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<html>
<head>
<meta charvctk_set="UTF-8">
<title>FloWaveNet Demo Page</title>
</head>
<h1>FloWaveNet Demo Page</h1>
<body>
<div>
<h2> Model Comparisons </h2>
<h2></h2>
<table>
<tbody>
<tr>
<td colspan="5"><span> Ground Truth </span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/GT/1.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/GT/2.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/GT/3.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/GT/4.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/GT/5.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td colspan="5"><span> Autoregressive WaveNet (Mixture of Logistics) </span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/MoL/1.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/MoL/2.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/MoL/3.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/MoL/4.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/MoL/5.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td colspan="5"><span> Autoregressive WaveNet (A single Gaussian) </span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/Gaussian/1.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/Gaussian/2.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/Gaussian/3.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/Gaussian/4.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/Gaussian/5.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td colspan="5"><span> Gaussian IAF </span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/IAF/1.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/2.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/3.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/4.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/5.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td colspan="5"><span> FloWaveNet </span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/FWN/1.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/2.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/3.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/4.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/5.wav" type="audio/wav"></audio></td>
</tr>
</tbody>
</table>
</div>
<br> </br>
<div>
<h2> Temperature Effect on Audio Quality Trade-off </h2>
<h3> Sample 1 (T = 0.0 ~ 1.0) </h3>
<img src="images/Temperature.gif" alt="temperature gif" height=400 width=400>
<h3> </h3>
<table>
<thead>
<tr>
<th>T = 0.0</th> <th>T = 0.5</th> <th>T = 0.8</th> <th>T = 1.0</th>
</tr>
</thead>
<tbody>
<tr>
<td colspan="4"><span>Sample 1</span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/FWN/temp/1_0.0.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/temp/1_0.5.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/temp/1_0.8.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/temp/1_1.0.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td colspan="4"><span>Sample 2</span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/FWN/temp/2_0.0.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/temp/2_0.5.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/temp/2_0.8.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/temp/2_1.0.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td colspan="4"><span>Sample 3</span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/FWN/temp/3_0.0.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/temp/3_0.5.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/temp/3_0.8.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/temp/3_1.0.wav" type="audio/wav"></audio></td>
</tr>
</tbody>
</table>
</div>
<br> </br>
<div>
<h2> Analysis of ClariNet Loss Terms</h2>
<h3> Gaussian IAFs (Only KL, KL + Frame, Only Frame) Iterations 50K ~ 500K
</h3>
<table>
<thead>
<tr>
<th> Only KL </th> <th> KL + Frame </th> <th>Only Frame</th>
</tr>
</thead>
<tbody>
<tr>
<td colspan="3"><span> </span></td>
</tr>
<tr>
<td><img src="images/Only%20KL.gif" alt="kl gif" height=400 width=400></td>
<td><img src="images/KL+Frame.gif" alt="kl+frame gif" height=400 width=400></td>
<td><img src="images/Only%20Frame.gif" alt="frame gif" height=400 width=400></td>
</tr>
</tbody>
</table>
<h3></h3>
<table>
<thead>
<tr>
<th>50K</th><th>100K</th><th>200K</th><th>300K</th><th>400K</th><th>500K</th>
</tr>
</thead>
<tbody>
<tr>
<td colspan="6"><span>Only KL </span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/IAF/KL_50K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/KL_100K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/KL_200K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/KL_300K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/KL_400K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/KL_500K.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td colspan="6"><span>KL + Frame </span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/IAF/KL_Frame_50K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/KL_Frame_100K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/KL_Frame_200K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/KL_Frame_300K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/KL_Frame_400K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/KL_Frame_500K.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td colspan="6"><span> Only Frame </span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/IAF/Frame_50K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/Frame_100K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/Frame_200K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/Frame_300K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/Frame_400K.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/IAF/Frame_500K.wav" type="audio/wav"></audio></td>
</tr>
</tbody>
</table>
</div>
<br> </br>
<div>
<h2> Causality of WaveNet Dilated Convolutions </h2>
<h2></h2>
<table>
<tbody>
<tr>
<td colspan="5"><span> FloWaveNet (Non-causal) </span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/FWN/1.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/2.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/3.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/4.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/5.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td colspan="5"><span> FloWaveNet (Causal) </span></td>
</tr>
<tr>
<td><audio controls=""><source src="samples/FWN/1_causal.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/2_causal.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/3_causal.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/4_causal.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="samples/FWN/5_causal.wav" type="audio/wav"></audio></td>
</tr>
</tbody>
</table>
</div>
</body>
</html>