github
/
seamless_communication
spogulis no https://github.com/facebookresearch/seamless_communication.git


			
				
					
						
						
							123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174175176177178179180181182183184185186187188189190191192193194195196197198199200201202203204205206207208209210211212213214215216217218219220221222223224225226227228229230231232233234235236237238239240241242243244245246247248249250251252253254255256257258259260261262263264265266267268269270271272273274275276277278279280281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691692693694695696697698699700701702703704705706707708709710711712713714715716717718719720721722723724725726727728729730731
							<!DOCTYPE html>
<html>

<head>
    <meta charset="UTF-8">
    <title>Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation</title>
    <link rel="stylesheet" type="text/css" href="styles.css">
    <script src="jquery-3.5.js"></script>
</head>

<body>
    <div class="container">
        <div id="text1">Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation</div>
        <div id="intro">
            <br>
            <p>
                Min-Jae Hwang, Ilia Kulikov, Benjamin Peloquin, Hongyu Gong, Peng-Jen Chen, and Ann Lee
            </p>
            <!-- <p>
                [<a href="https://arxiv.org/abs/2204.02967">paper</a>]
            </p> -->
        </div>
    </div>
    <div class="content-container">
        <div class="content-title">
            <font size="+5">Abstract</font>
        </div>
        <p>
            In this paper, we propose a textless acoustic model with a self-supervised distillation strategy for noise-robust expressive speech-to-speech translation (S2ST).
            Recently proposed expressive S2ST systems have achieved impressive expressivity preservation performances by cascading unit-to-speech (U2S) generator to the speech-to-unit translation model. 
            However, these systems are vulnerable to the presence of noise in input speech, which is an assumption in real-world translation scenarios. 
            To address this limitation, we propose a U2S generator that incorporates a DINO self-supervised training strategy into it's pretraining process.
            Because the proposed method captures noise-agnostic expressivity representation, it can generate qualified speech even in noisy environment.
            Objective and subjective evaluation results verified that the proposed method significantly improved the performance of the expressive S2ST system in noisy environments while maintaining competitive performance in clean environments.
        </p>
        <ul>
            <li><strong>S2ST using Benchmarking Dataset</strong></li>
            <ul>
                <li><a style="color:rgb(90, 4, 83)" href="#eng-spa-mexpresso">mExpresso English-to-Spanish [1]</a></li>
            </ul>
            <ul>
                <li><a style="color:rgb(90, 4, 83)" href="#spa-eng-mdral">mDRAL Spanish-to-English [1]</a></li>
            </ul>
            <br>
            <li><strong>S2ST using Authors' Speech</strong></li>
            <ul>
                <li><a style="color:rgb(90, 4, 83)" href="#eng-spa-author">English-to-Spanish</a></li>
            </ul>
            <ul>
                <li><a style="color:rgb(90, 4, 83)" href="#spa-eng-author">Spanish-to-English</a></li>
            </ul>
        </ul>
    </div>
    <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.3.0/css/font-awesome.min.css">
    <div id="Systems" class="content-container">
        <div class="content-title">
            <font size="+5">Systems</font>
        </div>
        <p> We provide source speech as well as audio samples from four systems: <br>
            <!-- (1) <strong>S2TT + TTS</strong>: We combined a SeamlessM4T V2's S2TT module and Coqui-XTTS V2 model.
            For the expressivity transfer, the source speech of SeamlessM4T V2 was conditioned to Coqui-XTTS V2. -->
            (1) <strong>PRETSSEL</strong>: We combined a Prosody UnitY2 and PRETSSEL model [1].
            <br>
            (2) <strong>PRETSSEL + Denoiser</strong>: We combined a Prosody UnitY2 and PRETSSEL with high-quality speech enhancement model.
            Specifically, we applied MetricGAN+ denoiser [3] to the input of PRETSSEL for removing noise components.
            <br>
            (3) <strong>DINO-PRETSSEL (proposed)</strong>: We combined a Prosody UnitY2 and proposed DINO-PRETSSEL.
