnizart.callbacks)</a>
</li>
      <li>
    module

      <ul>
        <li><a href="base.html#module-omnizart.base">omnizart.base</a>
</li>
        <li><a href="beat/api.html#module-omnizart.beat">omnizart.beat</a>
</li>
        <li><a href="beat/api.html#module-omnizart.beat.features">omnizart.beat.features</a>
</li>
        <li><a href="beat/api.html#module-omnizart.beat.inference">omnizart.beat.inference</a>
</li>
        <li><a href="beat/api.html#module-omnizart.beat.prediction">omnizart.beat.prediction</a>
</li>
        <li><a href="training.html#module-omnizart.callbacks">omnizart.callbacks</a>
</li>
        <li><a href="chord/api.html#module-omnizart.chord">omnizart.chord</a>
</li>
        <li><a href="chord/api.html#module-omnizart.chord.features">omnizart.chord.features</a>
</li>
        <li><a href="chord/api.html#module-omnizart.chord.inference">omnizart.chord.inference</a>
</li>
        <li><a href="constants.html#module-omnizart.constants">omnizart.constants</a>
</li>
        <li><a href="constants.html#module-omnizart.constants.datasets">omnizart.constants.datasets</a>
</li>
        <li><a href="constants.html#module-omnizart.constants.feature">omnizart.constants.feature</a>
</li>
        <li><a href="constants.html#module-omnizart.constants.midi">omnizart.constants.midi</a>
</li>
        <li><a href="drum/api.html#module-omnizart.drum">omnizart.drum</a>
</li>
        <li><a href="drum/api.html#module-omnizart.drum.inference">omnizart.drum.inference</a>
</li>
        <li><a href="drum/api.html#module-omnizart.drum.labels">omnizart.drum.labels</a>
</li>
        <li><a href="drum/api.html#module-omnizart.drum.prediction">omnizart.drum.prediction</a>
</li>
        <li><a href="feature.html#module-omnizart.feature">omnizart.feature</a>
</li>
        <li><a href="feature.html#module-omnizart.feature.beat_for_drum">omnizart.feature.beat_for_drum</a>
</li>
        <li><a href="feature.html#module-omnizart.feature.cfp">omnizart.feature.cfp</a>
</li>
        <li><a href="feature.html#module-omnizart.feature.cqt">omnizart.feature.cqt</a>
</li>
        <li><a href="feature.html#module-omnizart.feature.hcfp">omnizart.feature.hcfp</a>
</li>
        <li><a href="models.html#module-omnizart.models">omnizart.models</a>
</li>
        <li><a href="models.html#module-omnizart.models.chord_model">omnizart.models.chord_model</a>
</li>
        <li><a href="models.html#module-omnizart.models.pyramid_net">omnizart.models.pyramid_net</a>
</li>
        <li><a href="models.html#module-omnizart.models.spectral_norm_net">omnizart.models.spectral_norm_net</a>
</li>
        <li><a href="models.html#module-omnizart.models.t2t">omnizart.models.t2t</a>
</li>
        <li><a href="models.html#module-omnizart.models.u_net">omnizart.models.u_net</a>
</li>
        <li><a href="models.html#module-omnizart.models.utils">omnizart.models.utils</a>
</li>
        <li><a href="music/api.html#module-omnizart.music">omnizart.music</a>
</li>
        <li><a href="music/api.html#module-omnizart.music.inference">omnizart.music.inference</a>
</li>
        <li><a href="music/api.html#module-omnizart.music.labels">omnizart.music.labels</a>
</li>
        <li><a href="music/api.html#module-omnizart.music.losses">omnizart.music.losses</a>, <a href="vocal-contour/api.html#module-omnizart.music.losses">[1]</a>
</li>
        <li><a href="music/api.html#module-omnizart.music.prediction">omnizart.music.prediction</a>
</li>
        <li><a href="patch-cnn/api.html#module-omnizart.patch_cnn">omnizart.patch_cnn</a>
</li>
        <li><a href="patch-cnn/api.html#module-omnizart.patch_cnn.inference">omnizart.patch_cnn.inference</a>
</li>
        <li><a href="utils.html#module-omnizart.remote">omnizart.remote</a>
</li>
        <li><a href="training.html#module-omnizart.train">omnizart.train</a>
</li>
        <li><a href="utils.html#module-omnizart.utils">omnizart.utils</a>
</li>
        <li><a href="vocal/api.html#module-omnizart.vocal">omnizart.vocal</a>
</li>
        <li><a href="vocal/api.html#module-omnizart.vocal.inference">omnizart.vocal.inference</a>
</li>
        <li><a href="vocal/api.html#module-omnizart.vocal.labels">omnizart.vocal.labels</a>
</li>
        <li><a href="vocal/api.html#module-omnizart.vocal.prediction">omnizart.vocal.prediction</a>
</li>
        <li><a href="vocal-contour/api.html#module-omnizart.vocal_contour">omnizart.vocal_contour</a>
</li>
        <li><a href="vocal-contour/api.html#module-omnizart.vocal_contour.app">omnizart.vocal_contour.app</a>
</li>
        <li><a href="vocal-contour/api.html#module-omnizart.vocal_contour.inference">omnizart.vocal_contour.inference</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="music/api.html#omnizart.music.labels.LabelType.multi_inst_frm">multi_inst_frm() (omnizart.music.labels.LabelType method)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.LabelType.multi_inst_note">multi_inst_note() (omnizart.music.labels.LabelType method)</a>
</li>
      <li><a href="music/api.html#omnizart.music.inference.multi_inst_note_inference">multi_inst_note_inference() (in module omnizart.music.inference)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.LabelType.multi_pop_note">multi_pop_note() (omnizart.music.labels.LabelType method)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.MultiHeadAttention">MultiHeadAttention (class in omnizart.models.t2t)</a>

