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README.md
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@@ -69,696 +69,670 @@ The model is specifically adapted to handle the linguistic nuances, accents, and
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## 📈 Evaluations:
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We benchmark MERaLiON-2 series models with extended [AudioBench benchmark](https://github.com/AudioLLMs/AudioBench) | [LeaderBoard](https://huggingface.co/spaces/MERaLiON/AudioBench-Leaderboard) against several recently released open-source multimodal models — SALMONN-7B, Qwen2.5-Omni series and Phi-4-Multimodal — as well as two cascade model. The MERaLiON-2 series models shows stronger performance on a wide range of audio/speech understanding tasks.
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**Automatic Speech Recognition (ASR) results**
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</tr>
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<tr>
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<td style="text-align: center;"><strong>imda_part5_30s_asr</strong></td>
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| 716 |
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<td style="text-align: center;">0.154</td>
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<td style="text-align: center;">0.202</td>
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<td style="text-align: center;">0.168</td>
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<td style="text-align: center; background-color: #06a2a2;"><strong><u>0.140</u></strong></td>
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<td style="text-align: center;">0.149</td>
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<td style="text-align: center;">0.237</td>
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<td style="text-align: center;">0.239</td>
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<td style="text-align: center;">0.280</td>
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<td style="text-align: center;">0.374</td>
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| 725 |
-
<td style="text-align: center;">0.375</td>
|
| 726 |
-
<td style="text-align: center;">0.218</td>
|
| 727 |
-
<td style="text-align: center;">0.214</td>
|
| 728 |
-
</tr>
|
| 729 |
-
<tr>
|
| 730 |
-
<td style="text-align: center;"><strong>imda_part6_30s_asr</strong></td>
|
| 731 |
-
<td style="text-align: center;">0.109</td>
|
| 732 |
-
<td style="text-align: center;">0.149</td>
|
| 733 |
-
<td style="text-align: center;">0.127</td>
|
| 734 |
-
<td style="text-align: center; background-color: #06a2a2;"><strong><u>0.099</u></strong></td>
|
| 735 |
-
<td style="text-align: center;">0.110</td>
|
| 736 |
-
<td style="text-align: center;">0.198</td>
|
| 737 |
-
<td style="text-align: center;">0.144</td>
|
| 738 |
-
<td style="text-align: center;">0.183</td>
|
| 739 |
-
<td style="text-align: center;">0.275</td>
|
| 740 |
-
<td style="text-align: center;">0.255</td>
|
| 741 |
-
<td style="text-align: center;">0.175</td>
|
| 742 |
-
<td style="text-align: center;">0.172</td>
|
| 743 |
-
</tr>
|
| 744 |
-
<tr>
|
| 745 |
-
<td style="text-align: center;"><strong>average</strong></td>
|
| 746 |
-
<td style="text-align: center;">0.144</td>
|
| 747 |
-
<td style="text-align: center;">0.180</td>
|
| 748 |
-
<td style="text-align: center;">0.169</td>
|
| 749 |
-
<td style="text-align: center; background-color: #06a2a2;"><strong><u>0.130</u></strong></td>
|
| 750 |
-
<td style="text-align: center;">0.145</td>
|
| 751 |
-
<td style="text-align: center;">0.274</td>
|
| 752 |
-
<td style="text-align: center;">0.449</td>
|
| 753 |
-
<td style="text-align: center;">0.389</td>
|
| 754 |
-
<td style="text-align: center;">0.439</td>
|
| 755 |
-
<td style="text-align: center;">0.441</td>
|
| 756 |
-
<td style="text-align: center;">0.256</td>
|
| 757 |
-
<td style="text-align: center;">0.252</td>
|
| 758 |
-
</tr>
|
| 759 |
-
</tbody>
|
| 760 |
-
</table>
|
| 761 |
-
</div>
|
| 762 |
|
| 763 |
|
| 764 |
## 🔧 How to Use
|
|
|
|
| 69 |
## 📈 Evaluations:
|
| 70 |
We benchmark MERaLiON-2 series models with extended [AudioBench benchmark](https://github.com/AudioLLMs/AudioBench) | [LeaderBoard](https://huggingface.co/spaces/MERaLiON/AudioBench-Leaderboard) against several recently released open-source multimodal models — SALMONN-7B, Qwen2.5-Omni series and Phi-4-Multimodal — as well as two cascade model. The MERaLiON-2 series models shows stronger performance on a wide range of audio/speech understanding tasks.