        </p>
    </div>
    <div id="benchmark_data" class="content-container">
        <script src="wavesurfer.js"></script>
        <div class="content-title">
            <font size="+5">S2ST using Benchmarking Dataset</font>
        </div>
        <hr>
        <div id="eng-spa-mexpresso" class="content-subtitle">mExpresso English-to-Spanish [1]
        </div>
        <table border="0" class="inlineTable">
            <tr>
                <th></th>
                <th>Source</th>
                <th style="color:blue">PRETSSEL (conventional)</th>
                <th>PRETSSEL + Denoiser</th>
                <th style="color:red">DINO-PRETSSEL (proposed)</th>
            </tr>
            <tr>
                <th colspan="5" style="text-align:left">Sample 1</th>
            </tr>
            <tr>
                <th>Clean environment</th>
                <th>
                    <div id="mexp_clean_src_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_clean_src_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_clean_src_waveform2_1 = WaveSurfer.create({ container: '#mexp_clean_src_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mexp_clean_src_waveform2_1.load('./audios/mexpresso_eng_spa/clean/ref/s07_default_00066.wav'); </script>
                </th>
                <th>
                    <div id="mexp_clean_pretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_clean_pretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_clean_pretssel_waveform2_1 = WaveSurfer.create({ container: '#mexp_clean_pretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mexp_clean_pretssel_waveform2_1.load('./audios/mexpresso_eng_spa/clean/pretssel/s07_default_00066.wav'); </script>
                </th>
                <th>
                    <div id="mexp_clean_pretssel_denoiser_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_clean_pretssel_denoiser_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_clean_pretssel_denoiser_waveform2_1 = WaveSurfer.create({ container: '#mexp_clean_pretssel_denoiser_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mexp_clean_pretssel_denoiser_waveform2_1.load('./audios/mexpresso_eng_spa/clean/pretssel+denoiser/s07_default_00066.wav'); </script>
                </th>
                <th>
                    <div id="mexp_clean_dinopretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_clean_dinopretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_clean_dinopretssel_waveform2_1 = WaveSurfer.create({ container: '#mexp_clean_dinopretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mexp_clean_dinopretssel_waveform2_1.load('./audios/mexpresso_eng_spa/clean/dinopretssel/s07_default_00066.wav'); </script>
                </th>
            </tr>
            <tr>
                <th>Noisy environment</th>
                <th>
                    <div id="mexp_noisy_src_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_noisy_src_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_noisy_src_waveform2_1 = WaveSurfer.create({ container: '#mexp_noisy_src_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mexp_noisy_src_waveform2_1.load('./audios/mexpresso_eng_spa/noisy/ref/s07_default_00066.wav'); </script>
                </th>
                <th>
                    <div id="mexp_noisy_pretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_noisy_pretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_noisy_pretssel_waveform2_1 = WaveSurfer.create({ container: '#mexp_noisy_pretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mexp_noisy_pretssel_waveform2_1.load('./audios/mexpresso_eng_spa/noisy/pretssel/s07_default_00066.wav'); </script>
                </th>
                <th>
                    <div id="mexp_noisy_pretssel_denoiser_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_noisy_pretssel_denoiser_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_noisy_pretssel_denoiser_waveform2_1 = WaveSurfer.create({ container: '#mexp_noisy_pretssel_denoiser_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mexp_noisy_pretssel_denoiser_waveform2_1.load('./audios/mexpresso_eng_spa/noisy/pretssel+denoiser/s07_default_00066.wav'); </script>
                </th>
                <th>
                    <div id="mexp_noisy_dinopretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_noisy_dinopretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_noisy_dinopretssel_waveform2_1 = WaveSurfer.create({ container: '#mexp_noisy_dinopretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mexp_noisy_dinopretssel_waveform2_1.load('./audios/mexpresso_eng_spa/noisy/dinopretssel/s07_default_00066.wav'); </script>
                </th>
            </tr>
            <tr>
                <th colspan="5" style="text-align:left">Sample 2</th>
            </tr>
            <tr>
                <th>Clean environment</th>
                <th>
                    <div id="mexp_clean_src_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_clean_src_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_clean_src_waveform2_3 = WaveSurfer.create({ container: '#mexp_clean_src_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mexp_clean_src_waveform2_3.load('./audios/mexpresso_eng_spa/clean/ref/s08_default_00020.wav'); </script>