      <ul>
        <li><a href="models.html#omnizart.models.u_net.MultiHeadAttention">(class in omnizart.models.u_net)</a>
</li>
      </ul></li>
      <li><a href="music/api.html#omnizart.music.app.MusicDatasetLoader">MusicDatasetLoader (class in omnizart.music.app)</a>
</li>
      <li><a href="constants.html#omnizart.constants.midi.MUSICNET_INSTRUMENT_PROGRAMS">MUSICNET_INSTRUMENT_PROGRAMS (in module omnizart.constants.midi)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.MusicNetLabelExtraction">MusicNetLabelExtraction (class in omnizart.music.labels)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.MusicNetStructure">MusicNetStructure (class in omnizart.constants.datasets)</a>
</li>
      <li><a href="music/api.html#omnizart.music.app.MusicTranscription">MusicTranscription (class in omnizart.music.app)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="N">N</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="music/api.html#omnizart.music.labels.BaseLabelExtraction.name_transform">name_transform() (omnizart.music.labels.BaseLabelExtraction class method)</a>

      <ul>
        <li><a href="music/api.html#omnizart.music.labels.PopLabelExtraction.name_transform">(omnizart.music.labels.PopLabelExtraction class method)</a>
</li>
      </ul></li>
      <li><a href="feature.html#omnizart.feature.cfp.nonlinear_func">nonlinear_func() (in module omnizart.feature.cfp)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="music/api.html#omnizart.music.inference.norm_onset_dura">norm_onset_dura() (in module omnizart.music.inference)</a>
</li>
      <li><a href="music/api.html#omnizart.music.inference.norm_split_onset_dura">norm_split_onset_dura() (in module omnizart.music.inference)</a>
</li>
      <li><a href="constants.html#omnizart.constants.feature.NOTE_PRIORITY_ARRAY">NOTE_PRIORITY_ARRAY (in module omnizart.constants.feature)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="O">O</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li>
    omnizart-beat-generate-feature command line option

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-d">--dataset-path &lt;dataset_path&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-n">--num-threads &lt;num_threads&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-o">--output-path &lt;output_path&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-d">-d</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-n">-n</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-generate-feature-o">-o</a>
</li>
      </ul></li>
      <li>
    omnizart-beat-train-model command line option

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-b">--batch-size &lt;batch_size&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-early-stop">--early-stop &lt;early_stop&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-e">--epochs &lt;epochs&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-d">--feature-path &lt;feature_path&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-i">--input-model &lt;input_model&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-m">--model-name &lt;model_name&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-s">--steps &lt;steps&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-vb">--val-batch-size &lt;val_batch_size&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-vs">--val-steps &lt;val_steps&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-b">-b</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-d">-d</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-e">-e</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-i">-i</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-m">-m</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-s">-s</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-vb">-vb</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-train-model-vs">-vs</a>
</li>
      </ul></li>
      <li>
    omnizart-beat-transcribe command line option

      <ul>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-transcribe-m">--model-path &lt;model_path&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-transcribe-o">--output &lt;output&gt;</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-transcribe-m">-m</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-transcribe-o">-o</a>
</li>
        <li><a href="beat/cli.html#cmdoption-omnizart-beat-transcribe-arg-INPUT_AUDIO">INPUT_AUDIO</a>
</li>
      </ul></li>
      <li>
    omnizart-chord-generate-feature command line option

      <ul>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-d">--dataset-path &lt;dataset_path&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-n">--num-threads &lt;num_threads&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-o">--output-path &lt;output_path&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-d">-d</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-n">-n</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-generate-feature-o">-o</a>
</li>
      </ul></li>
      <li>
    omnizart-chord-train-model command line option

      <ul>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-b">--batch-size &lt;batch_size&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-early-stop">--early-stop &lt;early_stop&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-e">--epochs &lt;epochs&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-d">--feature-path &lt;feature_path&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-i">--input-model &lt;input_model&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-learning-rate-decay">--learning-rate-decay &lt;learning_rate_decay&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-m">--model-name &lt;model_name&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-s">--steps &lt;steps&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-vb">--val-batch-size &lt;val_batch_size&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-vs">--val-steps &lt;val_steps&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-b">-b</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-d">-d</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-e">-e</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-i">-i</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-m">-m</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-s">-s</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-vb">-vb</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-train-model-vs">-vs</a>
</li>
      </ul></li>
      <li>
    omnizart-chord-transcribe command line option

      <ul>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-transcribe-m">--model-path &lt;model_path&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-transcribe-o">--output &lt;output&gt;</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-transcribe-m">-m</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-transcribe-o">-o</a>
</li>
        <li><a href="chord/cli.html#cmdoption-omnizart-chord-transcribe-arg-INPUT_AUDIO">INPUT_AUDIO</a>
</li>
      </ul></li>
      <li>
    omnizart-drum-generate-feature command line option

      <ul>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-d">--dataset-path &lt;dataset_path&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-n">--num-threads &lt;num_threads&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-o">--output-path &lt;output_path&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-d">-d</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-n">-n</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-generate-feature-o">-o</a>
</li>
      </ul></li>
      <li>
    omnizart-drum-train-model command line option