|
| 71 |
|
| 72 |
+
<style type="text/css">
|
| 73 |
+
|
| 74 |
+
td.s {
|
| 75 |
+
font-weight: bold;
|
| 76 |
+
text-align: center;
|
| 77 |
+
}
|
| 78 |
+
|
| 79 |
+
td.style3 {
|
| 80 |
+
text-align: center;
|
| 81 |
+
}
|
| 82 |
+
|
| 83 |
+
td.style4 {
|
| 84 |
+
text-align: center;
|
| 85 |
+
font-weight: bold;
|
| 86 |
+
}
|
| 87 |
+
|
| 88 |
+
td.column5 {
|
| 89 |
+
text-align: center;
|
| 90 |
+
background-color: #06a2a2;
|
| 91 |
+
}
|
| 92 |
+
|
| 93 |
+
</style>
|
| 94 |
+
|
| 95 |
**Automatic Speech Recognition (ASR) results**
|
| 96 |
+
<table class="sheet0 gridlines">
|
| 97 |
+
<tbody>
|
| 98 |
+
<tr class="row0">
|
| 99 |
+
<td class="column0 style5 s style1">task_type</td>
|
| 100 |
+
<td class="column1 style1 s">dataset</td>
|
| 101 |
+
<td class="column2 style2 s">MERaLiON-1</td>
|
| 102 |
+
<td class="column3 style2 s">MERaLiON-2-3B</td>
|
| 103 |
+
<td class="column4 style2 s">MERaLiON-2-10B</td>
|
| 104 |
+
<td class="column5 style2 s">MERaLiON-2-10B-ASR</td>
|
| 105 |
+
<td class="column6 style2 s">Phi-4-multimodal-instruct</td>
|
| 106 |
+
<td class="column7 style2 s">Qwen2.5-Omni-3B</td>
|
| 107 |
+
<td class="column8 style2 s">Qwen2.5-Omni-7B</td>
|
| 108 |
+
<td class="column9 style2 s">SeaLLMs-Audio-7B</td>
|
| 109 |
+
<td class="column10 style2 s">SALMONN-7B</td>
|
| 110 |
+
<td class="column11 style2 s">cascade-whisper_v2+sealion</td>
|
| 111 |
+
<td class="column12 style2 s">cascade-whisper_v3+llama</td>
|
| 112 |
+
</tr>
|
| 113 |
+
<tr class="row1">
|
| 114 |
+
<td class="column0 style5 s" rowspan="10">English</td>
|
| 115 |
+
<td class="column1 style1 s">common_voice_15_en</td>
|
| 116 |
+
<td class="column2 style3 n">0.077</td>
|
| 117 |
+
<td class="column3 style3 n">0.093</td>
|
| 118 |
+
<td class="column4 style3 n">0.090</td>
|
| 119 |
+
<td class="column5 style4 n">0.076</td>
|
| 120 |
+
<td class="column6 style3 n">0.079</td>
|
| 121 |
+
<td class="column7 style3 n">0.088</td>
|
| 122 |
+
<td class="column8 style3 n">0.080</td>
|
| 123 |
+
<td class="column9 style3 n">0.158</td>
|
| 124 |
+
<td class="column10 style3 n">0.320</td>
|
| 125 |
+
<td class="column11 style3 n">0.105</td>
|
| 126 |
+
<td class="column12 style3 n">0.098</td>
|
| 127 |
+
</tr>
|
| 128 |
+
<tr class="row2">
|
| 129 |
+
<td class="column1 style1 s">earnings21</td>
|
| 130 |
+
<td class="column2 style3 n">0.138</td>
|
| 131 |
+
<td class="column3 style3 n">0.219</td>
|
| 132 |
+
<td class="column4 style3 n">0.108</td>
|
| 133 |
+
<td class="column5 style4 n">0.092</td>
|
| 134 |
+
<td class="column6 style3 n">0.131</td>
|
| 135 |
+
<td class="column7 style3 n">0.147</td>
|
| 136 |
+
<td class="column8 style3 n">0.189</td>
|
| 137 |
+
<td class="column9 style3 n">0.379</td>
|
| 138 |
+
<td class="column10 style3 n">0.277</td>
|
| 139 |
+
<td class="column11 style3 n">0.141</td>
|
| 140 |
+
<td class="column12 style3 n">0.109</td>
|
| 141 |
+
</tr>
|
| 142 |
+
<tr class="row3">
|
| 143 |
+
<td class="column1 style1 s">earnings22</td>
|
| 144 |
+
<td class="column2 style3 n">0.166</td>
|
| 145 |
+
<td class="column3 style3 n">0.239</td>
|
| 146 |
+
<td class="column4 style3 n">0.151</td>
|
| 147 |
+
<td class="column5 style4 n">0.128</td>
|
| 148 |
+
<td class="column6 style3 n">0.226</td>
|
| 149 |
+
<td class="column7 style3 n">0.197</td>
|
| 150 |
+
<td class="column8 style3 n">0.241</td>
|
| 151 |
+
<td class="column9 style3 n">0.456</td>
|
| 152 |
+
<td class="column10 style3 n">0.380</td>
|
| 153 |
+
<td class="column11 style3 n">0.172</td>
|
| 154 |
+
<td class="column12 style3 n">0.146</td>
|
| 155 |
+
</tr>
|
| 156 |
+
<tr class="row4">
|
| 157 |
+
<td class="column1 style1 s">gigaspeech</td>
|
| 158 |
+
<td class="column2 style3 n">0.145</td>
|
| 159 |
+
<td class="column3 style3 n">0.092</td>
|
| 160 |
+
<td class="column4 style3 n">0.090</td>
|
| 161 |
+
<td class="column5 style4 n">0.088</td>
|
| 162 |
+
<td class="column6 style3 n">0.099</td>
|
| 163 |
+
<td class="column7 style3 n">0.114</td>
|
| 164 |
+
<td class="column8 style3 n">0.140</td>
|
| 165 |
+
<td class="column9 style3 n">0.127</td>
|
| 166 |
+
<td class="column10 style3 n">0.110</td>
|
| 167 |
+
<td class="column11 style3 n">0.100</td>
|
| 168 |
+
<td class="column12 style3 n">0.095</td>
|
| 169 |
+
</tr>
|
| 170 |
+
<tr class="row5">
|
| 171 |
+
<td class="column1 style1 s">librispeech_clean</td>
|
| 172 |
+
<td class="column2 style3 n">0.024</td>
|
| 173 |
+
<td class="column3 style3 n">0.027</td>
|
| 174 |
+
<td class="column4 style3 n">0.025</td>
|
| 175 |
+
<td class="column5 style3 n">0.021</td>