                </th>
                <th>
                    <div id="mexp_clean_pretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_clean_pretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_clean_pretssel_waveform2_3 = WaveSurfer.create({ container: '#mexp_clean_pretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mexp_clean_pretssel_waveform2_3.load('./audios/mexpresso_eng_spa/clean/pretssel/s08_default_00020.wav'); </script>
                </th>
                <th>
                    <div id="mexp_clean_pretssel_denoiser_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_clean_pretssel_denoiser_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_clean_pretssel_denoiser_waveform2_3 = WaveSurfer.create({ container: '#mexp_clean_pretssel_denoiser_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mexp_clean_pretssel_denoiser_waveform2_3.load('./audios/mexpresso_eng_spa/clean/pretssel+denoiser/s08_default_00020.wav'); </script>
                </th>
                <th>
                    <div id="mexp_clean_dinopretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_clean_dinopretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_clean_dinopretssel_waveform2_3 = WaveSurfer.create({ container: '#mexp_clean_dinopretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mexp_clean_dinopretssel_waveform2_3.load('./audios/mexpresso_eng_spa/clean/dinopretssel/s08_default_00020.wav'); </script>
                </th>
            </tr>
            <tr>
                <th>Noisy environment</th>
                <th>
                    <div id="mexp_noisy_src_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_noisy_src_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_noisy_src_waveform2_3 = WaveSurfer.create({ container: '#mexp_noisy_src_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mexp_noisy_src_waveform2_3.load('./audios/mexpresso_eng_spa/noisy/ref/s08_default_00020.wav'); </script>
                </th>
                <th>
                    <div id="mexp_noisy_pretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_noisy_pretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_noisy_pretssel_waveform2_3 = WaveSurfer.create({ container: '#mexp_noisy_pretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mexp_noisy_pretssel_waveform2_3.load('./audios/mexpresso_eng_spa/noisy/pretssel/s08_default_00020.wav'); </script>
                </th>
                <th>
                    <div id="mexp_noisy_pretssel_denoiser_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_noisy_pretssel_denoiser_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_noisy_pretssel_denoiser_waveform2_3 = WaveSurfer.create({ container: '#mexp_noisy_pretssel_denoiser_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mexp_noisy_pretssel_denoiser_waveform2_3.load('./audios/mexpresso_eng_spa/noisy/pretssel+denoiser/s08_default_00020.wav'); </script>
                </th>
                <th>
                    <div id="mexp_noisy_dinopretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mexp_noisy_dinopretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mexp_noisy_dinopretssel_waveform2_3 = WaveSurfer.create({ container: '#mexp_noisy_dinopretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mexp_noisy_dinopretssel_waveform2_3.load('./audios/mexpresso_eng_spa/noisy/dinopretssel/s08_default_00020.wav'); </script>
                </th>
            </tr>
        </table>
        <br><hr>
        <div id="spa-eng-mdral" class="content-subtitle">mDRAL Spanish-to-English [1]
        </div>
        <table border="0" class="inlineTable">
            <tr>
                <th></th>
                <th>Source</th>
                <th style="color:blue">PRETSSEL (conventional)</th>
                <th>PRETSSEL + Denoiser</th>
                <th style="color:red">DINO-PRETSSEL (proposed)</th>
            </tr>
            <tr>
                <th colspan="5" style="text-align:left">Sample 1</th>
            </tr>
            <tr>
                <th>Clean environment</th>
                <th>
                    <div id="mdral_clean_src_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_clean_src_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_clean_src_waveform2_1 = WaveSurfer.create({ container: '#mdral_clean_src_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mdral_clean_src_waveform2_1.load('./audios/mdral_spa_eng/clean/ref/005_%234.wav'); </script>
                </th>
                <th>
                    <div id="mdral_clean_pretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_clean_pretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_clean_pretssel_waveform2_1 = WaveSurfer.create({ container: '#mdral_clean_pretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mdral_clean_pretssel_waveform2_1.load('./audios/mdral_spa_eng/clean/pretssel/005_%234.wav'); </script>