      <ul>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-b">--batch-size &lt;batch_size&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-early-stop">--early-stop &lt;early_stop&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-e">--epochs &lt;epochs&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-d">--feature-path &lt;feature_path&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-i">--input-model &lt;input_model&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-m">--model-name &lt;model_name&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-s">--steps &lt;steps&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-vb">--val-batch-size &lt;val_batch_size&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-vs">--val-steps &lt;val_steps&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-b">-b</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-d">-d</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-e">-e</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-i">-i</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-m">-m</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-s">-s</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-vb">-vb</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-train-model-vs">-vs</a>
</li>
      </ul></li>
      <li>
    omnizart-drum-transcribe command line option

      <ul>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-transcribe-m">--model-path &lt;model_path&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-transcribe-o">--output &lt;output&gt;</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-transcribe-m">-m</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-transcribe-o">-o</a>
</li>
        <li><a href="drum/cli.html#cmdoption-omnizart-drum-transcribe-arg-INPUT_AUDIO">INPUT_AUDIO</a>
</li>
      </ul></li>
      <li>
    omnizart-music-generate-feature command line option

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-d">--dataset-path &lt;dataset_path&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-h">--harmonic</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-n">--num-threads &lt;num_threads&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-o">--output-path &lt;output_path&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-d">-d</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-h">-h</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-n">-n</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-generate-feature-o">-o</a>
</li>
      </ul></li>
      <li>
    omnizart-music-train-model command line option

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-b">--batch-size &lt;batch_size&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-early-stop">--early-stop &lt;early_stop&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-e">--epochs &lt;epochs&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-d">--feature-path &lt;feature_path&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-f">--feature-type &lt;feature_type&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-i">--input-model &lt;input_model&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-l">--label-type &lt;label_type&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-n">--loss-function &lt;loss_function&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-m">--model-name &lt;model_name&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-y">--model-type &lt;model_type&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-s">--steps &lt;steps&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-t">--timesteps &lt;timesteps&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-vb">--val-batch-size &lt;val_batch_size&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-vs">--val-steps &lt;val_steps&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-b">-b</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-d">-d</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-e">-e</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-f">-f</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-i">-i</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-l">-l</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-m">-m</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-n">-n</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-s">-s</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-t">-t</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-vb">-vb</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-vs">-vs</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-train-model-y">-y</a>
</li>
      </ul></li>
      <li>
    omnizart-music-transcribe command line option

      <ul>
        <li><a href="music/cli.html#cmdoption-omnizart-music-transcribe-m">--model-path &lt;model_path&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-transcribe-o">--output &lt;output&gt;</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-transcribe-m">-m</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-transcribe-o">-o</a>
</li>
        <li><a href="music/cli.html#cmdoption-omnizart-music-transcribe-arg-INPUT_AUDIO">INPUT_AUDIO</a>
</li>
      </ul></li>
      <li>
    omnizart-patch-cnn-generate-feature command line option

      <ul>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-d">--dataset-path &lt;dataset_path&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-n">--num-threads &lt;num_threads&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-o">--output-path &lt;output_path&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-d">-d</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-n">-n</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-generate-feature-o">-o</a>
</li>
      </ul></li>
      <li>
    omnizart-patch-cnn-train-model command line option

      <ul>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-b">--batch-size &lt;batch_size&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-early-stop">--early-stop &lt;early_stop&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-e">--epochs &lt;epochs&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-d">--feature-path &lt;feature_path&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-i">--input-model &lt;input_model&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-m">--model-name &lt;model_name&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-s">--steps &lt;steps&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-vb">--val-batch-size &lt;val_batch_size&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-vs">--val-steps &lt;val_steps&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-b">-b</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-d">-d</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-e">-e</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-i">-i</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-m">-m</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-s">-s</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-vb">-vb</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-train-model-vs">-vs</a>
</li>
      </ul></li>
      <li>
    omnizart-patch-cnn-transcribe command line option

      <ul>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-transcribe-m">--model-path &lt;model_path&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-transcribe-o">--output &lt;output&gt;</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-transcribe-m">-m</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-transcribe-o">-o</a>
</li>
        <li><a href="patch-cnn/cli.html#cmdoption-omnizart-patch-cnn-transcribe-arg-INPUT_AUDIO">INPUT_AUDIO</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li>
    omnizart-vocal-contour-transcribe command line option

      <ul>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal-contour-transcribe-m">--model-path &lt;model_path&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal-contour-transcribe-o">--output &lt;output&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal-contour-transcribe-m">-m</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal-contour-transcribe-o">-o</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal-contour-transcribe-arg-INPUT_AUDIO">INPUT_AUDIO</a>
</li>
      </ul></li>
      <li>
    omnizart-vocal-generate-feature command line option

      <ul>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-d">--dataset-path &lt;dataset_path&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-n">--num-threads &lt;num_threads&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-o">--output-path &lt;output_path&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-d">-d</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-n">-n</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-generate-feature-o">-o</a>
</li>
      </ul></li>
      <li>
    omnizart-vocal-train-model command line option

      <ul>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-b">--batch-size &lt;batch_size&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-early-stop">--early-stop &lt;early_stop&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-e">--epochs &lt;epochs&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-d">--feature-path &lt;feature_path&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-i">--input-model &lt;input_model&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-m">--model-name &lt;model_name&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-s">--steps &lt;steps&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-vb">--val-batch-size &lt;val_batch_size&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-vs">--val-steps &lt;val_steps&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-b">-b</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-d">-d</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-e">-e</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-i">-i</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-m">-m</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-s">-s</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-vb">-vb</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-train-model-vs">-vs</a>
</li>
      </ul></li>
      <li>
    omnizart-vocal-transcribe command line option