|
| 176 |
+
<td class="column6 style4 n">0.017</td>
|
| 177 |
+
<td class="column7 style3 n">0.021</td>
|
| 178 |
+
<td class="column8 style3 n">0.044</td>
|
| 179 |
+
<td class="column9 style3 n">0.051</td>
|
| 180 |
+
<td class="column10 style3 n">0.096</td>
|
| 181 |
+
<td class="column11 style3 n">0.033</td>
|
| 182 |
+
<td class="column12 style3 n">0.018</td>
|
| 183 |
+
</tr>
|
| 184 |
+
<tr class="row6">
|
| 185 |
+
<td class="column1 style1 s">librispeech_other</td>
|
| 186 |
+
<td class="column2 style3 n">0.042</td>
|
| 187 |
+
<td class="column3 style3 n">0.051</td>
|
| 188 |
+
<td class="column4 style3 n">0.047</td>
|
| 189 |
+
<td class="column5 style3 n">0.040</td>
|
| 190 |
+
<td class="column6 style3 n">0.039</td>
|
| 191 |
+
<td class="column7 style3 n">0.045</td>
|
| 192 |
+
<td class="column8 style3 n">0.069</td>
|
| 193 |
+
<td class="column9 style3 n">0.097</td>
|
| 194 |
+
<td class="column10 style3 n">0.118</td>
|
| 195 |
+
<td class="column11 style3 n">0.054</td>
|
| 196 |
+
<td class="column12 style4 n">0.036</td>
|
| 197 |
+
</tr>
|
| 198 |
+
<tr class="row7">
|
| 199 |
+
<td class="column1 style1 s">peoples_speech</td>
|
| 200 |
+
<td class="column2 style3 n">0.216</td>
|
| 201 |
+
<td class="column3 style3 n">0.206</td>
|
| 202 |
+
<td class="column4 style3 n">0.205</td>
|
| 203 |
+
<td class="column5 style3 n">0.196</td>
|
| 204 |
+
<td class="column6 style3 n">0.215</td>
|
| 205 |
+
<td class="column7 style3 n">0.262</td>
|
| 206 |
+
<td class="column8 style3 n">0.312</td>
|
| 207 |
+
<td class="column9 style3 n">0.375</td>
|
| 208 |
+
<td class="column10 style3 n">0.242</td>
|
| 209 |
+
<td class="column11 style3 n">0.203</td>
|
| 210 |
+
<td class="column12 style4 n">0.145</td>
|
| 211 |
+
</tr>
|
| 212 |
+
<tr class="row8">
|
| 213 |
+
<td class="column1 style1 s">tedlium3</td>
|
| 214 |
+
<td class="column2 style3 n">0.082</td>
|
| 215 |
+
<td class="column3 style3 n">0.035</td>
|
| 216 |
+
<td class="column4 style3 n">0.035</td>
|
| 217 |
+
<td class="column5 style3 n">0.031</td>
|
| 218 |
+
<td class="column6 style4 n">0.029</td>
|
| 219 |
+
<td class="column7 style3 n">0.048</td>
|
| 220 |
+
<td class="column8 style3 n">0.049</td>
|
| 221 |
+
<td class="column9 style3 n">0.047</td>
|
| 222 |
+
<td class="column10 style3 n">0.039</td>
|
| 223 |
+
<td class="column11 style3 n">0.049</td>
|
| 224 |
+
<td class="column12 style3 n">0.038</td>
|
| 225 |
+
</tr>
|
| 226 |
+
<tr class="row9">
|
| 227 |
+
<td class="column1 style1 s">tedlium3_long_form</td>
|
| 228 |
+
<td class="column2 style3 n">0.105</td>
|
| 229 |
+
<td class="column3 style3 n">0.138</td>
|
| 230 |
+
<td class="column4 style3 n">0.044</td>
|
| 231 |
+
<td class="column5 style4 n">0.035</td>
|
| 232 |
+
<td class="column6 style3 n">0.051</td>
|
| 233 |
+
<td class="column7 style3 n">0.071</td>
|
| 234 |
+
<td class="column8 style3 n">0.084</td>
|
| 235 |
+
<td class="column9 style3 n">0.090</td>
|
| 236 |
+
<td class="column10 style3 n">0.141</td>
|
| 237 |
+
<td class="column11 style3 n">0.086</td>
|
| 238 |
+
<td class="column12 style3 n">0.049</td>
|
| 239 |
+
</tr>
|
| 240 |
+
<tr class="row10">
|
| 241 |
+
<td class="column1 style1 s">average</td>
|
| 242 |
+
<td class="column2 style3 n">0.111</td>
|
| 243 |
+
<td class="column3 style3 n">0.122</td>
|
| 244 |
+
<td class="column4 style3 n">0.088</td>
|
| 245 |
+
<td class="column5 style4 n">0.079</td>
|
| 246 |
+
<td class="column6 style3 n">0.098</td>
|
| 247 |
+
<td class="column7 style3 n">0.110</td>
|
| 248 |
+
<td class="column8 style3 n">0.134</td>
|
| 249 |
+
<td class="column9 style3 n">0.198</td>
|
| 250 |
+
<td class="column10 style3 n">0.191</td>
|
| 251 |
+
<td class="column11 style3 n">0.105</td>
|
| 252 |
+
<td class="column12 style3 n">0.082</td>
|
| 253 |
+
</tr>
|
| 254 |
+
<tr class="row11">
|
| 255 |
+
<td class="column0 style5 s" rowspan="14">Inhouse</td>
|
| 256 |
+
<td class="column1 style1 s">cna</td>
|
| 257 |
+
<td class="column2 style3 n">0.145</td>
|
| 258 |
+
<td class="column3 style3 n">0.135</td>
|
| 259 |
+
<td class="column4 style3 n">0.133</td>
|
| 260 |
+
<td class="column5 style4 n">0.127</td>
|
| 261 |
+
<td class="column6 style3 n">0.191</td>
|
| 262 |
+
<td class="column7 style3 n">0.174</td>
|
| 263 |
+
<td class="column8 style3 n">0.183</td>
|
| 264 |
+
<td class="column9 style3 n">0.273</td>
|
| 265 |
+
<td class="column10 style3 n">0.149</td>
|
| 266 |
+
<td class="column11 style3 n">0.152</td>
|
| 267 |
+
<td class="column12 style3 n">0.138</td>
|
| 268 |
+
</tr>
|
| 269 |
+
<tr class="row12">
|
