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Ablation_study.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=0.85">
<title>SoundMorpher Demonstration</title>
<style>
body {
font-family: Arial, sans-serif;
margin: 5%;
margin-top: 2%;
line-height: 1.6;
}
h1, h2 {
color: #4a4a4a;
}
.section {
margin-bottom: 30px;
}
.example {
margin-bottom: 20px;
}
.spectrogram-container {
display: flex;
justify-content: space-between;
align-items: center;
margin-top: 20px;
}
.spectrogram-item {
text-align: center;
flex: 1;
margin: 0 10px;
}
.spectrogram-item img {
width: 100%;
height: auto;
border: 1px solid #ccc;
border-radius: 5px;
}
audio {
margin-top: 10px;
width: 100%;
}
</style>
</head>
<body>
<h1>SoundMorpher: Perceptually-Uniform Sound Morphing with Diffusion Model</h1>
<a href="index.html"><strong>Return index page</strong></a>
<h3>Ablation Study</h3>
<p>This page contains demonstration for ablation studies discussed in Paper Section V.E.</p>
<br>
<hr>
<h3 id="section1">1. Ablation study on sound perceptual features</h3>
<div class="section">
<h2>Example 1</h2>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>Source music</p>
<audio controls>
<source src="./Ablation/Features/Sample1/Input/sample15.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Target music</p>
<audio controls>
<source src="./Ablation/Features/Sample1/Input/sample7.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<!-- <div class="spectrogram-item">
<p> <br></p>
</div> -->
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
</div>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>(log) Mel-Spectrogram</p>
<audio controls>
<source src="./Ablation/Features/Sample1/Mel-spec/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>MFCCs</p>
<audio controls>
<source src="./Ablation/Features/Sample1/MFCC/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Reduced (log) Mel Spectrogram (n=2)</p>
<audio controls>
<source src="./Ablation/Features/Sample1/PCA-N2/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Reduced (log) Mel Spectrogram (n=3)</p>
<audio controls>
<source src="./Ablation/Features/Sample1/PCA-N3/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Spectral Contras</p>
<audio controls>
<source src="./Ablation/Features/Sample1/Spec_contra/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
</div>
<div class="section">
<h2>Example 2</h2>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>Source music</p>
<audio controls>
<source src="./Ablation/Features/Sample2/Input/sample18.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Target music</p>
<audio controls>
<source src="./Ablation/Features/Sample2/Input/sample9.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<!-- <div class="spectrogram-item">
<p> <br></p>
</div> -->
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
</div>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>(log) Mel-Spectrogram</p>
<audio controls>
<source src="./Ablation/Features/Sample2/Mel-spec/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>MFCCs</p>
<audio controls>
<source src="./Ablation/Features/Sample2/MFCC/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Reduced (log) Mel Spectrogram (n=2)</p>
<audio controls>
<source src="./Ablation/Features/Sample2/PCA-N2/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Reduced (log) Mel Spectrogram (n=3)</p>
<audio controls>
<source src="./Ablation/Features/Sample2/PCA-N3/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Spectral Contras</p>
<audio controls>
<source src="./Ablation/Features/Sample2/Spec_contra/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
</div>
<div class="section">
<h2>Example 3</h2>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>Source music</p>
<audio controls>
<source src="./Ablation/Features/Sample3/Input/sample5.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Target music</p>
<audio controls>
<source src="./Ablation/Features/Sample3/Input/sample18.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
</div>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>(log) Mel-Spectrogram</p>
<audio controls>
<source src="./Ablation/Features/Sample3/Mel-spec/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>MFCCs</p>
<audio controls>
<source src="./Ablation/Features/Sample3/MFCC/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Reduced (log) Mel Spectrogram (n=2)</p>
<audio controls>
<source src="./Ablation/Features/Sample3/PCA-N2/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Reduced (log) Mel Spectrogram (n=3)</p>
<audio controls>
<source src="./Ablation/Features/Sample3/PCA-N3/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Spectral Contras</p>
<audio controls>
<source src="./Ablation/Features/Sample3/Spec_contra/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
</div>
<div class="section">
<h2>Example 4</h2>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>Source music</p>
<audio controls>
<source src="./Ablation/Features/Sample4/Input/sample6.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Target music</p>
<audio controls>
<source src="./Ablation/Features/Sample4/Input/sample8.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<!-- <div class="spectrogram-item">
<p> <br></p>
</div> -->
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
</div>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>(log) Mel-Spectrogram</p>
<audio controls>
<source src="./Ablation/Features/Sample4/Mel-spec/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>MFCCs</p>
<audio controls>
<source src="./Ablation/Features/Sample4/MFCC/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Reduced (log) Mel Spectrogram (n=2)</p>
<audio controls>
<source src="./Ablation/Features/Sample4/PCA-N2/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Reduced (log) Mel Spectrogram (n=3)</p>
<audio controls>
<source src="./Ablation/Features/Sample4/PCA-N3/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Spectral Contras</p>
<audio controls>
<source src="./Ablation/Features/Sample4/Spec_contra/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
</div>
<hr>
<h3 id="section2">2. Ablation study on LoRA rank</h3>
<div class="section">
<h2>Example 1</h2>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>Source music</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/Input/sample6.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Target music</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/Input/sample8.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<!-- <div class="spectrogram-item">
<p> <br></p>
</div> -->
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
</div>
<h3>Reconstruction α=0.0 </h3>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>wo LoRA</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=0/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 4</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=4/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 8</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=8/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 16</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=16/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 32</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=32/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