                </th>
                <th>
                    <div id="mdral_clean_pretssel_denoiser_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_clean_pretssel_denoiser_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_clean_pretssel_denoiser_waveform2_1 = WaveSurfer.create({ container: '#mdral_clean_pretssel_denoiser_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mdral_clean_pretssel_denoiser_waveform2_1.load('./audios/mdral_spa_eng/clean/pretssel+denoiser/005_%234.wav'); </script>
                </th>
                <th>
                    <div id="mdral_clean_dinopretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_clean_dinopretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_clean_dinopretssel_waveform2_1 = WaveSurfer.create({ container: '#mdral_clean_dinopretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mdral_clean_dinopretssel_waveform2_1.load('./audios/mdral_spa_eng/clean/dinopretssel/005_%234.wav'); </script>
                </th>
            </tr>
            <tr>
                <th>Noisy environment</th>
                <th>
                    <div id="mdral_noisy_src_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_noisy_src_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_noisy_src_waveform2_1 = WaveSurfer.create({ container: '#mdral_noisy_src_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mdral_noisy_src_waveform2_1.load('./audios/mdral_spa_eng/noisy/ref/005_%234.wav'); </script>
                </th>
                <th>
                    <div id="mdral_noisy_pretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_noisy_pretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_noisy_pretssel_waveform2_1 = WaveSurfer.create({ container: '#mdral_noisy_pretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mdral_noisy_pretssel_waveform2_1.load('./audios/mdral_spa_eng/noisy/pretssel/005_%234.wav'); </script>
                </th>
                <th>
                    <div id="mdral_noisy_pretssel_denoiser_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_noisy_pretssel_denoiser_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_noisy_pretssel_denoiser_waveform2_1 = WaveSurfer.create({ container: '#mdral_noisy_pretssel_denoiser_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mdral_noisy_pretssel_denoiser_waveform2_1.load('./audios/mdral_spa_eng/noisy/pretssel+denoiser/005_%234.wav'); </script>
                </th>
                <th>
                    <div id="mdral_noisy_dinopretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_noisy_dinopretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_noisy_dinopretssel_waveform2_1 = WaveSurfer.create({ container: '#mdral_noisy_dinopretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        mdral_noisy_dinopretssel_waveform2_1.load('./audios/mdral_spa_eng/noisy/dinopretssel/005_%234.wav'); </script>
                </th>
            </tr>
            <tr>
                <th colspan="5" style="text-align:left">Sample 2</th>
            </tr>
            <tr>
                <th>Clean environment</th>
                <th>
                    <div id="mdral_clean_src_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_clean_src_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_clean_src_waveform2_3 = WaveSurfer.create({ container: '#mdral_clean_src_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mdral_clean_src_waveform2_3.load('./audios/mdral_spa_eng/clean/ref/022_%2341.wav'); </script>
                </th>
                <th>
                    <div id="mdral_clean_pretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_clean_pretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_clean_pretssel_waveform2_3 = WaveSurfer.create({ container: '#mdral_clean_pretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mdral_clean_pretssel_waveform2_3.load('./audios/mdral_spa_eng/clean/pretssel/022_%2341.wav'); </script>
                </th>
                <th>
                    <div id="mdral_clean_pretssel_denoiser_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_clean_pretssel_denoiser_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_clean_pretssel_denoiser_waveform2_3 = WaveSurfer.create({ container: '#mdral_clean_pretssel_denoiser_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mdral_clean_pretssel_denoiser_waveform2_3.load('./audios/mdral_spa_eng/clean/pretssel+denoiser/022_%2341.wav'); </script>
                </th>
                <th>
                    <div id="mdral_clean_dinopretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_clean_dinopretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_clean_dinopretssel_waveform2_3 = WaveSurfer.create({ container: '#mdral_clean_dinopretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mdral_clean_dinopretssel_waveform2_3.load('./audios/mdral_spa_eng/clean/dinopretssel/022_%2341.wav'); </script>
                </th>
            </tr>
            <tr>
                <th>Noisy environment</th>
                <th>