| 270 |
+
<td class="column1 style1 s">idpc</td>
|
| 271 |
+
<td class="column2 style3 n">0.204</td>
|
| 272 |
+
<td class="column3 style3 n">0.177</td>
|
| 273 |
+
<td class="column4 style4 n">0.160</td>
|
| 274 |
+
<td class="column5 style3 n">0.166</td>
|
| 275 |
+
<td class="column6 style3 n">0.261</td>
|
| 276 |
+
<td class="column7 style3 n">0.199</td>
|
| 277 |
+
<td class="column8 style3 n">0.220</td>
|
| 278 |
+
<td class="column9 style3 n">1.165</td>
|
| 279 |
+
<td class="column10 style3 n">0.541</td>
|
| 280 |
+
<td class="column11 style3 n">0.170</td>
|
| 281 |
+
<td class="column12 style3 n">0.162</td>
|
| 282 |
+
</tr>
|
| 283 |
+
<tr class="row13">
|
| 284 |
+
<td class="column1 style1 s">idpc_short</td>
|
| 285 |
+
<td class="column2 style3 n">0.165</td>
|
| 286 |
+
<td class="column3 style3 n">0.151</td>
|
| 287 |
+
<td class="column4 style3 n">0.157</td>
|
| 288 |
+
<td class="column5 style4 n">0.140</td>
|
| 289 |
+
<td class="column6 style3 n">0.539</td>
|
| 290 |
+
<td class="column7 style3 n">0.211</td>
|
| 291 |
+
<td class="column8 style3 n">0.414</td>
|
| 292 |
+
<td class="column9 style3 n">0.719</td>
|
| 293 |
+
<td class="column10 style3 n">0.240</td>
|
| 294 |
+
<td class="column11 style3 n">0.197</td>
|
| 295 |
+
<td class="column12 style3 n">0.153</td>
|
| 296 |
+
</tr>
|
| 297 |
+
<tr class="row14">
|
| 298 |
+
<td class="column1 style1 s">mediacorp</td>
|
| 299 |
+
<td class="column2 style3 n">0.123</td>
|
| 300 |
+
<td class="column3 style3 n">0.123</td>
|
| 301 |
+
<td class="column4 style3 n">0.105</td>
|
| 302 |
+
<td class="column5 style4 n">0.104</td>
|
| 303 |
+
<td class="column6 style3 n">0.198</td>
|
| 304 |
+
<td class="column7 style3 n">0.152</td>
|
| 305 |
+
<td class="column8 style3 n">0.235</td>
|
| 306 |
+
<td class="column9 style3 n">0.400</td>
|
| 307 |
+
<td class="column10 style3 n">0.364</td>
|
| 308 |
+
<td class="column11 style3 n">0.158</td>
|
| 309 |
+
<td class="column12 style3 n">0.151</td>
|
| 310 |
+
</tr>
|
| 311 |
+
<tr class="row15">
|
| 312 |
+
<td class="column1 style1 s">mediacorp_short</td>
|
| 313 |
+
<td class="column2 style3 n">0.128</td>
|
| 314 |
+
<td class="column3 style3 n">0.121</td>
|
| 315 |
+
<td class="column4 style3 n">0.117</td>
|
| 316 |
+
<td class="column5 style3 n">0.118</td>
|
| 317 |
+
<td class="column6 style3 n">0.122</td>
|
| 318 |
+
<td class="column7 style3 n">0.148</td>
|
| 319 |
+
<td class="column8 style3 n">0.141</td>
|
| 320 |
+
<td class="column9 style3 n">0.188</td>
|
| 321 |
+
<td class="column10 style3 n">0.199</td>
|
| 322 |
+
<td class="column11 style3 n">0.154</td>
|
| 323 |
+
<td class="column12 style4 n">0.114</td>
|
| 324 |
+
</tr>
|
| 325 |
+
<tr class="row16">
|
| 326 |
+
<td class="column1 style1 s">parliament</td>
|
| 327 |
+
<td class="column2 style3 n">0.059</td>
|
| 328 |
+
<td class="column3 style3 n">0.185</td>
|
| 329 |
+
<td class="column4 style3 n">0.060</td>
|
| 330 |
+
<td class="column5 style4 n">0.053</td>
|
| 331 |
+
<td class="column6 style3 n">0.278</td>
|
| 332 |
+
<td class="column7 style3 n">0.100</td>
|
| 333 |
+
<td class="column8 style3 n">0.110</td>
|
| 334 |
+
<td class="column9 style3 n">0.194</td>
|
| 335 |
+
<td class="column10 style3 n">0.204</td>
|
| 336 |
+
<td class="column11 style3 n">0.090</td>
|
| 337 |
+
<td class="column12 style3 n">0.065</td>
|
| 338 |
+
</tr>
|
| 339 |
+
<tr class="row17">
|
| 340 |
+
<td class="column1 style1 s">ste</td>
|
| 341 |
+
<td class="column2 style3 n">0.159</td>
|
| 342 |
+
<td class="column3 style3 n">0.263</td>
|
| 343 |
+
<td class="column4 style3 n">0.147</td>
|
| 344 |
+
<td class="column5 style4 n">0.125</td>
|
| 345 |
+
<td class="column6 style3 n">0.297</td>
|
| 346 |
+
<td class="column7 style3 n">0.287</td>
|
| 347 |
+
<td class="column8 style3 n">0.288</td>
|
| 348 |
+
<td class="column9 style3 n">0.734</td>
|
| 349 |
+
<td class="column10 style3 n">0.422</td>
|
| 350 |
+
<td class="column11 style3 n">0.132</td>
|
| 351 |
+
<td class="column12 style3 n">0.144</td>
|
| 352 |
+
</tr>
|
| 353 |
+
<tr class="row18">
|
| 354 |
+
<td class="column1 style1 s">ukusnews</td>
|
| 355 |
+
<td class="column2 style3 n">0.113</td>
|
| 356 |
+
<td class="column3 style3 n">0.174</td>
|
| 357 |
+
<td class="column4 style3 n">0.070</td>
|
| 358 |
+
<td class="column5 style4 n">0.056</td>
|
| 359 |
+
<td class="column6 style3 n">0.075</td>
|
| 360 |
+
<td class="column7 style3 n">0.091</td>
|
| 361 |
+
<td class="column8 style3 n">0.176</td>
|
| 362 |
+
<td class="column9 style3 n">0.176</td>
|
| 363 |
+