      <ul>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-transcribe-m">--model-path &lt;model_path&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-transcribe-o">--output &lt;output&gt;</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-transcribe-m">-m</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-transcribe-o">-o</a>
</li>
        <li><a href="vocal/cli.html#cmdoption-omnizart-vocal-transcribe-arg-INPUT_AUDIO">INPUT_AUDIO</a>
</li>
      </ul></li>
      <li>
    omnizart-vocal_contour-generate-feature command line option

      <ul>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-d">--dataset-path &lt;dataset_path&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-h">--hop-size &lt;hop_size&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-n">--num-threads &lt;num_threads&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-o">--output-path &lt;output_path&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-s">--sampling-rate &lt;sampling_rate&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-d">-d</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-h">-h</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-n">-n</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-o">-o</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-generate-feature-s">-s</a>
</li>
      </ul></li>
      <li>
    omnizart-vocal_contour-train-model command line option

      <ul>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-b">--batch-size &lt;batch_size&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-early-stop">--early-stop &lt;early_stop&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-e">--epochs &lt;epochs&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-d">--feature-path &lt;feature_path&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-i">--input-model &lt;input_model&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-m">--model-name &lt;model_name&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-s">--steps &lt;steps&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-vb">--val-batch-size &lt;val_batch_size&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-vs">--val-steps &lt;val_steps&gt;</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-b">-b</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-d">-d</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-e">-e</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-i">-i</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-m">-m</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-s">-s</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-vb">-vb</a>
</li>
        <li><a href="vocal-contour/cli.html#cmdoption-omnizart-vocal_contour-train-model-vs">-vs</a>
</li>
      </ul></li>
      <li>
    omnizart.base

      <ul>
        <li><a href="base.html#module-omnizart.base">module</a>
</li>
      </ul></li>
      <li>
    omnizart.beat

      <ul>
        <li><a href="beat/api.html#module-omnizart.beat">module</a>
</li>
      </ul></li>
      <li>
    omnizart.beat.features

      <ul>
        <li><a href="beat/api.html#module-omnizart.beat.features">module</a>
</li>
      </ul></li>
      <li>
    omnizart.beat.inference

      <ul>
        <li><a href="beat/api.html#module-omnizart.beat.inference">module</a>
</li>
      </ul></li>
      <li>
    omnizart.beat.prediction

      <ul>
        <li><a href="beat/api.html#module-omnizart.beat.prediction">module</a>
</li>
      </ul></li>
      <li>
    omnizart.callbacks

      <ul>
        <li><a href="training.html#module-omnizart.callbacks">module</a>
</li>
      </ul></li>
      <li>
    omnizart.chord

      <ul>
        <li><a href="chord/api.html#module-omnizart.chord">module</a>
</li>
      </ul></li>
      <li>
    omnizart.chord.features

      <ul>
        <li><a href="chord/api.html#module-omnizart.chord.features">module</a>
</li>
      </ul></li>
      <li>
    omnizart.chord.inference

      <ul>
        <li><a href="chord/api.html#module-omnizart.chord.inference">module</a>
</li>
      </ul></li>
      <li>
    omnizart.constants

      <ul>
        <li><a href="constants.html#module-omnizart.constants">module</a>
</li>
      </ul></li>
      <li>
    omnizart.constants.datasets

      <ul>
        <li><a href="constants.html#module-omnizart.constants.datasets">module</a>
</li>
      </ul></li>
      <li>
    omnizart.constants.feature

      <ul>
        <li><a href="constants.html#module-omnizart.constants.feature">module</a>
</li>
      </ul></li>
      <li>
    omnizart.constants.midi

      <ul>
        <li><a href="constants.html#module-omnizart.constants.midi">module</a>
</li>
      </ul></li>
      <li>
    omnizart.drum

      <ul>
        <li><a href="drum/api.html#module-omnizart.drum">module</a>
</li>
      </ul></li>
      <li>
    omnizart.drum.inference

      <ul>
        <li><a href="drum/api.html#module-omnizart.drum.inference">module</a>
</li>
      </ul></li>
      <li>
    omnizart.drum.labels

      <ul>
        <li><a href="drum/api.html#module-omnizart.drum.labels">module</a>
</li>
      </ul></li>
      <li>
    omnizart.drum.prediction

      <ul>
        <li><a href="drum/api.html#module-omnizart.drum.prediction">module</a>
</li>
      </ul></li>
      <li>
    omnizart.feature

      <ul>
        <li><a href="feature.html#module-omnizart.feature">module</a>
</li>
      </ul></li>
      <li>
    omnizart.feature.beat_for_drum

      <ul>
        <li><a href="feature.html#module-omnizart.feature.beat_for_drum">module</a>
</li>
      </ul></li>
      <li>
    omnizart.feature.cfp

      <ul>
        <li><a href="feature.html#module-omnizart.feature.cfp">module</a>
</li>
      </ul></li>
      <li>
    omnizart.feature.cqt

      <ul>
        <li><a href="feature.html#module-omnizart.feature.cqt">module</a>
</li>
      </ul></li>
      <li>
    omnizart.feature.hcfp

      <ul>
        <li><a href="feature.html#module-omnizart.feature.hcfp">module</a>
</li>
      </ul></li>
      <li>
    omnizart.models

      <ul>
        <li><a href="models.html#module-omnizart.models">module</a>
</li>
      </ul></li>
      <li>
    omnizart.models.chord_model