                    <div id="mdral_noisy_src_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_noisy_src_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_noisy_src_waveform2_3 = WaveSurfer.create({ container: '#mdral_noisy_src_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mdral_noisy_src_waveform2_3.load('./audios/mdral_spa_eng/noisy/ref/022_%2341.wav'); </script>
                </th>
                <th>
                    <div id="mdral_noisy_pretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_noisy_pretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_noisy_pretssel_waveform2_3 = WaveSurfer.create({ container: '#mdral_noisy_pretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mdral_noisy_pretssel_waveform2_3.load('./audios/mdral_spa_eng/noisy/pretssel/022_%2341.wav'); </script>
                </th>
                <th>
                    <div id="mdral_noisy_pretssel_denoiser_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_noisy_pretssel_denoiser_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_noisy_pretssel_denoiser_waveform2_3 = WaveSurfer.create({ container: '#mdral_noisy_pretssel_denoiser_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mdral_noisy_pretssel_denoiser_waveform2_3.load('./audios/mdral_spa_eng/noisy/pretssel+denoiser/022_%2341.wav'); </script>
                </th>
                <th>
                    <div id="mdral_noisy_dinopretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="mdral_noisy_dinopretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var mdral_noisy_dinopretssel_waveform2_3 = WaveSurfer.create({ container: '#mdral_noisy_dinopretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        mdral_noisy_dinopretssel_waveform2_3.load('./audios/mdral_spa_eng/noisy/dinopretssel/022_%2341.wav'); </script>
                </th>
            </tr>
        </table>
        <br>
    </div>
    <div id="authors_data" class="content-container">
        <script src="wavesurfer.js"></script>
        <div class="content-title">
            <font size="+5">S2ST using Authors' Speech</font>
        </div>
        <hr>
        <div id="eng-spa-author" class="content-subtitle">English-to-Spanish
        </div>
        <table border="0" class="inlineTable">
            <tr>
                <th></th>
                <th>Source</th>
                <th style="color:blue">PRETSSEL (conventional)</th>
                <th>PRETSSEL + Denoiser</th>
                <th style="color:red">DINO-PRETSSEL (proposed)</th>
            </tr>
            <tr>
                <th colspan="5" style="text-align:left">Sample 1</th>
            </tr>
            <tr>
                <th>Clean environment</th>
                <th>
                    <div id="clean_src_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_src_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_src_waveform2_1 = WaveSurfer.create({ container: '#clean_src_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        clean_src_waveform2_1.load('./audios/employee_eng_spa/ref/clean_spk1_default_00240.wav'); </script>
                </th>
                <th>
                    <div id="clean_pretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_pretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_pretssel_waveform2_1 = WaveSurfer.create({ container: '#clean_pretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        clean_pretssel_waveform2_1.load('./audios/employee_eng_spa/pretssel/clean_spk1_default_00240_pred.wav'); </script>
                </th>
                <th>
                    <div id="clean_pretssel_denoiser_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_pretssel_denoiser_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_pretssel_denoiser_waveform2_1 = WaveSurfer.create({ container: '#clean_pretssel_denoiser_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        clean_pretssel_denoiser_waveform2_1.load('./audios/employee_eng_spa/pretssel+denoiser/clean_spk1_default_00240_pred.wav'); </script>
                </th>
                <th>
                    <div id="clean_dinopretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_dinopretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_dinopretssel_waveform2_1 = WaveSurfer.create({ container: '#clean_dinopretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        clean_dinopretssel_waveform2_1.load('./audios/employee_eng_spa/dinopretssel/clean_spk1_default_00240_pred.wav'); </script>
                </th>
            </tr>
            <tr>
                <th>Noisy environment</th>
                <th>
                    <div id="noisy_src_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_src_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_src_waveform2_1 = WaveSurfer.create({ container: '#noisy_src_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        noisy_src_waveform2_1.load('./audios/employee_eng_spa/ref/noisy_spk1_default_00240.wav'); </script>
                </th>
                <th>
