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<!DOCTYPE HTML>
<html lang="en">
<head>
<title>SPARC</title>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" href="static/style.css">
<link rel="stylesheet" href="https://use.typekit.net/ugi7azv.css">
</head>
<body>
<div id="title-sec">
<h1 id="title">Coding Speech through Vocal Tract Kinematics</h1>
<h2 id="subtitle">
Audio Samples
</h2>
</div>
<div id="resynth-sec" class="sec">
<h2 id="resynth-title" class="sec-title">Resynthesis Samples (LibriTTS-R)</h2>
<table class="tg">
<thead>
<tr>
<th class="tg-0lax">Ground Truth </th>
<th class="tg-0lax">Resynthesized </th>
</tr>
</thead>
<tbody>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/gt_4446_2273_000021_000001.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/resynth_4446_2273_000021_000001.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/gt_237_134500_000022_000001.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/resynth_237_134500_000022_000001.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/gt_1089_134691_000053_000001.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/resynth_1089_134691_000053_000001.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/gt_4970_29093_000031_000000.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/resynth_4970_29093_000031_000000.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/gt_237_134493_000017_000001.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/resynth_237_134493_000017_000001.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/gt_8230_279154_000009_000001.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/resynth_8230_279154_000009_000001.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/gt_2300_131720_000020_000002.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/resynth_2300_131720_000020_000002.wav" type="audio/wav">
</audio>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div id="resynth-sec" class="sec">
<h2 id="resynth-title" class="sec-title">Resynthesis Samples (VCTK)</h2>
<table class="tg">
<thead>
<tr>
<th class="tg-0lax">Ground Truth </th>
<th class="tg-0lax">Resynthesized </th>
</tr>
</thead>
<tbody>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_gt_p236_143.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_resynth_p236_143.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_gt_p286_453.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_resynth_p286_453.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_gt_p266_079.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_resynth_p266_079.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_gt_p236_368.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_resynth_p236_368.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_gt_p279_183.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_resynth_p279_183.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_gt_p231_471.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_resynth_p231_471.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_gt_p247_426.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/resynth/vctk_resynth_p247_426.wav" type="audio/wav">
</audio>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<div id="multi-sec" class="sec">
<h2 id="multi-title" class="sec-title">Resynthesis Samples (Multilingual)</h2>
<table class="tg">
<thead>
<tr>
<th class="tg-0lax">Language</th>
<th class="tg-0lax">Ground Truth</th>
<th class="tg-0lax">Resynthesized (English-Only-Trained)</th>
<th class="tg-0lax">Resynthesized (Fine-Tuned)</th>
</tr>
</thead>
<tbody>
<tr>
<td class="tg-0lax">German</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/gt_german_8223_6660_000075.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_german_8223_6660_000075.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_german_8223_6660_000075.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">Dutch</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/gt_dutch_4429_3991_000900.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_dutch_4429_3991_000900.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_dutch_4429_3991_000900.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">Portuguese</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/gt_portuguese_12287_12742_000036.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_portuguese_12287_12742_000036.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_portuguese_12287_12742_000036.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">Italian</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/gt_italian_7458_6589_000097.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_italian_7458_6589_000097.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_italian_7458_6589_000097.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">Polish</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/gt_polish_9860_8338_000109.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_polish_9860_8338_000109.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_polish_9860_8338_000109.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">Spanish</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/gt_spanish_11168_11957_000033.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_spanish_11168_11957_000033.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_spanish_11168_11957_000033.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">French</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/gt_french_4482_3103_000048.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_french_4482_3103_000048.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_french_4482_3103_000048.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">Korean</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/gt_korean_9771.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_korean_9771.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_korean_9771.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">Japanese</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/gt_japanese_049_nonpara30_UT-PARAPHRASE-sent257-phrase2.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_japanese_049_nonpara30_UT-PARAPHRASE-sent257-phrase2.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_japanese_049_nonpara30_UT-PARAPHRASE-sent257-phrase2.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">Chinese</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/gt_chinese_SSB13850215.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_chinese_SSB13850215.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/multi/enr_chinese_SSB13850215.wav" type="audio/wav">