      <ul>
        <li><a href="models.html#module-omnizart.models.chord_model">module</a>
</li>
      </ul></li>
      <li>
    omnizart.models.pyramid_net

      <ul>
        <li><a href="models.html#module-omnizart.models.pyramid_net">module</a>
</li>
      </ul></li>
      <li>
    omnizart.models.spectral_norm_net

      <ul>
        <li><a href="models.html#module-omnizart.models.spectral_norm_net">module</a>
</li>
      </ul></li>
      <li>
    omnizart.models.t2t

      <ul>
        <li><a href="models.html#module-omnizart.models.t2t">module</a>
</li>
      </ul></li>
      <li>
    omnizart.models.u_net

      <ul>
        <li><a href="models.html#module-omnizart.models.u_net">module</a>
</li>
      </ul></li>
      <li>
    omnizart.models.utils

      <ul>
        <li><a href="models.html#module-omnizart.models.utils">module</a>
</li>
      </ul></li>
      <li>
    omnizart.music

      <ul>
        <li><a href="music/api.html#module-omnizart.music">module</a>
</li>
      </ul></li>
      <li>
    omnizart.music.inference

      <ul>
        <li><a href="music/api.html#module-omnizart.music.inference">module</a>
</li>
      </ul></li>
      <li>
    omnizart.music.labels

      <ul>
        <li><a href="music/api.html#module-omnizart.music.labels">module</a>
</li>
      </ul></li>
      <li>
    omnizart.music.losses

      <ul>
        <li><a href="music/api.html#module-omnizart.music.losses">module</a>, <a href="vocal-contour/api.html#module-omnizart.music.losses">[1]</a>
</li>
      </ul></li>
      <li>
    omnizart.music.prediction

      <ul>
        <li><a href="music/api.html#module-omnizart.music.prediction">module</a>
</li>
      </ul></li>
      <li>
    omnizart.patch_cnn

      <ul>
        <li><a href="patch-cnn/api.html#module-omnizart.patch_cnn">module</a>
</li>
      </ul></li>
      <li>
    omnizart.patch_cnn.inference

      <ul>
        <li><a href="patch-cnn/api.html#module-omnizart.patch_cnn.inference">module</a>
</li>
      </ul></li>
      <li>
    omnizart.remote

      <ul>
        <li><a href="utils.html#module-omnizart.remote">module</a>
</li>
      </ul></li>
      <li>
    omnizart.train

      <ul>
        <li><a href="training.html#module-omnizart.train">module</a>
</li>
      </ul></li>
      <li>
    omnizart.utils

      <ul>
        <li><a href="utils.html#module-omnizart.utils">module</a>
</li>
      </ul></li>
      <li>
    omnizart.vocal

      <ul>
        <li><a href="vocal/api.html#module-omnizart.vocal">module</a>
</li>
      </ul></li>
      <li>
    omnizart.vocal.inference

      <ul>
        <li><a href="vocal/api.html#module-omnizart.vocal.inference">module</a>
</li>
      </ul></li>
      <li>
    omnizart.vocal.labels

      <ul>
        <li><a href="vocal/api.html#module-omnizart.vocal.labels">module</a>
</li>
      </ul></li>
      <li>
    omnizart.vocal.prediction

      <ul>
        <li><a href="vocal/api.html#module-omnizart.vocal.prediction">module</a>
</li>
      </ul></li>
      <li>
    omnizart.vocal_contour

      <ul>
        <li><a href="vocal-contour/api.html#module-omnizart.vocal_contour">module</a>
</li>
      </ul></li>
      <li>
    omnizart.vocal_contour.app

      <ul>
        <li><a href="vocal-contour/api.html#module-omnizart.vocal_contour.app">module</a>
</li>
      </ul></li>
      <li>
    omnizart.vocal_contour.inference

      <ul>
        <li><a href="vocal-contour/api.html#module-omnizart.vocal_contour.inference">module</a>
</li>
      </ul></li>
      <li><a href="models.html#omnizart.models.chord_model.ReduceSlope.on_epoch_end">on_epoch_end() (omnizart.models.chord_model.ReduceSlope method)</a>
</li>
      <li><a href="training.html#omnizart.callbacks.TFModelCheckpoint.on_train_end">on_train_end() (omnizart.callbacks.TFModelCheckpoint method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="P">P</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="models.html#omnizart.models.t2t.pad_to_multiple_2d">pad_to_multiple_2d() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="feature.html#omnizart.feature.cfp.parallel_extract">parallel_extract() (in module omnizart.feature.cfp)</a>
</li>
      <li><a href="utils.html#omnizart.utils.parallel_generator">parallel_generator() (in module omnizart.utils)</a>
</li>
      <li><a href="patch-cnn/api.html#omnizart.patch_cnn.app.PatchCNNDatasetLoader">PatchCNNDatasetLoader (class in omnizart.patch_cnn.app)</a>
</li>
      <li><a href="patch-cnn/api.html#omnizart.patch_cnn.app.PatchCNNTranscription">PatchCNNTranscription (class in omnizart.patch_cnn.app)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.MIR1KStructure.percent_train">percent_train (omnizart.constants.datasets.MIR1KStructure attribute)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.pitch_annotation_folder">pitch_annotation_folder (omnizart.constants.datasets.MedleyDBStructure attribute)</a>
</li>
      <li><a href="constants.html#omnizart.constants.midi.POP_INSTRUMENT_PROGRAMES">POP_INSTRUMENT_PROGRAMES (in module omnizart.constants.midi)</a>
</li>
      <li><a href="drum/api.html#omnizart.drum.app.PopDatasetLoader">PopDatasetLoader (class in omnizart.drum.app)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.PopLabelExtraction">PopLabelExtraction (class in omnizart.music.labels)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.PopStructure">PopStructure (class in omnizart.constants.datasets)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="models.html#omnizart.models.t2t.positional_encoding">positional_encoding() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="feature.html#omnizart.feature.cqt.post_process_cqt">post_process_cqt() (in module omnizart.feature.cqt)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.prediction.predict">predict() (in module omnizart.beat.prediction)</a>

