| model,Avg. WER,RTF,AMI WER,Earnings22 WER,Gigaspeech WER,LS Clean WER,LS Other WER,SPGISpeech WER,Tedlium WER,Voxpopuli WER,Common Voice WER | |
| nvidia/stt_en_fastconformer_transducer_xxlarge,8.074444444,14.4,18.81,16.66,11.95,1.38,2.52,4.98,4.74,5.56,6.07 | |
| nvidia/stt_en_fastconformer_transducer_xlarge,8.055555556,12.3,18.28,16.37,11.58,1.5,2.88,4.4,4.49,5.74,7.26 | |
| nvidia/stt_en_fastconformer_ctc_xxlarge,8.341111111,5,17.62,16.44,11.61,1.69,3.4,4.91,4.64,6.45,8.31 | |
| nvidia/stt_en_fastconformer_ctc_xlarge,8.521111111,2.9,18.41,17.89,11.84,1.73,3.47,5.04,4.71,6.09,7.51 | |
| nvidia/stt_en_fastconformer_transducer_large,8.937777778,10.4,20.2,19.36,12.16,1.67,3.64,4.43,4.44,6.5,8.04 | |
| nvidia/stt_en_fastconformer_ctc_large,8.896666667,1.8,18.59,18.67,12.15,1.95,4.04,5.03,4.74,6.34,8.56 | |
| nvidia/stt_en_conformer_transducer_large,9.268888889,21.8,22.27,19.91,12.5,1.64,3.51,4.96,5.15,6.12,7.36 | |
| nvidia/stt_en_conformer_ctc_large,8.393333333,7.5,15.97,15.83,11.59,2.06,4.16,5.6,4.41,6.82,9.1 | |
| nvidia/stt_en_conformer_transducer_small,10.81333333,17.7,20.57,18.37,13.81,2.8,6.49,6.64,6.22,8.07,14.35 | |
| nvidia/stt_en_conformer_ctc_small,11.77,3.2,20.54,18.87,14.5,3.58,7.89,7.75,7.15,9.06,16.59 | |
| speechbrain/asr-wav2vec2-librispeech,15.60777778,2.6,32.17,29.3,17.19,1.87,4.07,10.43,7.78,13.95,23.71 | |
| facebook/hubert-large-ls960-ft,15.93,2.6,33.82,28.82,17.9,1.98,4.08,10.57,8.55,14.53,23.12 | |
| facebook/hubert-xlarge-ls960-ft,15.80555556,6.3,33.65,29.64,18.12,1.99,3.57,10.36,8.6,14.27,22.05 | |
| patrickvonplaten/hubert-xlarge-ls960-ft-4-gram,15.10666667,24.5,36.02,28.38,17.4,1.71,2.97,9.31,7.52,13.49,19.16 | |
| facebook/wav2vec2-base-960h,26.40666667,1.2,42.66,50.52,25.94,4.81,12.39,20.69,14.42,24.48,41.75 | |
| facebook/wav2vec2-large-960h,21.76333333,1.8,40.31,41.21,22.18,3.72,8.12,15.36,11.27,19.69,34.01 | |
| facebook/wav2vec2-large-960h-lv60-self,14.46555556,2.5,30.84,25.04,16.73,1.73,3.74,9.53,7.35,13.08,22.15 | |
| facebook/wav2vec2-large-robust-ft-libri-960h,16.07444444,2.7,31.76,29.51,18.02,2.59,5.25,10.61,9.2,15.16,22.57 | |
| patrickvonplaten/wav2vec2-large-960h-lv60-self-4-gram,13.64555556,20.1,28.85,23.06,16.13,1.75,3.55,9.22,7.29,12.91,20.05 | |
| facebook/wav2vec2-conformer-rel-pos-large-960h-ft,17.00444444,5.2,37.61,31.49,18.74,3.03,4.69,10.71,8.99,14.77,23.01 | |
| facebook/wav2vec2-conformer-rope-large-960h-ft,17.05555556,7.8,37.63,31.52,18.77,3.11,4.8,10.71,9.02,14.86,23.08 | |
| openai/whisper-tiny.en,14.95555556,2.74,24.68,19.35,14.08,5.66,15.38,5.82,5.96,12.58,31.09 | |
| openai/whisper-small.en,9.336666667,1.78,17.88,13,11.36,3.05,7.53,3.62,4.01,8.45,15.13 | |
| openai/whisper-base.en,11.66777778,1,21.74,15.1,12.75,4.27,10.47,4.23,4.92,9.76,21.77 | |
| openai/whisper-medium.en,8.503333333,4.2,16.43,12.59,11.13,3.02,5.84,3.41,4.15,8,11.96 | |
| openai/whisper-large,9.203333333,7.45,17.9,15.77,11.84,3.04,6.01,3.99,4.69,8.67,10.92 | |
| openai/whisper-large-v2,8.057777778,7.45,16.82,12.02,10.57,2.56,5.16,3.77,4.01,7.5,10.11 | |
| facebook/mms-1b-all,15.84555556,5.9,37.78,24.64,19.58,3.63,7.94,8.65,10.23,8.93,21.23 | |
| facebook/mms-1b-fl102,36.08,5.7,91.09,48.29,38.15,15.13,23.13,19.39,26.85,21.15,41.54 | |
| distil-whisper/distil-large-v2,8.313333333,2.08,14.65,12.12,10.31,2.95,6.39,3.28,4.3,8.22,12.6 | |
| distil-whisper/distil-medium.en,9.316666667,1.26,16.02,12.89,11.26,3.6,7.67,3.77,4.8,9,14.84 | |
| openai/whisper-large-v3,7.701111111,7.45,16.01,11.3,10.02,2.03,3.91,2.95,3.9,9.52,9.67 | |
| nvidia/parakeet-ctc-1.1b,7.575555556,5,15.6,13.69,10.27,1.83,3.54,4.2,3.53,6.52,9 | |
| nvidia/parakeet-ctc-0.6b,7.988888889,2.9,16.3,14.17,10.34,1.87,3.76,4.12,3.78,6.99,10.57 | |
| nvidia/parakeet-rnnt-1.1b,7.041111111,14.4,17.1,14.15,9.96,1.46,2.48,3.11,3.92,5.39,5.8 | |
| nvidia/parakeet-rnnt-0.6b,7.63,12.3,17.56,14.9,10.07,1.62,3.06,3.47,3.87,6.05,8.07 |