                    <div id="noisy_pretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_pretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_pretssel_waveform2_1 = WaveSurfer.create({ container: '#noisy_pretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        noisy_pretssel_waveform2_1.load('./audios/employee_eng_spa/pretssel/noisy_spk1_default_00240_pred.wav'); </script>
                </th>
                <th>
                    <div id="noisy_pretssel_denoiser_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_pretssel_denoiser_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_pretssel_denoiser_waveform2_1 = WaveSurfer.create({ container: '#noisy_pretssel_denoiser_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        noisy_pretssel_denoiser_waveform2_1.load('./audios/employee_eng_spa/pretssel+denoiser/noisy_spk1_default_00240_pred.wav'); </script>
                </th>
                <th>
                    <div id="noisy_dinopretssel_waveform2_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_dinopretssel_waveform2_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_dinopretssel_waveform2_1 = WaveSurfer.create({ container: '#noisy_dinopretssel_waveform2_1', waveColor: 'violet', progressColor: 'purple' });
                        noisy_dinopretssel_waveform2_1.load('./audios/employee_eng_spa/dinopretssel/noisy_spk1_default_00240_pred.wav'); </script>
                </th>
            </tr>
            <tr>
                <th colspan="5" style="text-align:left">Sample 2</th>
            </tr>
            <tr>
                <th>Clean environment</th>
                <th>
                    <div id="clean_src_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_src_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_src_waveform2_3 = WaveSurfer.create({ container: '#clean_src_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        clean_src_waveform2_3.load('./audios/employee_eng_spa/ref/clean_spk2_default_00026.wav'); </script>
                </th>
                <th>
                    <div id="clean_pretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_pretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_pretssel_waveform2_3 = WaveSurfer.create({ container: '#clean_pretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        clean_pretssel_waveform2_3.load('./audios/employee_eng_spa/pretssel/clean_spk2_default_00026_pred.wav'); </script>
                </th>
                <th>
                    <div id="clean_pretssel_denoiser_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_pretssel_denoiser_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_pretssel_denoiser_waveform2_3 = WaveSurfer.create({ container: '#clean_pretssel_denoiser_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        clean_pretssel_denoiser_waveform2_3.load('./audios/employee_eng_spa/pretssel+denoiser/clean_spk2_default_00026_pred.wav'); </script>
                </th>
                <th>
                    <div id="clean_dinopretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_dinopretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_dinopretssel_waveform2_3 = WaveSurfer.create({ container: '#clean_dinopretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        clean_dinopretssel_waveform2_3.load('./audios/employee_eng_spa/dinopretssel/clean_spk2_default_00026_pred.wav'); </script>
                </th>
            </tr>
            <tr>
                <th>Noisy environment</th>
                <th>
                    <div id="noisy_src_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_src_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_src_waveform2_3 = WaveSurfer.create({ container: '#noisy_src_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        noisy_src_waveform2_3.load('./audios/employee_eng_spa/ref/noisy_spk2_default_00026.wav'); </script>
                </th>
                <th>
                    <div id="noisy_pretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_pretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_pretssel_waveform2_3 = WaveSurfer.create({ container: '#noisy_pretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        noisy_pretssel_waveform2_3.load('./audios/employee_eng_spa/pretssel/noisy_spk2_default_00026_pred.wav'); </script>
                </th>
                <th>
                    <div id="noisy_pretssel_denoiser_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_pretssel_denoiser_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_pretssel_denoiser_waveform2_3 = WaveSurfer.create({ container: '#noisy_pretssel_denoiser_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        noisy_pretssel_denoiser_waveform2_3.load('./audios/employee_eng_spa/pretssel+denoiser/noisy_spk2_default_00026_pred.wav'); </script>
                </th>
                <th>
                    <div id="noisy_dinopretssel_waveform2_3"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_dinopretssel_waveform2_3.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_dinopretssel_waveform2_3 = WaveSurfer.create({ container: '#noisy_dinopretssel_waveform2_3', waveColor: 'violet', progressColor: 'purple' });