<h3>Reconstruction α=1.0 </h3>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>wo LoRA</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=0/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 4</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=4/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 8</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=8/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 16</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=16/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 32</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=32/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
<h3>Dynamic morph</h3>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>wo LoRA</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=0/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 4</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=4/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 8</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=8/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 16</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=16/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 32</p>
<audio controls>
<source src="./Ablation/LoRA/Sample1/R=32/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
</div>
<div class="section">
<h2>Example 2</h2>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>Source music</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/Input/sample14.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Target music</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/Input/sample2.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<!-- <div class="spectrogram-item">
<p> <br></p>
</div> -->
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
</div>
<h3>Reconstruction α=0.0 </h3>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>wo LoRA</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=0/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 4</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=4/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 8</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=8/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 16</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=16/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 32</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=32/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
<h3>Reconstruction α=1.0 </h3>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>wo LoRA</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=0/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 4</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=4/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 8</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=8/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 16</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=16/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 32</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=32/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
<h3>Dynamic morph</h3>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>wo LoRA</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=0/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 4</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=4/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 8</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=8/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 16</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=16/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>r = 32</p>
<audio controls>
<source src="./Ablation/LoRA/Sample2/R=32/dynamic_morph.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
</div>
<hr>
<h3 id="section3">3. Failure case</h3>
<div class="section">
<h2>Example 1</h2>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>Source audio</p>
<audio controls>
<source src="./Ablation/Failure/Sample1/Input/3-95695-B-5.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Target audio</p>
<!-- <p> <br></p> -->
<audio controls>
<source src="./Ablation/Failure/Sample1/Input/1-32318-A-0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
</div>
<!-- <h4>SoundMorpher</h4> -->
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>α=0.0</p>
<audio controls>
<source src="./Ablation/Failure/Sample1/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<!-- <p>α=0.25</p> -->
<p> <br></p>
<audio controls>
<source src="./Ablation/Failure/Sample1/a1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<!-- <p>α=0.5</p> -->
<p> <br></p>
<audio controls>
<source src="./Ablation/Failure/Sample1/a2.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<!-- <p>α=0.75</p> -->
<p> <br></p>
<audio controls>
<source src="./Ablation/Failure/Sample1/a3.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> α=1.0</p>
<audio controls>
<source src="./Ablation/Failure/Sample1/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
</div>
<div class="section">
<h2>Example 2</h2>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>Source audio</p>
<audio controls>
<source src="./Ablation/Failure/Sample2/Input/1-211527-C-20.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Target audio</p>
<!-- <p> <br></p> -->
<audio controls>
<source src="./Ablation/Failure/Sample2/Input/1-36164-B-26.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
</div>
<!-- <h4>SoundMorpher</h4> -->
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>α=0.0</p>
<audio controls>
<source src="./Ablation/Failure/Sample2/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<!-- <p>α=0.25</p> -->
<p> <br></p>
<audio controls>
<source src="./Ablation/Failure/Sample2/a1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<!-- <p>α=0.5</p> -->
<p> <br></p>
<audio controls>
<source src="./Ablation/Failure/Sample2/a2.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<!-- <p>α=0.75</p> -->
<p> <br></p>
<audio controls>
<source src="./Ablation/Failure/Sample2/a3.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> α=1.0</p>
<audio controls>
<source src="./Ablation/Failure/Sample2/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
</div>
<div class="section">
<h2>Example 3</h2>
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>Source audio</p>
<audio controls>
<source src="./Ablation/Failure/Sample3/Input/1-115920-A-22.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p>Target audio</p>
<!-- <p> <br></p> -->
<audio controls>
<source src="./Ablation/Failure/Sample3/Input/5-218981-A-30.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
<div class="spectrogram-item">
<p> <br></p>
</div>
</div>
<!-- <h4>SoundMorpher</h4> -->
<div class="spectrogram-container">
<div class="spectrogram-item">
<p>α=0.0</p>
<audio controls>
<source src="./Ablation/Failure/Sample3/0.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<!-- <p>α=0.25</p> -->
<p> <br></p>
<audio controls>
<source src="./Ablation/Failure/Sample3/a1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<!-- <p>α=0.5</p> -->
<p> <br></p>
<audio controls>
<source src="./Ablation/Failure/Sample3/a2.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<!-- <p>α=0.75</p> -->
<p> <br></p>
<audio controls>
<source src="./Ablation/Failure/Sample3/a3.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
<div class="spectrogram-item">
<p> α=1.0</p>
<audio controls>
<source src="./Ablation/Failure/Sample3/1.wav" type="audio/mpeg">
Your browser does not support the audio element.
</audio>
</div>
</div>
</div>
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