<td class="column10 style3 n">0.192</td>
|
| 364 |
+
<td class="column11 style3 n">0.123</td>
|
| 365 |
+
<td class="column12 style3 n">0.089</td>
|
| 366 |
+
</tr>
|
| 367 |
+
<tr class="row19">
|
| 368 |
+
<td class="column1 style1 s">ytb_asr_batch1</td>
|
| 369 |
+
<td class="column2 style3 n">0.107</td>
|
| 370 |
+
<td class="column3 style3 n">0.099</td>
|
| 371 |
+
<td class="column4 style3 n">0.098</td>
|
| 372 |
+
<td class="column5 style4 n">0.092</td>
|
| 373 |
+
<td class="column6 style3 n">0.169</td>
|
| 374 |
+
<td class="column7 style3 n">0.162</td>
|
| 375 |
+
<td class="column8 style3 n">0.174</td>
|
| 376 |
+
<td class="column9 style3 n">0.450</td>
|
| 377 |
+
<td class="column10 style3 n">0.221</td>
|
| 378 |
+
<td class="column11 style3 n">0.125</td>
|
| 379 |
+
<td class="column12 style3 n">0.108</td>
|
| 380 |
+
</tr>
|
| 381 |
+
<tr class="row20">
|
| 382 |
+
<td class="column1 style1 s">ytb_asr_batch2</td>
|
| 383 |
+
<td class="column2 style3 n">0.133</td>
|
| 384 |
+
<td class="column3 style3 n">0.160</td>
|
| 385 |
+
<td class="column4 style3 n">0.111</td>
|
| 386 |
+
<td class="column5 style3 n">0.099</td>
|
| 387 |
+
<td class="column6 style3 n">0.232</td>
|
| 388 |
+
<td class="column7 style3 n">0.245</td>
|
| 389 |
+
<td class="column8 style3 n">0.351</td>
|
| 390 |
+
<td class="column9 style3 n">0.904</td>
|
| 391 |
+
<td class="column10 style3 n">0.350</td>
|
| 392 |
+
<td class="column11 style3 n">0.126</td>
|
| 393 |
+
<td class="column12 style4 n">0.084</td>
|
| 394 |
+
</tr>
|
| 395 |
+
<tr class="row21">
|
| 396 |
+
<td class="column1 style1 s">ytb_asr_batch3_chinese</td>
|
| 397 |
+
<td class="column2 style3 n">0.418</td>
|
| 398 |
+
<td class="column3 style3 n">0.256</td>
|
| 399 |
+
<td class="column4 style3 n">0.191</td>
|
| 400 |
+
<td class="column5 style4 n">0.149</td>
|
| 401 |
+
<td class="column6 style3 n">0.440</td>
|
| 402 |
+
<td class="column7 style3 n">0.250</td>
|
| 403 |
+
<td class="column8 style3 n">0.206</td>
|
| 404 |
+
<td class="column9 style3 n">0.662</td>
|
| 405 |
+
<td class="column10 style3 n">0.886</td>
|
| 406 |
+
<td class="column11 style3 n">0.347</td>
|
| 407 |
+
<td class="column12 style3 n">0.270</td>
|
| 408 |
+
</tr>
|
| 409 |
+
<tr class="row22">
|
| 410 |
+
<td class="column1 style1 s">ytb_asr_batch3_malay</td>
|
| 411 |
+
<td class="column2 style3 n">0.290</td>
|
| 412 |
+
<td class="column3 style3 n">0.280</td>
|
| 413 |
+
<td class="column4 style3 n">0.209</td>
|
| 414 |
+
<td class="column5 style4 n">0.195</td>
|
| 415 |
+
<td class="column6 style3 n">3.763</td>
|
| 416 |
+
<td class="column7 style3 n">2.944</td>
|
| 417 |
+
<td class="column8 style3 n">1.461</td>
|
| 418 |
+
<td class="column9 style3 n">0.766</td>
|
| 419 |
+
<td class="column10 style3 n">1.086</td>
|
| 420 |
+
<td class="column11 style3 n">0.314</td>
|
| 421 |
+
<td class="column12 style3 n">0.312</td>
|
| 422 |
+
</tr>
|
| 423 |
+
<tr class="row23">
|
| 424 |
+
<td class="column1 style1 s">ytb_asr_batch3_tamil</td>
|
| 425 |
+
<td class="column2 style3 n">0.693</td>
|
| 426 |
+
<td class="column3 style3 n">0.750</td>
|
| 427 |
+
<td class="column4 style3 n">0.664</td>
|
| 428 |
+
<td class="column5 style4 n">0.547</td>
|
| 429 |
+
<td class="column6 style3 n">2.750</td>
|
| 430 |
+
<td class="column7 style3 n">1.461</td>
|
| 431 |
+
<td class="column8 style3 n">1.362</td>
|
| 432 |
+
<td class="column9 style3 n">3.617</td>
|
| 433 |
+
<td class="column10 style3 n">0.985</td>
|
| 434 |
+
<td class="column11 style3 n">0.967</td>
|
| 435 |
+
<td class="column12 style3 n">0.898</td>
|
| 436 |
+
</tr>
|
| 437 |
+
<tr class="row24">
|
| 438 |
+
<td class="column1 style1 s">average</td>
|
| 439 |
+
<td class="column2 style3 n">0.210</td>
|
| 440 |
+
<td class="column3 style3 n">0.221</td>
|
| 441 |
+
<td class="column4 style3 n">0.171</td>
|
| 442 |
+
<td class="column5 style4 n">0.152</td>
|
| 443 |
+
<td class="column6 style3 n">0.717</td>
|
| 444 |
+
<td class="column7 style3 n">0.494</td>
|
| 445 |
+
<td class="column8 style3 n">0.409</td>
|
| 446 |
+
<td class="column9 style3 n">0.788</td>
|
| 447 |
+
<td class="column10 style3 n">0.449</td>
|
| 448 |
+
<td class="column11 style3 n">0.235</td>
|
| 449 |
+
<td class="column12 style3 n">0.207</td>
|
| 450 |
+
</tr>
|
| 451 |
+
<tr class="row25">
|
| 452 |
+
<td class="column0 style5 s" rowspan="3">Mandarin</td>
|
| 453 |
+
<td class="column1 style1 s">aishell_asr_zh</td>
|
| 454 |
+
<td class="column2 style3 n">0.128</td>
|
| 455 |
+
<td class="column3 style3 n">0.050</td>
|
| 456 |
+
<td class="column4 style3 n">0.058</td>