                        noisy_dinopretssel_waveform2_3.load('./audios/employee_eng_spa/dinopretssel/noisy_spk2_default_00026_pred.wav'); </script>
                </th>
            </tr>
        </table>
        <br><hr>
        <div id="spa-eng-author" class="content-subtitle">Spanish-to-English
        </div>
        <table border="0" class="inlineTable">
            <tr>
                <th></th>
                <th>Source</th>
                <th style="color:blue">PRETSSEL (conventional)</th>
                <th>PRETSSEL + Denoiser</th>
                <th style="color:red">DINO-PRETSSEL (proposed)</th>
            </tr>
            <tr>
                <th colspan="5" style="text-align:left">Sample 1</th>
            </tr>
            <tr>
                <th>Clean environment</th>
                <th>
                    <div id="clean_src_waveform_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_src_waveform_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_src_waveform_1 = WaveSurfer.create({ container: '#clean_src_waveform_1', waveColor: 'violet', progressColor: 'purple' });
                        clean_src_waveform_1.load('./audios/employee_spa_eng/ref/clean_spk3_00032.wav'); </script>
                </th>
                <th>
                    <div id="clean_pretssel_waveform_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_pretssel_waveform_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_pretssel_waveform_1 = WaveSurfer.create({ container: '#clean_pretssel_waveform_1', waveColor: 'violet', progressColor: 'purple' });
                        clean_pretssel_waveform_1.load('./audios/employee_spa_eng/pretssel/clean_spk3_00032_pred.wav'); </script>
                </th>
                <th>
                    <div id="clean_pretssel_denoiser_waveform_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_pretssel_denoiser_waveform_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_pretssel_denoiser_waveform_1 = WaveSurfer.create({ container: '#clean_pretssel_denoiser_waveform_1', waveColor: 'violet', progressColor: 'purple' });
                        clean_pretssel_denoiser_waveform_1.load('./audios/employee_spa_eng/pretssel+denoiser/clean_spk3_00032_pred.wav'); </script>
                </th>
                <th>
                    <div id="clean_dinopretssel_waveform_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_dinopretssel_waveform_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_dinopretssel_waveform_1 = WaveSurfer.create({ container: '#clean_dinopretssel_waveform_1', waveColor: 'violet', progressColor: 'purple' });
                        clean_dinopretssel_waveform_1.load('./audios/employee_spa_eng/dinopretssel/clean_spk3_00032_pred.wav'); </script>
                </th>
            </tr>
            <tr>
                <th>Noisy environment</th>
                <th>
                    <div id="noisy_src_waveform_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_src_waveform_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_src_waveform_1 = WaveSurfer.create({ container: '#noisy_src_waveform_1', waveColor: 'violet', progressColor: 'purple' });
                        noisy_src_waveform_1.load('./audios/employee_spa_eng/ref/noisy_spk3_00032.wav'); </script>
                </th>
                <th>
                    <div id="noisy_pretssel_waveform_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_pretssel_waveform_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_pretssel_waveform_1 = WaveSurfer.create({ container: '#noisy_pretssel_waveform_1', waveColor: 'violet', progressColor: 'purple' });
                        noisy_pretssel_waveform_1.load('./audios/employee_spa_eng/pretssel/noisy_spk3_00032_pred.wav'); </script>
                </th>
                <th>
                    <div id="noisy_pretssel_denoiser_waveform_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_pretssel_denoiser_waveform_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_pretssel_denoiser_waveform_1 = WaveSurfer.create({ container: '#noisy_pretssel_denoiser_waveform_1', waveColor: 'violet', progressColor: 'purple' });
                        noisy_pretssel_denoiser_waveform_1.load('./audios/employee_spa_eng/pretssel+denoiser/noisy_spk3_00032_pred.wav'); </script>
                </th>
                <th>
                    <div id="noisy_dinopretssel_waveform_1"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_dinopretssel_waveform_1.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_dinopretssel_waveform_1 = WaveSurfer.create({ container: '#noisy_dinopretssel_waveform_1', waveColor: 'violet', progressColor: 'purple' });
                        noisy_dinopretssel_waveform_1.load('./audios/employee_spa_eng/dinopretssel/noisy_spk3_00032_pred.wav'); </script>
                </th>
            </tr>
            <tr>
                <th colspan="5" style="text-align:left">Sample 2</th>
            </tr>
            <tr>
                <th>Clean environment</th>
                <th>
