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Update Poster and Table
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‎index.html

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@@ -97,31 +97,58 @@ <h2>Main Experiment Results</h2>
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<p>
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Our method reduce the computation of the core step of diffusion-based text-to-audio generation by
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a factor of 400 and enables on-device generation, while observing minimal performance degradation in
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Fréchet Audio Distance (FAD), Fréchet Distance (FD), KL Divergence, and CLAP Scores.
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Fréchet Audio Distance (FAD), Fréchet Distance (FD), KL Divergence, and CLAP Scores.<br>
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Generation Time is the time in minutes to generate the entire validation set (882 samples).<br>
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<i>↑: higher is better; ↓: lower is better.</i>
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</p>
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<table class="result-table">
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<thead>
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<tr class="result-row">
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<th class="result-head"></th> <th class="result-head"># queries (↓)</th>
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<th class="result-head">CLAP<sub>T</sub> (↑)</th> <th class="result-head">CLAP<sub>A</sub> (↑)</th>
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<th class="result-head">FAD (↓)</th> <th class="result-head">FD (↓)</th> <th class="result-head">KLD (↓)</th>
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<th class="result-head"></th>
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<th class="result-head-2">Model Queries<br>↓</th> <th class="result-head-2">Generation Time<br>↓</th>
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<th class="result-head">Subjective Quality<br>↑</th> <th class="result-head">Subjective Text Align<br>↑</th>
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<th class="result-head-2">CLAP<sub>T</sub><br>↑</th> <th class="result-head-2">CLAP<sub>A</sub><br>↑</th>
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<th class="result-head-2">FAD<br>↓</th> <th class="result-head-2">FD<br>↓</th> <th class="result-head-2">KLD<br>↓</th>
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</tr>
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</thead>
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<tbody>
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<tr class="result-row" style="color: #a0a0a0">
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<td class="result-data">Diffusion (Baseline)</td> <td class="result-data">400</td>
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<td class="result-data">24.57</td> <td class="result-data">72.79</td>
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<td class="result-data">1.908</td> <td class="result-data">19.57</td> <td class="result-data">1.350</td>
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<tr class="result-row-2" style="color: #898989">
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<td class="result-data-small"><span style="font-weight: 400;">AudioLDM-L (Baseline)</span></td>
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<td class="result-data-2">400</td> <td class="result-data-2">-</td> <td class="result-data">-</td>
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<td class="result-data">-</td> <td class="result-data-2">-</td> <td class="result-data-2">-</td>
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<td class="result-data-2"><span style="font-weight: 400;">2.08</span></td> <td class="result-data-2">27.12</td>
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<td class="result-data-2">1.86</td>
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</tr>
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<tr class="result-row-2" style="color: #898989">
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<td class="result-data-small"><span style="font-weight: 400;">TANGO (Baseline)</span></td>
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<td class="result-data-2">400</td> <td class="result-data-2">168</td>
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<td class="result-data"><b>4.136</b></td> <td class="result-data"><b>4.064</b></td>
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<td class="result-data-2"><span style="font-weight: 400;">24.10</span></td> <td class="result-data-2"><b>72.85</b></td>
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<td class="result-data-2"><b>1.631</b></td> <td class="result-data-2"><b>20.11</b></td>
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<td class="result-data-2">1.362</td>
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</tr>
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<tr class="result-row">
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<td class="result-data">Consistency + CLAP FT (Ours)</td> <td class="result-data">1</td>
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<td class="result-data">24.69</td> <td class="result-data">72.54</td>
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<td class="result-data">2.406</td> <td class="result-data">20.97</td> <td class="result-data">1.358</td>
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<td class="result-data-small"><span style="font-weight: 400;">ConsistencyTTA + CLAP-FT</span></td>
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<td class="result-data-2"><b>1</b></td> <td class="result-data-2"><b>2.3</b></td>
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<td class="result-data">3.830</td> <td class="result-data"><b>4.064</b></td>
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<td class="result-data-2"><b>24.69</b></td> <td class="result-data-2"><span style="font-weight: 400;">72.54</span></td>
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<td class="result-data-2">2.406</td> <td class="result-data-2"><span style="font-weight: 400;">20.97</span></td>
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<td class="result-data-2"><span style="font-weight: 400;">1.358</span></td>
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</tr>
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<tr class="result-row">
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<td class="result-data">Consistency (Ours)</td> <td class="result-data">1</td>
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<td class="result-data">22.50</td> <td class="result-data">72.30</td>
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<td class="result-data">2.575</td> <td class="result-data">22.08</td> <td class="result-data">1.354</td>
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<td class="result-data-small"><span style="font-weight: 400;">ConsistencyTTA</span></td>
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<td class="result-data-2"><b>1</b></td> <td class="result-data-2"><b>2.3</b></td>
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<td class="result-data"><span style="font-weight: 400;">3.902</span></td> <td class="result-data">4.010</td>
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<td class="result-data-2">22.50</td> <td class="result-data-2">72.30</td>
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<td class="result-data-2">2.575</td> <td class="result-data-2">22.08</td>
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<td class="result-data-2"><b>1.354</b></td>
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</tr>
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<tr class="result-row-2-small" style="color: #898989">
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<td class="result-data"><span style="font-weight: 400;">Ground Truth</span></td>
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<td class="result-data-2">-</td> <td class="result-data-2">-</td>
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<td class="result-data">-</td> <td class="result-data">-</td>
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<td class="result-data-2">26.71</td> <td class="result-data-2">100</td>
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<td class="result-data-2">-</td> <td class="result-data-2">-</td> <td class="result-data-2">-</td>
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</tr>
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</tbody>
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</table>

‎poster.pdf

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‎styles.css

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@@ -46,7 +46,7 @@ header h3 {
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.section {
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font-weight: 400;
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max-width: 850px;
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max-width: 900px;
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margin: 20px auto;
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padding: 20px;
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padding-top: 10px;
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/* Base table styles */
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.result-table {
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max-width: 840px;
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max-width: 880px;
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width: 100%;
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border-collapse: collapse;
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margin: auto;
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margin: 12px auto;
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box-shadow: 0 0 15px rgba(0, 0, 0, 0.1);
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overflow: hidden;
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font-weight: 300;
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}
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/* Header styles */
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padding: 8px 12px;
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}
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.result-head-2 {
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background-color: #55687a; /* Slightly lighter background color */
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color: #ecf0f1;
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font-weight: bold;
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text-align: left;
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padding: 8px 12px;
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}
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/* Row & data styles */
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.result-row:nth-of-type(odd) {
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background-color: #f7f9fc;
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.result-row {
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background-color: #e7e9ee;
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}
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.result-row-2 {
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background-color: #ffffff;
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}
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.result-row:hover {
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.result-data {
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padding: 7px 12px;
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border-bottom: 1px solid #e7ebef;
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background-color: #dfe3f241;
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font-size: 1.2em;
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}
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.result-data-2 {
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padding: 7px 12px;
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border-bottom: 1px solid #e7ebef;
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font-size: 1.2em;
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}
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.result-data-small {
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padding: 7px 12px;
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border-bottom: 1px solid #e7ebef;
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background-color: #dfe3f241;
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}
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/* Optional: Add transitions for smoother hover effects */

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