|
| 457 |
+
<td class="column5 style3 n">0.043</td>
|
| 458 |
+
<td class="column6 style3 n">0.122</td>
|
| 459 |
+
<td class="column7 style3 n">0.028</td>
|
| 460 |
+
<td class="column8 style4 n">0.024</td>
|
| 461 |
+
<td class="column9 style3 n">0.178</td>
|
| 462 |
+
<td class="column10 style3 n">0.931</td>
|
| 463 |
+
<td class="column11 style3 n">0.209</td>
|
| 464 |
+
<td class="column12 style3 n">0.125</td>
|
| 465 |
+
</tr>
|
| 466 |
+
<tr class="row26">
|
| 467 |
+
<td class="column1 style1 s">commonvoice_zh</td>
|
| 468 |
+
<td class="column2 style3 n">0.327</td>
|
| 469 |
+
<td class="column3 style3 n">0.131</td>
|
| 470 |
+
<td class="column4 style3 n">0.147</td>
|
| 471 |
+
<td class="column5 style3 n">0.118</td>
|
| 472 |
+
<td class="column6 style3 n">0.154</td>
|
| 473 |
+
<td class="column7 style3 n">0.113</td>
|
| 474 |
+
<td class="column8 style4 n">0.076</td>
|
| 475 |
+
<td class="column9 style3 n">0.090</td>
|
| 476 |
+
<td class="column10 style3 n">1.001</td>
|
| 477 |
+
<td class="column11 style3 n">0.319</td>
|
| 478 |
+
<td class="column12 style3 n">0.196</td>
|
| 479 |
+
</tr>
|
| 480 |
+
<tr class="row27">
|
| 481 |
+
<td class="column1 style1 s">average</td>
|
| 482 |
+
<td class="column2 style3 n">0.228</td>
|
| 483 |
+
<td class="column3 style3 n">0.091</td>
|
| 484 |
+
<td class="column4 style3 n">0.102</td>
|
| 485 |
+
<td class="column5 style3 n">0.081</td>
|
| 486 |
+
<td class="column6 style3 n">0.138</td>
|
| 487 |
+
<td class="column7 style3 n">0.071</td>
|
| 488 |
+
<td class="column8 style4 n">0.050</td>
|
| 489 |
+
<td class="column9 style3 n">0.134</td>
|
| 490 |
+
<td class="column10 style3 n">0.966</td>
|
| 491 |
+
<td class="column11 style3 n">0.264</td>
|
| 492 |
+
<td class="column12 style3 n">0.160</td>
|
| 493 |
+
</tr>
|
| 494 |
+
<tr class="row28">
|
| 495 |
+
<td class="column0 style5 s" rowspan="10">SEA</td>
|
| 496 |
+
<td class="column1 style1 s">commonvoice_id</td>
|
| 497 |
+
<td class="column2 style3 n">0.260</td>
|
| 498 |
+
<td class="column3 style3 n">0.085</td>
|
| 499 |
+
<td class="column4 style3 n">0.113</td>
|
| 500 |
+
<td class="column5 style3 n">0.079</td>
|
| 501 |
+
<td class="column6 style3 n">1.327</td>
|
| 502 |
+
<td class="column7 style3 n">0.136</td>
|
| 503 |
+
<td class="column8 style3 n">0.110</td>
|
| 504 |
+
<td class="column9 style3 n">0.124</td>
|
| 505 |
+
<td class="column10 style3 n">1.189</td>
|
| 506 |
+
<td class="column11 style3 n">0.100</td>
|
| 507 |
+
<td class="column12 style4 n">0.078</td>
|
| 508 |
+
</tr>
|
| 509 |
+
<tr class="row29">
|
| 510 |
+
<td class="column1 style1 s">commonvoice_ta</td>
|
| 511 |
+
<td class="column2 style3 n">0.528</td>
|
| 512 |
+
<td class="column3 style3 n">0.139</td>
|
| 513 |
+
<td class="column4 style3 n">0.156</td>
|
| 514 |
+
<td class="column5 style4 n">0.129</td>
|
| 515 |
+
<td class="column6 style3 n">1.178</td>
|
| 516 |
+
<td class="column7 style3 n">0.831</td>
|
| 517 |
+
<td class="column8 style3 n">0.847</td>
|
| 518 |
+
<td class="column9 style3 n">1.297</td>
|
| 519 |
+
<td class="column10 style3 n">1.427</td>
|
| 520 |
+
<td class="column11 style3 n">0.238</td>
|
| 521 |
+
<td class="column12 style3 n">0.244</td>
|
| 522 |
+
</tr>
|
| 523 |
+
<tr class="row30">
|
| 524 |
+
<td class="column1 style1 s">commonvoice_th</td>
|
| 525 |
+
<td class="column2 style3 n">0.847</td>
|
| 526 |
+
<td class="column3 style3 n">0.307</td>
|
| 527 |
+
<td class="column4 style3 n">0.466</td>
|
| 528 |
+
<td class="column5 style3 n">0.635</td>
|
| 529 |
+
<td class="column6 style3 n">1.054</td>
|
| 530 |
+
<td class="column7 style3 n">0.113</td>
|
| 531 |
+
<td class="column8 style3 n">0.104</td>
|
| 532 |
+
<td class="column9 style4 n">0.047</td>
|
| 533 |
+
<td class="column10 style3 n">1.044</td>
|
| 534 |
+
<td class="column11 style3 n">0.093</td>
|
| 535 |
+
<td class="column12 style3 n">0.064</td>
|
| 536 |
+
</tr>
|
| 537 |
+
<tr class="row31">
|
| 538 |
+
<td class="column1 style1 s">commonvoice_vi</td>
|
| 539 |
+
<td class="column2 style3 n">0.922</td>
|
| 540 |
+
<td class="column3 style3 n">0.142</td>
|
| 541 |
+
<td class="column4 style3 n">0.156</td>
|
| 542 |
+
<td class="column5 style3 n">0.142</td>
|
| 543 |
+
<td class="column6 style3 n">1.107</td>
|
| 544 |
+
<td class="column7 style3 n">0.196</td>
|
| 545 |
+
<td class="column8 style3 n">0.184</td>
|
| 546 |
+
<td class="column9 style3 n">0.255</td>
|
| 547 |
+
<td class="column10 style3 n">1.496</td>
|
| 548 |
+
<td class="column11 style3 n">0.157</td>
|
| 549 |
+
<td class="column12 style4 n">0.117</td>