      <ul>
        <li><a href="drum/api.html#omnizart.drum.prediction.predict">(in module omnizart.drum.prediction)</a>
</li>
        <li><a href="music/api.html#omnizart.music.prediction.predict">(in module omnizart.music.prediction)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.prediction.predict">(in module omnizart.vocal.prediction)</a>
</li>
      </ul></li>
      <li><a href="music/api.html#omnizart.music.prediction.predict_old">predict_old() (in module omnizart.music.prediction)</a>
</li>
      <li><a href="feature.html#omnizart.feature.beat_for_drum.MadmomBeatTracking.process">process() (omnizart.feature.beat_for_drum.MadmomBeatTracking method)</a>

      <ul>
        <li><a href="music/api.html#omnizart.music.labels.BaseLabelExtraction.process">(omnizart.music.labels.BaseLabelExtraction class method)</a>
</li>
      </ul></li>
      <li><a href="training.html#omnizart.train.PROGRESS_BAR_FORMAT">PROGRESS_BAR_FORMAT (in module omnizart.train)</a>
</li>
      <li><a href="models.html#omnizart.models.pyramid_net.PyramidBlock">PyramidBlock (class in omnizart.models.pyramid_net)</a>
</li>
      <li><a href="models.html#omnizart.models.pyramid_net.PyramidNet">PyramidNet (class in omnizart.models.pyramid_net)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="Q">Q</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="feature.html#omnizart.feature.cfp.quef_to_log_freq_mapping">quef_to_log_freq_mapping() (in module omnizart.feature.cfp)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="R">R</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="models.html#omnizart.models.chord_model.ReduceSlope">ReduceSlope (class in omnizart.models.chord_model)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.relative_positional_encoding">relative_positional_encoding() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="chord/api.html#omnizart.chord.features.reshape_feature">reshape_feature() (in module omnizart.chord.features)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.reshape_range">reshape_range() (in module omnizart.models.t2t)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="models.html#omnizart.models.spectral_norm_net.residual_block">residual_block() (in module omnizart.models.spectral_norm_net)</a>
</li>
      <li><a href="utils.html#omnizart.utils.resolve_dataset_type">resolve_dataset_type() (in module omnizart.utils)</a>
</li>
      <li><a href="models.html#omnizart.models.spectral_norm_net.SpectralNormalization.restore_weights">restore_weights() (omnizart.models.spectral_norm_net.SpectralNormalization method)</a>
</li>
      <li><a href="music/api.html#omnizart.music.inference.roll_down_sample">roll_down_sample() (in module omnizart.music.inference)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="S">S</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="models.html#omnizart.models.t2t.scatter_blocks_2d">scatter_blocks_2d() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="chord/api.html#omnizart.chord.features.segment_feature">segment_feature() (in module omnizart.chord.features)</a>
</li>
      <li><a href="models.html#omnizart.models.u_net.semantic_segmentation">semantic_segmentation() (in module omnizart.models.u_net)</a>
</li>
      <li><a href="models.html#omnizart.models.u_net.semantic_segmentation_attn">semantic_segmentation_attn() (in module omnizart.models.u_net)</a>
</li>
      <li><a href="models.html#omnizart.models.pyramid_net.ShakeDrop">ShakeDrop (class in omnizart.models.pyramid_net)</a>
</li>
      <li><a href="models.html#omnizart.models.utils.shape_list">shape_list() (in module omnizart.models.utils)</a>
</li>
      <li><a href="chord/api.html#omnizart.chord.features.shift_chord">shift_chord() (in module omnizart.chord.features)</a>
</li>
      <li><a href="chord/api.html#omnizart.chord.features.shift_chromagram">shift_chromagram() (in module omnizart.chord.features)</a>
</li>
      <li><a href="utils.html#omnizart.remote.SIZE_MAPPING">SIZE_MAPPING (in module omnizart.remote)</a>
</li>
      <li><a href="music/api.html#omnizart.music.losses.smooth_loss">smooth_loss() (in module omnizart.music.losses)</a>, <a href="vocal-contour/api.html#omnizart.music.losses.smooth_loss">[1]</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="utils.html#omnizart.utils.snake_to_camel">snake_to_camel() (in module omnizart.utils)</a>
</li>
      <li><a href="constants.html#omnizart.constants.midi.SOUNDFONT_PATH">SOUNDFONT_PATH (in module omnizart.constants.midi)</a>
</li>
      <li><a href="feature.html#omnizart.feature.cfp.spectral_flux">spectral_flux() (in module omnizart.feature.cfp)</a>
</li>
      <li><a href="models.html#omnizart.models.spectral_norm_net.SpectralNormalization">SpectralNormalization (class in omnizart.models.spectral_norm_net)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.split_heads_2d">split_heads_2d() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="models.html#omnizart.models.t2t.split_last_dimension">split_last_dimension() (in module omnizart.models.t2t)</a>
</li>
      <li><a href="models.html#omnizart.models.chord_model.ChordModel.step_in_slope">step_in_slope() (omnizart.models.chord_model.ChordModel method)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.prediction.STEP_SIZE_RATIO">STEP_SIZE_RATIO (in module omnizart.beat.prediction)</a>
</li>
      <li><a href="feature.html#omnizart.feature.cfp.STFT">STFT() (in module omnizart.feature.cfp)</a>
</li>
      <li><a href="music/api.html#omnizart.music.labels.SuLabelExtraction">SuLabelExtraction (class in omnizart.music.labels)</a>
</li>
      <li><a href="utils.html#omnizart.utils.synth_midi">synth_midi() (in module omnizart.utils)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="T">T</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.test_labels">test_labels (omnizart.constants.datasets.BaseStructure attribute)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.CMediaStructure.test_labels">(omnizart.constants.datasets.CMediaStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.ExtSuStructure.test_labels">(omnizart.constants.datasets.ExtSuStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MaestroStructure.test_labels">(omnizart.constants.datasets.MaestroStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MapsStructure.test_labels">(omnizart.constants.datasets.MapsStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.test_labels">(omnizart.constants.datasets.MedleyDBStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MIR1KStructure.test_labels">(omnizart.constants.datasets.MIR1KStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MusicNetStructure.test_labels">(omnizart.constants.datasets.MusicNetStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.PopStructure.test_labels">(omnizart.constants.datasets.PopStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.TonasStructure.test_labels">(omnizart.constants.datasets.TonasStructure attribute)</a>
</li>
      </ul></li>
      <li><a href="models.html#omnizart.models.chord_model.ChordModel.test_step">test_step() (omnizart.models.chord_model.ChordModel method)</a>

