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music_vae.html
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<!-- Copyright 2017 Google Inc. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================-->
<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
<meta name="viewport" content="width=device-width, minimum-scale=1.0, initial-scale=1, user-scalable=yes">
<link rel="stylesheet" href="./style.css">
<title>MusicVAE</title>
</head>
<body>
<h1>MusicVAE</h1>
<p><code><a href="https://g.co/magenta/musicvae">MusicVAE</a></code> implements several configurations of Magenta's variational
autoencoder model, including melody and drum "loop" models, 4- and 16-bar
"trio" models, and chord-conditioned "multi-track" models. In the demos below,
we encode the input <code>NoteSequences</code>, and call <code>sample()</code> to
obtain a new <code>NoteSequence</code> that matches them. Each section uses a
different model checkpoint (melody, drums or trio) to generate the samples.
</p>
<code id="generate-all"></code></p>
<h2>Drums OneHot</h2>
<section>
<h3>Interpolation (3x3 steps) <span id="generate-drums"></span></h3>
<p><b>Input:</b> <code id="drums-inputs"></code></p>
<p><b>Result:</b> <code id="drums-interp"></code></p>
<p><b>It took:</b> <code id="drums-interp-time"></code></p>
<h3>Sampling</h3>
<p><b>It took:</b> <code id="drums-sample-time"></code></p>
<p><b>Samples:</b> <code id="drums-samples"></code></p>
</section>
<h2>Drums NADE</h2>
<section>
<h3>Interpolation(3x3 steps) <span id="generate-drums-nade"></span></h3>
<p><b>Input:</b> <code id="nade-inputs"></code></p>
<p><b>Result:</b> <code id="nade-interp"></code></p>
<p><b>It took:</b> <code id="nade-interp-time"></code></p>
<h3>Sampling</h3>
<p><b>It took:</b> <code id="nade-sample-time"></code></p>
<p><b>Samples:</b> <code id="nade-samples"></code></p>
</section>
<h2>Melody OneHot</h2>
<section>
<h3>Interpolation (5 steps) <span id="generate-melody"></span></h3>
<p><b>Input:</b> <code id="mel-inputs"></code></p>
<p><b>Result:</b> <code id="mel-interp"></code></p>
<p><b>It took:</b> <code id="mel-interp-time"></code></p>
<h3>Sampling</h3>
<p><b>It took:</b> <code id="mel-sample-time"></code></p>
<p><b>Samples:</b> <code id="mel-samples"></code></p>
</section>
<h2>Chord-Conditioned Melody OneHot</h2>
<section>
<h3>Interpolation (5 steps) <span id="generate-melody-chord"></span></h3>
<p><b>Input:</b> <code id="mel-chords-inputs"></code></p>
<p><b>Result:</b> <code id="mel-chords-interp"></code></p>
<p><b>It took:</b> <code id="mel-chords-interp-time"></code></p>
<h3>Sampling</h3>
<p><b>It took:</b> <code id="mel-chords-sample-time"></code></p>
<p><b>Samples:</b> <code id="mel-chords-samples"></code></p>
</section>
<section>
<h2>Melody 16-bar Conductor OneHot</h2>
<h3>Interpolation (5 steps) <span id="generate-melody-16"></span></h3>
<p><b>Input:</b> <code id="mel16-inputs"></code></p>
<p><b>Result:</b> <code id="mel16-interp"></code></p>
<p><b>It took:</b> <code id="mel16-interp-time"></code></p>
<h3>Sampling</h3>
<p><b>It took:</b> <code id="mel16-sample-time"></code></p>
<p><b>Samples:</b> <code id="mel16-samples"></code></p>
</section>
<section>
<h2>Trio 2-bar (flat)</h2>
<h3>Reconstruction <span id="generate-trio-2"></span></h3>
<p><b>Input:</b> <code id="trio2-inputs"></code></p>
<p><b>Result:</b> <code id="trio2-recon"></code></p>
<p><b>It took:</b> <code id="trio2-recon-time"></code></p>
<h3>Sampling</h3>
<p><b>It took:</b> <code id="trio2-sample-time"></code></p>
<p><b>Samples:</b> <code id="trio2-samples"></code></p>
</section>
<section>
<h2>Trio 4-bar (hierarchical)</h2>
<h3>Reconstruction <span id="generate-trio"></span></h3>
<p><b>Input:</b> <code id="trio-inputs"></code></p>
<p><b>Result:</b> <code id="trio-recon"></code></p>
<p><b>It took:</b> <code id="trio-recon-time"></code></p>
<h3>Sampling</h3>
<p><b>It took:</b> <code id="trio-sample-time"></code></p>
<p><b>Samples:</b> <code id="trio-samples"></code></p>
</section>
<section>
<p><b>Total Leaked Memory:</b> <code id="leaked-memory"></code></b></p>
</section>
<script src="music_vae_bundle.js"></script>
</body>
</html>