|
| 550 |
+
</tr>
|
| 551 |
+
<tr class="row32">
|
| 552 |
+
<td class="column1 style1 s">fleurs_tamil_ta</td>
|
| 553 |
+
<td class="column2 style3 n">0.462</td>
|
| 554 |
+
<td class="column3 style3 n">0.143</td>
|
| 555 |
+
<td class="column4 style3 n">0.161</td>
|
| 556 |
+
<td class="column5 style4 n">0.138</td>
|
| 557 |
+
<td class="column6 style3 n">1.702</td>
|
| 558 |
+
<td class="column7 style3 n">1.654</td>
|
| 559 |
+
<td class="column8 style3 n">0.867</td>
|
| 560 |
+
<td class="column9 style3 n">2.062</td>
|
| 561 |
+
<td class="column10 style3 n">1.508</td>
|
| 562 |
+
<td class="column11 style3 n">0.272</td>
|
| 563 |
+
<td class="column12 style3 n">0.284</td>
|
| 564 |
+
</tr>
|
| 565 |
+
<tr class="row33">
|
| 566 |
+
<td class="column1 style1 s">gigaspeech2_id</td>
|
| 567 |
+
<td class="column2 style3 n">0.337</td>
|
| 568 |
+
<td class="column3 style3 n">0.178</td>
|
| 569 |
+
<td class="column4 style3 n">0.172</td>
|
| 570 |
+
<td class="column5 style4 n">0.163</td>
|
| 571 |
+
<td class="column6 style3 n">5.804</td>
|
| 572 |
+
<td class="column7 style3 n">0.275</td>
|
| 573 |
+
<td class="column8 style3 n">0.227</td>
|
| 574 |
+
<td class="column9 style3 n">0.316</td>
|
| 575 |
+
<td class="column10 style3 n">2.118</td>
|
| 576 |
+
<td class="column11 style3 n">0.219</td>
|
| 577 |
+
<td class="column12 style3 n">0.193</td>
|
| 578 |
+
</tr>
|
| 579 |
+
<tr class="row34">
|
| 580 |
+
<td class="column1 style1 s">gigaspeech2_th</td>
|
| 581 |
+
<td class="column2 style3 n">0.987</td>
|
| 582 |
+
<td class="column3 style3 n">0.200</td>
|
| 583 |
+
<td class="column4 style3 n">0.200</td>
|
| 584 |
+
<td class="column5 style4 n">0.182</td>
|
| 585 |
+
<td class="column6 style3 n">1.734</td>
|
| 586 |
+
<td class="column7 style3 n">0.300</td>
|
| 587 |
+
<td class="column8 style3 n">0.232</td>
|
| 588 |
+
<td class="column9 style3 n">0.209</td>
|
| 589 |
+
<td class="column10 style3 n">1.247</td>
|
| 590 |
+
<td class="column11 style3 n">0.276</td>
|
| 591 |
+
<td class="column12 style3 n">0.209</td>
|
| 592 |
+
</tr>
|
| 593 |
+
<tr class="row35">
|
| 594 |
+
<td class="column1 style1 s">gigaspeech2_vi</td>
|
| 595 |
+
<td class="column2 style3 n">0.982</td>
|
| 596 |
+
<td class="column3 style3 n">0.168</td>
|
| 597 |
+
<td class="column4 style3 n">0.113</td>
|
| 598 |
+
<td class="column5 style4 n">0.095</td>
|
| 599 |
+
<td class="column6 style3 n">2.504</td>
|
| 600 |
+
<td class="column7 style3 n">0.177</td>
|
| 601 |
+
<td class="column8 style3 n">0.227</td>
|
| 602 |
+
<td class="column9 style3 n">0.189</td>
|
| 603 |
+
<td class="column10 style3 n">1.546</td>
|
| 604 |
+
<td class="column11 style3 n">0.171</td>
|
| 605 |
+
<td class="column12 style3 n">0.155</td>
|
| 606 |
+
</tr>
|
| 607 |
+
<tr class="row36">
|
| 608 |
+
<td class="column1 style1 s">lotus_thai_th</td>
|
| 609 |
+
<td class="column2 style3 n">0.852</td>
|
| 610 |
+
<td class="column3 style3 n">0.015</td>
|
| 611 |
+
<td class="column4 style3 n">0.019</td>
|
| 612 |
+
<td class="column5 style4 n">0.011</td>
|
| 613 |
+
<td class="column6 style3 n">1.286</td>
|
| 614 |
+
<td class="column7 style3 n">0.026</td>
|
| 615 |
+
<td class="column8 style3 n">0.021</td>
|
| 616 |
+
<td class="column9 style3 n">0.025</td>
|
| 617 |
+
<td class="column10 style3 n">1.135</td>
|
| 618 |
+
<td class="column11 style3 n">0.068</td>
|
| 619 |
+
<td class="column12 style3 n">0.032</td>
|
| 620 |
+
</tr>
|
| 621 |
+
<tr class="row37">
|
| 622 |
+
<td class="column1 style1 s">average</td>
|
| 623 |
+
<td class="column2 style3 n">0.686</td>
|
| 624 |
+
<td class="column3 style3 n">0.153</td>
|
| 625 |
+
<td class="column4 style3 n">0.173</td>
|
| 626 |
+
<td class="column5 style3 n">0.175</td>
|
| 627 |
+
<td class="column6 style3 n">1.966</td>
|
| 628 |
+
<td class="column7 style3 n">0.412</td>
|
| 629 |
+
<td class="column8 style3 n">0.313</td>
|
| 630 |
+
<td class="column9 style3 n">0.503</td>
|
| 631 |
+
<td class="column10 style3 n">1.412</td>
|
| 632 |
+
<td class="column11 style3 n">0.177</td>
|
| 633 |
+
<td class="column12 style4 n">0.153</td>
|
| 634 |
+
</tr>
|
| 635 |
+
<tr class="row38">
|
| 636 |
+
<td class="column0 style5 s" rowspan="7">Singlish</td>
|
| 637 |
+
<td class="column1 style1 s">imda_part1_asr</td>
|
| 638 |
+
<td class="column2 style4 n">0.043</td>
|
| 639 |
+
<td class="column3 style3 n">0.049</td>
|
| 640 |
+
<td class="column4 style3 n">0.052</td>
|
| 641 |
+
<td class="column5 style3 n">0.044</td>
|
| 642 |
+
<td class="column6 style3 n">0.058</td>
|
| 643 |
+