</audio>
</td>
</tr>
</tbody>
</table>
</div>
<div id="vc-sec" class="sec">
<h2 id="vc-title" class="sec-title">Voice Conversion Samples</h2>
<div id="vc-wrapper">
<table class="tg">
<thead>
<tr>
<th class="tg-0lax" id="vc-source-text">Source</th>
<th class="tg-0lax">Target</th>
<th class="tg-0lax">Converted</th>
</tr>
</thead>
<tbody>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/1089_134691_000037_000000.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p247_399.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p247_1089_134691_000037_000000_q4.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/replaced.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p247_399.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p247_6829_68771_000040_000002_q4.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/1580_141084_000063_000001.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p254_392.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p254_1580_141084_000063_000001_q4.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/260_123288_000004_000001.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p254_392.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p254_260_123288_000004_000001_q4.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/8555_284447_000003_000000.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p276_313.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p276_8555_284447_000003_000000_q4.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/8224_274384_000005_000009.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p276_313.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p276_8224_274384_000005_000009_q4.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/5142_33396_000002_000001.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p277_108.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p277_5142_33396_000002_000001_q4.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/260_123288_000024_000001.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p277_108.wav" type="audio/wav">
</audio>
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/vc/p277_260_123288_000024_000001_q4.wav" type="audio/wav">
</audio>
</td>
</tr>
</tbody>
</table>
</div>
</div>
<br>
<br>
<br>
<br>
<div id="interp-sec" class="sec">
<h2 id="interp-title" class="sec-title">Controllability Demo 1: Interpolating Tongue Traces to Manipulate Place of Articulation Interpolation Samples ("lock-rock")</h2>
<p class="explain-text"> </p>
<table class="tg">
<thead>
<tr>
<th class="tg-0lax" id="interp-source-text">Mixing Ratio</th>
<th class="tg-0lax">Transcription</th>
<th class="tg-0lax">Vocal Tract Visualization</th>
</tr>
</thead>
<tbody>
<tr>
<td class="tg-0lax">
100% lock + 0% rock
</td>
<td class="tg-0lax">
lock
</td>
<td class="tg-0lax">
<video width="400" height="400" controls>
<source src="static/interp/lock_rock_alpha_1_0.mp4" type="video/mp4">
</video>
</td>
</tr>
<tr>
<td class="tg-0lax">
80% lock + 20% rock
</td>
<td class="tg-0lax">
lock
</td>
<td class="tg-0lax">
<video width="400" height="400" controls>
<source src="static/interp/lock_rock_alpha_0_8.mp4" type="video/mp4">
</video>
</td>
</tr>
<tr>
<td class="tg-0lax">
60% lock + 40% rock
</td>
<td class="tg-0lax">
lock
</td>
<td class="tg-0lax">
<video width="400" height="400" controls>
<source src="static/interp/lock_rock_alpha_0_6.mp4" type="video/mp4">
</video>
</td>
</tr>
<tr>
<td class="tg-0lax">
40% lock + 60% rock
</td>
<td class="tg-0lax">
lock
</td>
<td class="tg-0lax">
<video width="400" height="400" controls>
<source src="static/interp/lock_rock_alpha_0_4.mp4" type="video/mp4">
</video>
</td>
</tr>
<tr>
<td class="tg-0lax">
20% lock + 80% rock
</td>
<td class="tg-0lax">
rock
</td>
<td class="tg-0lax">
<video width="400" height="400" controls>
<source src="static/interp/lock_rock_alpha_0_2.mp4" type="video/mp4">
</video>
</td>
</tr>
<tr>
<td class="tg-0lax">
0% lock + 100% rock
</td>
<td class="tg-0lax">
rock
</td>
<td class="tg-0lax">
<video width="400" height="400" controls>
<source src="static/interp/lock_rock_alpha_0_0.mp4" type="video/mp4">
</video>
</td>
</tr>
<tr>
<td class="tg-0lax">
-20% lock + 120% rock
</td>
<td class="tg-0lax">
rock
</td>
<td class="tg-0lax">
<video width="400" height="400" controls>
<source src="static/interp/lock_rock_alpha__0_2.mp4" type="video/mp4">
</video>
</td>
</tr>
</tbody>
</table>
</div>
<br>
<br>
<br>
<br>
<div id="audio-interp-sec" class="sec">
<h2 id="audio-interp-title" class="sec-title">Controllability Demo 2: Translating "Loudness" Trace to Manipulate Voice Onset Time ("may-bay-pay")</h2>
<p class="explain-text"></p>
<table class="tg">
<thead>
<tr>
<th class="tg-0lax" id="interp-source-text">Shift in Loudness (ms)</th>
<th class="tg-0lax" id="interp-source-text">Transcription</th>
<th class="tg-0lax">Simulated Sample</th>
</tr>
</thead>
<tbody>
<tr>
<td class="tg-0lax">
-100
</td>
<td class="tg-0lax">
may
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=-100ms.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
-80
</td>
<td class="tg-0lax">
may
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=-80ms.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
-60
</td>
<td class="tg-0lax">
may
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=-60ms.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
-40
</td>
<td class="tg-0lax">
may
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=-40ms.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
-20
</td>
<td class="tg-0lax">
may
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=-20ms.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
0
</td>
<td class="tg-0lax">
bay
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=0ms.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
20
</td>
<td class="tg-0lax">
bay
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=20ms.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
40
</td>
<td class="tg-0lax">
bay
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=40ms.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
60
</td>
<td class="tg-0lax">
pay
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=60ms.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
80
</td>
<td class="tg-0lax">
pay
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=80ms.wav" type="audio/wav">
</audio>
</td>
</tr>
<tr>
<td class="tg-0lax">
100
</td>
<td class="tg-0lax">
pay
</td>
<td class="tg-0lax">
<audio class="player" controls preload="none">
<source src="static/interp/bay_loshift=100ms.wav" type="audio/wav">
</audio>
</td>
</tr>
</tbody>
</table>
</div>
</body>
</html>