      <ul>
        <li><a href="models.html#omnizart.models.pyramid_net.PyramidNet.test_step">(omnizart.models.pyramid_net.PyramidNet method)</a>
</li>
      </ul></li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.test_wavs">test_wavs (omnizart.constants.datasets.BaseStructure attribute)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.CMediaStructure.test_wavs">(omnizart.constants.datasets.CMediaStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.ExtSuStructure.test_wavs">(omnizart.constants.datasets.ExtSuStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MaestroStructure.test_wavs">(omnizart.constants.datasets.MaestroStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MapsStructure.test_wavs">(omnizart.constants.datasets.MapsStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.test_wavs">(omnizart.constants.datasets.MedleyDBStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MIR1KStructure.test_wavs">(omnizart.constants.datasets.MIR1KStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MusicNetStructure.test_wavs">(omnizart.constants.datasets.MusicNetStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.PopStructure.test_wavs">(omnizart.constants.datasets.PopStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.TonasStructure.test_wavs">(omnizart.constants.datasets.TonasStructure attribute)</a>
</li>
      </ul></li>
      <li><a href="training.html#omnizart.callbacks.TFModelCheckpoint">TFModelCheckpoint (class in omnizart.callbacks)</a>
</li>
      <li><a href="music/api.html#omnizart.music.inference.threshold_type_converter">threshold_type_converter() (in module omnizart.music.inference)</a>
</li>
      <li><a href="music/api.html#omnizart.music.inference.to_midi">to_midi() (in module omnizart.music.inference)</a>
</li>
      <li><a href="vocal/api.html#omnizart.vocal.labels.TonasLabelExtraction">TonasLabelExtraction (class in omnizart.vocal.labels)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.TonasStructure">TonasStructure (class in omnizart.constants.datasets)</a>
</li>
      <li><a href="beat/api.html#omnizart.beat.app.BeatTranscription.train">train() (omnizart.beat.app.BeatTranscription method)</a>

      <ul>
        <li><a href="chord/api.html#omnizart.chord.app.ChordTranscription.train">(omnizart.chord.app.ChordTranscription method)</a>
</li>
        <li><a href="drum/api.html#omnizart.drum.app.DrumTranscription.train">(omnizart.drum.app.DrumTranscription method)</a>
</li>
        <li><a href="music/api.html#omnizart.music.app.MusicTranscription.train">(omnizart.music.app.MusicTranscription method)</a>
</li>
        <li><a href="patch-cnn/api.html#omnizart.patch_cnn.app.PatchCNNTranscription.train">(omnizart.patch_cnn.app.PatchCNNTranscription method)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.app.VocalTranscription.train">(omnizart.vocal.app.VocalTranscription method)</a>
</li>
        <li><a href="vocal-contour/api.html#omnizart.vocal_contour.app.VocalContourTranscription.train">(omnizart.vocal_contour.app.VocalContourTranscription method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="training.html#omnizart.train.train_epochs">train_epochs() (in module omnizart.train)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.train_labels">train_labels (omnizart.constants.datasets.BaseStructure attribute)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.CMediaStructure.train_labels">(omnizart.constants.datasets.CMediaStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.ExtSuStructure.train_labels">(omnizart.constants.datasets.ExtSuStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MaestroStructure.train_labels">(omnizart.constants.datasets.MaestroStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MapsStructure.train_labels">(omnizart.constants.datasets.MapsStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.train_labels">(omnizart.constants.datasets.MedleyDBStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MIR1KStructure.train_labels">(omnizart.constants.datasets.MIR1KStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MusicNetStructure.train_labels">(omnizart.constants.datasets.MusicNetStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.PopStructure.train_labels">(omnizart.constants.datasets.PopStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.TonasStructure.train_labels">(omnizart.constants.datasets.TonasStructure attribute)</a>
</li>
      </ul></li>
      <li><a href="models.html#omnizart.models.chord_model.ChordModel.train_step">train_step() (omnizart.models.chord_model.ChordModel method)</a>