<td class="column7 style3 n">0.053</td>
|
| 644 |
+
<td class="column8 style3 n">0.053</td>
|
| 645 |
+
<td class="column9 style3 n">0.129</td>
|
| 646 |
+
<td class="column10 style3 n">0.093</td>
|
| 647 |
+
<td class="column11 style3 n">0.071</td>
|
| 648 |
+
<td class="column12 style3 n">0.069</td>
|
| 649 |
+
</tr>
|
| 650 |
+
<tr class="row39">
|
| 651 |
+
<td class="column1 style1 s">imda_part2_asr</td>
|
| 652 |
+
<td class="column2 style4 n">0.047</td>
|
| 653 |
+
<td class="column3 style3 n">0.058</td>
|
| 654 |
+
<td class="column4 style3 n">0.145</td>
|
| 655 |
+
<td class="column5 style3 n">0.054</td>
|
| 656 |
+
<td class="column6 style3 n">0.345</td>
|
| 657 |
+
<td class="column7 style3 n">0.095</td>
|
| 658 |
+
<td class="column8 style3 n">0.094</td>
|
| 659 |
+
<td class="column9 style3 n">0.290</td>
|
| 660 |
+
<td class="column10 style3 n">0.458</td>
|
| 661 |
+
<td class="column11 style3 n">0.330</td>
|
| 662 |
+
<td class="column12 style3 n">0.319</td>
|
| 663 |
+
</tr>
|
| 664 |
+
<tr class="row40">
|
| 665 |
+
<td class="column1 style1 s">imda_part3_30s_asr</td>
|
| 666 |
+
<td class="column2 style3 n">0.213</td>
|
| 667 |
+
<td class="column3 style3 n">0.264</td>
|
| 668 |
+
<td class="column4 style3 n">0.227</td>
|
| 669 |
+
<td class="column5 style4 n">0.196</td>
|
| 670 |
+
<td class="column6 style3 n">0.438</td>
|
| 671 |
+
<td class="column7 style3 n">0.475</td>
|
| 672 |
+
<td class="column8 style3 n">0.535</td>
|
| 673 |
+
<td class="column9 style3 n">1.195</td>
|
| 674 |
+
<td class="column10 style3 n">0.681</td>
|
| 675 |
+
<td class="column11 style3 n">0.281</td>
|
| 676 |
+
<td class="column12 style3 n">0.277</td>
|
| 677 |
+
</tr>
|
| 678 |
+
<tr class="row41">
|
| 679 |
+
<td class="column1 style1 s">imda_part4_30s_asr</td>
|
| 680 |
+
<td class="column2 style3 n">0.297</td>
|
| 681 |
+
<td class="column3 style3 n">0.360</td>
|
| 682 |
+
<td class="column4 style3 n">0.295</td>
|
| 683 |
+
<td class="column5 style4 n">0.246</td>
|
| 684 |
+
<td class="column6 style3 n">1.470</td>
|
| 685 |
+
<td class="column7 style3 n">1.250</td>
|
| 686 |
+
<td class="column8 style3 n">1.303</td>
|
| 687 |
+
<td class="column9 style3 n">1.865</td>
|
| 688 |
+
<td class="column10 style3 n">0.787</td>
|
| 689 |
+
<td class="column11 style3 n">0.459</td>
|
| 690 |
+
<td class="column12 style3 n">0.458</td>
|
| 691 |
+
</tr>
|
| 692 |
+
<tr class="row42">
|
| 693 |
+
<td class="column1 style1 s">imda_part5_30s_asr</td>
|
| 694 |
+
<td class="column2 style3 n">0.154</td>
|
| 695 |
+
<td class="column3 style3 n">0.202</td>
|
| 696 |
+
<td class="column4 style3 n">0.168</td>
|
| 697 |
+
<td class="column5 style4 n">0.140</td>
|
| 698 |
+
<td class="column6 style3 n">0.239</td>
|
| 699 |
+
<td class="column7 style3 n">0.280</td>
|
| 700 |
+
<td class="column8 style3 n">0.374</td>
|
| 701 |
+
<td class="column9 style3 n">0.631</td>
|
| 702 |
+
<td class="column10 style3 n">0.375</td>
|
| 703 |
+
<td class="column11 style3 n">0.218</td>
|
| 704 |
+
<td class="column12 style3 n">0.214</td>
|
| 705 |
+
</tr>
|
| 706 |
+
<tr class="row43">
|
| 707 |
+
<td class="column1 style1 s">imda_part6_30s_asr</td>
|
| 708 |
+
<td class="column2 style3 n">0.109</td>
|
| 709 |
+
<td class="column3 style3 n">0.149</td>
|
| 710 |
+
<td class="column4 style3 n">0.127</td>
|
| 711 |
+
<td class="column5 style4 n">0.099</td>
|
| 712 |
+
<td class="column6 style3 n">0.144</td>
|
| 713 |
+
<td class="column7 style3 n">0.183</td>
|
| 714 |
+
<td class="column8 style3 n">0.275</td>
|
| 715 |
+
<td class="column9 style3 n">0.665</td>
|
| 716 |
+
<td class="column10 style3 n">0.255</td>
|
| 717 |
+
<td class="column11 style3 n">0.175</td>
|
| 718 |
+
<td class="column12 style3 n">0.172</td>
|
| 719 |
+
</tr>
|
| 720 |
+
<tr class="row44">
|
| 721 |
+
<td class="column1 style1 s">average</td>
|
| 722 |
+
<td class="column2 style3 n">0.144</td>
|
| 723 |
+
<td class="column3 style3 n">0.180</td>
|
| 724 |
+
<td class="column4 style3 n">0.169</td>
|
| 725 |
+
<td class="column5 style4 n">0.130</td>
|
| 726 |
+
<td class="column6 style3 n">0.449</td>
|
| 727 |
+
<td class="column7 style3 n">0.389</td>
|
| 728 |
+
<td class="column8 style3 n">0.439</td>
|
| 729 |
+
<td class="column9 style3 n">0.796</td>
|
| 730 |
+
<td class="column10 style3 n">0.441</td>
|
| 731 |
+
<td class="column11 style3 n">0.256</td>
|
| 732 |
+
<td class="column12 style3 n">0.252</td>
|
| 733 |
+
</tr>
|
| 734 |
+
</tbody>
|
| 735 |
+
</table>
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|
| 736 |
|
| 737 |
|
| 738 |
## 🔧 How to Use
|