| Model,Clean Studio WER Gap,Clean Studio CER Gap,Clean Studio Male WER,Clean Studio Female WER,Clean Studio Male CER,Clean Studio Female CER,Clean Studio Male Samples,Clean Studio Female Samples,Ambient Room Noise WER Gap,Ambient Room Noise CER Gap,Ambient Room Noise Male WER,Ambient Room Noise Female WER,Ambient Room Noise Male CER,Ambient Room Noise Female CER,Ambient Room Noise Male Samples,Ambient Room Noise Female Samples,Harsh Environment WER Gap,Harsh Environment CER Gap,Harsh Environment Male WER,Harsh Environment Female WER,Harsh Environment Male CER,Harsh Environment Female CER,Harsh Environment Male Samples,Harsh Environment Female Samples,Distant / Low-Volume Mic WER Gap,Distant / Low-Volume Mic CER Gap,Distant / Low-Volume Mic Male WER,Distant / Low-Volume Mic Female WER,Distant / Low-Volume Mic Male CER,Distant / Low-Volume Mic Female CER,Distant / Low-Volume Mic Male Samples,Distant / Low-Volume Mic Female Samples,Wideband Phone (VoLTE) WER Gap,Wideband Phone (VoLTE) CER Gap,Wideband Phone (VoLTE) Male WER,Wideband Phone (VoLTE) Female WER,Wideband Phone (VoLTE) Male CER,Wideband Phone (VoLTE) Female CER,Wideband Phone (VoLTE) Male Samples,Wideband Phone (VoLTE) Female Samples,Randomized Phone Channel WER Gap,Randomized Phone Channel CER Gap,Randomized Phone Channel Male WER,Randomized Phone Channel Female WER,Randomized Phone Channel Male CER,Randomized Phone Channel Female CER,Randomized Phone Channel Male Samples,Randomized Phone Channel Female Samples,Narrowband 2G + Packet Loss WER Gap,Narrowband 2G + Packet Loss CER Gap,Narrowband 2G + Packet Loss Male WER,Narrowband 2G + Packet Loss Female WER,Narrowband 2G + Packet Loss Male CER,Narrowband 2G + Packet Loss Female CER,Narrowband 2G + Packet Loss Male Samples,Narrowband 2G + Packet Loss Female Samples,Average WER Gap,Average CER Gap |
| badrex/Ethio-ASR-amharic,2.12,1.05,35.22,37.35,12.72,13.77,5998,9967,2.86,1.43,36.96,39.82,13.79,15.22,5998,9967,4.16,2.33,39.53,43.69,15.58,17.9,5998,9967,2.01,1.03,35.39,37.4,12.79,13.82,5998,9967,8.36,6.12,40.0,48.37,15.48,21.6,5998,9967,8.93,7.06,41.19,50.11,16.44,23.5,5998,9967,12.53,15.49,67.07,79.6,40.71,56.2,5998,9967,5.85,4.93 |
| badrex/Ethio-ASR-multilingual-300M,6.52,3.62,58.81,65.33,25.25,28.87,5998,9967,9.45,6.81,62.77,72.21,28.06,34.88,5998,9967,11.84,10.47,69.8,81.64,34.11,44.58,5998,9967,6.41,3.51,58.94,65.36,25.31,28.82,5998,9967,18.88,19.56,74.04,92.91,35.74,55.3,5998,9967,18.52,19.47,76.92,95.44,38.6,58.07,5998,9967,8.64,16.32,123.06,131.7,97.71,114.03,5998,9967,11.47,11.4 |
| badrex/Ethio-ASR-multilingual-600M,2.62,1.48,46.62,49.25,20.83,22.31,5998,9967,4.44,3.12,48.92,53.36,22.37,25.49,5998,9967,6.05,4.55,52.34,58.38,25.05,29.6,5998,9967,2.73,1.63,46.82,49.55,20.92,22.55,5998,9967,11.87,11.0,53.32,65.18,25.83,36.84,5998,9967,11.73,11.87,54.74,66.47,26.92,38.79,5998,9967,10.15,18.23,83.36,93.51,57.47,75.7,5998,9967,7.08,7.41 |