      <ul>
        <li><a href="models.html#omnizart.models.pyramid_net.PyramidNet.train_step">(omnizart.models.pyramid_net.PyramidNet method)</a>
</li>
      </ul></li>
      <li><a href="training.html#omnizart.train.train_steps">train_steps() (in module omnizart.train)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.train_test_split_id">train_test_split_id (omnizart.constants.datasets.McGillBillBoard attribute)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.train_wavs">train_wavs (omnizart.constants.datasets.BaseStructure attribute)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.CMediaStructure.train_wavs">(omnizart.constants.datasets.CMediaStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.ExtSuStructure.train_wavs">(omnizart.constants.datasets.ExtSuStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MaestroStructure.train_wavs">(omnizart.constants.datasets.MaestroStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MapsStructure.train_wavs">(omnizart.constants.datasets.MapsStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.train_wavs">(omnizart.constants.datasets.MedleyDBStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MIR1KStructure.train_wavs">(omnizart.constants.datasets.MIR1KStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MusicNetStructure.train_wavs">(omnizart.constants.datasets.MusicNetStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.PopStructure.train_wavs">(omnizart.constants.datasets.PopStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.TonasStructure.train_wavs">(omnizart.constants.datasets.TonasStructure attribute)</a>
</li>
      </ul></li>
      <li><a href="beat/api.html#omnizart.beat.app.BeatTranscription.transcribe">transcribe() (omnizart.beat.app.BeatTranscription method)</a>

      <ul>
        <li><a href="chord/api.html#omnizart.chord.app.ChordTranscription.transcribe">(omnizart.chord.app.ChordTranscription method)</a>
</li>
        <li><a href="drum/api.html#omnizart.drum.app.DrumTranscription.transcribe">(omnizart.drum.app.DrumTranscription method)</a>
</li>
        <li><a href="music/api.html#omnizart.music.app.MusicTranscription.transcribe">(omnizart.music.app.MusicTranscription method)</a>
</li>
        <li><a href="patch-cnn/api.html#omnizart.patch_cnn.app.PatchCNNTranscription.transcribe">(omnizart.patch_cnn.app.PatchCNNTranscription method)</a>
</li>
        <li><a href="vocal/api.html#omnizart.vocal.app.VocalTranscription.transcribe">(omnizart.vocal.app.VocalTranscription method)</a>
</li>
        <li><a href="vocal-contour/api.html#omnizart.vocal_contour.app.VocalContourTranscription.transcribe">(omnizart.vocal_contour.app.VocalContourTranscription method)</a>
</li>
      </ul></li>
      <li><a href="models.html#omnizart.models.u_net.transpose_conv_block">transpose_conv_block() (in module omnizart.models.u_net)</a>
</li>
      <li><a href="models.html#omnizart.models.spectral_norm_net.transpose_residual_block">transpose_residual_block() (in module omnizart.models.spectral_norm_net)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="U">U</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="models.html#omnizart.models.spectral_norm_net.SpectralNormalization.update_weights">update_weights() (omnizart.models.spectral_norm_net.SpectralNormalization method)</a>
</li>
      <li><a href="constants.html#omnizart.constants.datasets.BaseStructure.url">url (omnizart.constants.datasets.BaseStructure attribute)</a>

      <ul>
        <li><a href="constants.html#omnizart.constants.datasets.BeethovenSonatasStructure.url">(omnizart.constants.datasets.BeethovenSonatasStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.CMediaStructure.url">(omnizart.constants.datasets.CMediaStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.ExtSuStructure.url">(omnizart.constants.datasets.ExtSuStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MaestroStructure.url">(omnizart.constants.datasets.MaestroStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.McGillBillBoard.url">(omnizart.constants.datasets.McGillBillBoard attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MIR1KStructure.url">(omnizart.constants.datasets.MIR1KStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.MusicNetStructure.url">(omnizart.constants.datasets.MusicNetStructure attribute)</a>
</li>
        <li><a href="constants.html#omnizart.constants.datasets.TonasStructure.url">(omnizart.constants.datasets.TonasStructure attribute)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="V">V</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="vocal-contour/api.html#omnizart.vocal_contour.app.VocalContourDatasetLoader">VocalContourDatasetLoader (class in omnizart.vocal_contour.app)</a>
</li>
      <li><a href="vocal-contour/api.html#omnizart.vocal_contour.app.VocalContourTranscription">VocalContourTranscription (class in omnizart.vocal_contour.app)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="vocal/api.html#omnizart.vocal.app.VocalDatasetLoader">VocalDatasetLoader (class in omnizart.vocal.app)</a>
</li>
      <li><a href="vocal/api.html#omnizart.vocal.app.VocalTranscription">VocalTranscription (class in omnizart.vocal.app)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="W">W</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="constants.html#omnizart.constants.datasets.MedleyDBStructure.wav_postfix">wav_postfix (omnizart.constants.datasets.MedleyDBStructure attribute)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="beat/api.html#omnizart.beat.app.weighted_binary_crossentropy">weighted_binary_crossentropy() (in module omnizart.beat.app)</a>
</li>
      <li><a href="chord/api.html#omnizart.chord.inference.write_csv">write_csv() (in module omnizart.chord.inference)</a>
</li>
  </ul></td>
</tr></table>


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