                    <div id="clean_src_waveform_2"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_src_waveform_2.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_src_waveform_2 = WaveSurfer.create({ container: '#clean_src_waveform_2', waveColor: 'violet', progressColor: 'purple' });
                        clean_src_waveform_2.load('./audios/employee_spa_eng/ref/clean_spk4_00003.wav'); </script>
                </th>
                <th>
                    <div id="clean_pretssel_waveform_2"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_pretssel_waveform_2.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_pretssel_waveform_2 = WaveSurfer.create({ container: '#clean_pretssel_waveform_2', waveColor: 'violet', progressColor: 'purple' });
                        clean_pretssel_waveform_2.load('./audios/employee_spa_eng/pretssel/clean_spk4_00003_pred.wav'); </script>
                </th>
                <th>
                    <div id="clean_pretssel_denoiser_waveform_2"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_pretssel_denoiser_waveform_2.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_pretssel_denoiser_waveform_2 = WaveSurfer.create({ container: '#clean_pretssel_denoiser_waveform_2', waveColor: 'violet', progressColor: 'purple' });
                        clean_pretssel_denoiser_waveform_2.load('./audios/employee_spa_eng/pretssel+denoiser/clean_spk4_00003_pred.wav'); </script>
                </th>
                <th>
                    <div id="clean_dinopretssel_waveform_2"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="clean_dinopretssel_waveform_2.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var clean_dinopretssel_waveform_2 = WaveSurfer.create({ container: '#clean_dinopretssel_waveform_2', waveColor: 'violet', progressColor: 'purple' });
                        clean_dinopretssel_waveform_2.load('./audios/employee_spa_eng/dinopretssel/clean_spk4_00003_pred.wav'); </script>
                </th>
            </tr>
            <tr>
                <th>Noisy environment</th>
                <th>
                    <div id="noisy_src_waveform_2"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_src_waveform_2.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_src_waveform_2 = WaveSurfer.create({ container: '#noisy_src_waveform_2', waveColor: 'violet', progressColor: 'purple' });
                        noisy_src_waveform_2.load('./audios/employee_spa_eng/ref/noisy_spk4_00003.wav'); </script>
                </th>
                <th>
                    <div id="noisy_pretssel_waveform_2"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_pretssel_waveform_2.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_pretssel_waveform_2 = WaveSurfer.create({ container: '#noisy_pretssel_waveform_2', waveColor: 'violet', progressColor: 'purple' });
                        noisy_pretssel_waveform_2.load('./audios/employee_spa_eng/pretssel/noisy_spk4_00003_pred.wav'); </script>
                </th>
                <th>
                    <div id="noisy_pretssel_denoiser_waveform_2"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_pretssel_denoiser_waveform_2.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_pretssel_denoiser_waveform_2 = WaveSurfer.create({ container: '#noisy_pretssel_denoiser_waveform_2', waveColor: 'violet', progressColor: 'purple' });
                        noisy_pretssel_denoiser_waveform_2.load('./audios/employee_spa_eng/pretssel+denoiser/noisy_spk4_00003_pred.wav'); </script>
                </th>
                <th>
                    <div id="noisy_dinopretssel_waveform_2"></div>
                    <button id="written_source__header" class="play-button-demo btn btn-primary"
                        onclick="noisy_dinopretssel_waveform_2.playPause()"> <i class="fa fa-play"></i> Play / <i class="fa fa-pause"></i> Pause
                    </button>
                    <script> var noisy_dinopretssel_waveform_2 = WaveSurfer.create({ container: '#noisy_dinopretssel_waveform_2', waveColor: 'violet', progressColor: 'purple' });
                        noisy_dinopretssel_waveform_2.load('./audios/employee_spa_eng/dinopretssel/noisy_spk4_00003_pred.wav'); </script>
                </th>
            </tr>
        </table>
    </div>
    <div class="content-container">
        Template based on <a style="color:rgb(22, 38, 67)" href="https://speechbot.github.io/"> Textless NLP</a> and <a
            style="color:rgb(22, 38, 67)" href="https://daps.cs.princeton.edu/projects/HiFi-GAN/index.php"> HiFi-GAN</a>
        pages.
    </div>
    <div class="content-container">
        <th>References</th>
        <br>
        <th>[1] Seamless Communication, “Seamless: Multilingual Expressive and Streaming Speech Translation,” arXiv, 2023.</th>
        <br>
        <th>[2] Jörgen Valk and Tanel Alumäe, “VoxLingua107: a dataset for spoken language recognition,” In Proc. IEEE SLT Workshop, 2021.</th>
        <br>
        <th>[3] Szu-Wei Fu et al., "MetricGAN+: An Improved Version of MetricGAN for Speech Enhancement," arXiv, 2021.</th>
    </div>
</body>

</html>