| badrex/Ethio-ASR-multilingual-94M,5.41,2.98,55.84,61.25,23.29,26.27,5998,9967,6.68,3.9,58.79,65.47,25.18,29.08,5998,9967,8.35,5.58,63.52,71.87,28.38,33.96,5998,9967,5.37,2.96,55.86,61.23,23.33,26.29,5998,9967,12.59,10.31,66.11,78.7,30.15,40.46,5998,9967,12.39,11.01,68.22,80.6,31.37,42.38,5998,9967,5.97,14.5,93.32,99.29,62.46,76.96,5998,9967,8.11,7.32 |
| facebook/mms-1b-all,0.19,0.91,100.48,100.67,80.51,81.42,5998,9967,0.44,0.84,100.13,100.57,81.32,82.16,5998,9967,0.52,1.09,100.08,100.6,81.73,82.82,5998,9967,0.19,1.0,100.54,100.73,80.47,81.46,5998,9967,0.59,2.1,100.39,100.98,81.68,83.79,5998,9967,0.89,2.53,100.41,101.3,81.59,84.13,5998,9967,2.78,3.82,103.16,105.95,86.87,90.69,5998,9967,0.8,1.76 |
| omniASR_CTC_1B_v2,3.19,0.97,41.71,44.9,13.65,14.62,5998,9967,0.88,3.1,61.3,62.19,14.29,17.4,5998,9967,2.8,6.37,62.33,65.13,15.55,21.92,5998,9967,2.84,1.12,41.47,44.31,13.67,14.79,5998,9967,4.99,10.89,62.22,67.21,15.73,26.62,5998,9967,5.82,12.14,63.12,68.94,16.7,28.84,5998,9967,5.42,8.04,88.62,94.03,73.09,81.12,5998,9967,3.7,6.09 |
| omniASR_CTC_300M_v2,3.42,1.67,52.03,55.45,17.89,19.56,5998,9967,2.91,3.58,63.79,66.7,18.17,21.75,5998,9967,4.39,6.17,65.61,70.0,20.2,26.37,5998,9967,3.34,1.83,52.24,55.58,17.86,19.69,5998,9967,8.34,12.42,66.98,75.32,21.22,33.64,5998,9967,8.61,14.0,68.74,77.35,22.73,36.73,5998,9967,3.64,6.74,93.45,97.09,72.66,79.4,5998,9967,4.95,6.63 |
| omniASR_CTC_3B_v2,2.64,1.19,31.87,34.51,10.77,11.96,5998,9967,0.1,2.24,56.8,56.9,12.26,14.49,5998,9967,1.26,3.9,56.17,57.44,13.06,16.96,5998,9967,2.61,1.25,31.66,34.27,10.58,11.83,5998,9967,0.62,4.54,57.56,58.17,13.14,17.68,5998,9967,2.15,6.49,58.59,60.75,13.79,20.28,5998,9967,14.78,21.82,69.43,84.21,47.7,69.52,5998,9967,3.45,5.92 |
| omniASR_LLM_1B_v2,1.85,0.34,32.38,34.22,11.14,11.48,5998,9967,-2.56,1.09,77.99,75.43,15.41,16.5,5998,9967,-6.16,1.86,78.02,71.85,16.56,18.42,5998,9967,1.38,0.42,32.5,33.89,11.15,11.57,5998,9967,-1.11,5.69,79.55,78.44,16.85,22.54,5998,9967,-1.68,6.34,79.4,77.73,17.35,23.7,5998,9967,17.09,24.12,82.94,100.03,45.68,69.8,5998,9967,1.26,5.7 |
| omniASR_LLM_300M_v2,-0.09,0.51,42.43,42.34,13.89,14.4,5998,9967,1.53,2.33,81.8,83.33,17.5,19.83,5998,9967,2.51,3.66,83.63,86.14,19.29,22.95,5998,9967,0.84,0.69,46.47,47.31,14.28,14.97,5998,9967,0.36,6.63,81.33,81.69,19.65,26.28,5998,9967,0.42,7.15,81.35,81.77,20.58,27.73,5998,9967,11.0,15.21,88.24,99.24,53.7,68.9,5998,9967,2.37,5.17 |
| omniASR_LLM_3B_v2,1.2,0.43,26.56,27.76,9.94,10.36,5998,9967,-5.7,1.22,78.17,72.47,15.26,16.48,5998,9967,-11.3,2.15,76.41,65.11,16.11,18.26,5998,9967,1.62,0.68,26.27,27.89,9.84,10.52,5998,9967,-10.3,5.52,67.68,57.38,15.43,20.95,5998,9967,-5.47,8.18,65.21,59.75,16.03,24.21,5998,9967,14.29,17.3,82.38,96.67,54.0,71.3,5998,9967,-2.24,5.07 |
| openai/whisper-small,27.23,24.84,145.15,172.39,136.52,161.35,5998,9967,24.61,21.33,148.83,173.44,139.4,160.73,5998,9967,20.77,19.99,157.17,177.94,147.76,167.75,5998,9967,19.36,16.89,148.98,168.34,139.94,156.84,5998,9967,27.55,25.84,138.25,165.8,130.06,155.9,5998,9967,17.07,17.44,147.95,165.03,138.37,155.81,5998,9967,57.4,45.86,215.07,272.47,198.08,243.94,5998,9967,27.71,24.6 |
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