Model name
stringlengths 16
53
| Avg. WER
float64 6.67
36.1
| RTF
float64 0.2
24.5
| AMI WER
float64 14
91.1
| Earnings22 WER
float64 11.3
50.5
| Gigaspeech WER
float64 9.55
38.2
| LS Clean WER
float64 1.38
15.1
| LS Other WER
float64 2.48
23.1
| SPGISpeech WER
float64 2.06
20.7
| Tedlium WER
float64 3.53
26.9
| Voxpopuli WER
float64 5.39
24.5
| Common Voice WER
float64 5.8
41.8
|
|---|---|---|---|---|---|---|---|---|---|---|---|
nvidia/stt_en_fastconformer_transducer_xxlarge
| 8.074444
| 2.4
| 18.81
| 16.66
| 11.95
| 1.38
| 2.52
| 4.98
| 4.74
| 5.56
| 6.07
|
nvidia/stt_en_fastconformer_transducer_xlarge
| 8.055556
| 2
| 18.28
| 16.37
| 11.58
| 1.5
| 2.88
| 4.4
| 4.49
| 5.74
| 7.26
|
nvidia/stt_en_fastconformer_ctc_xxlarge
| 8.341111
| 0.6
| 17.62
| 16.44
| 11.61
| 1.69
| 3.4
| 4.91
| 4.64
| 6.45
| 8.31
|
nvidia/stt_en_fastconformer_ctc_xlarge
| 8.521111
| 0.4
| 18.41
| 17.89
| 11.84
| 1.73
| 3.47
| 5.04
| 4.71
| 6.09
| 7.51
|
nvidia/stt_en_fastconformer_transducer_large
| 8.937778
| 2
| 20.2
| 19.36
| 12.16
| 1.67
| 3.64
| 4.43
| 4.44
| 6.5
| 8.04
|
nvidia/stt_en_fastconformer_ctc_large
| 8.896667
| 0.2
| 18.59
| 18.67
| 12.15
| 1.95
| 4.04
| 5.03
| 4.74
| 6.34
| 8.56
|
nvidia/stt_en_conformer_transducer_large
| 9.268889
| 3.2
| 22.27
| 19.91
| 12.5
| 1.64
| 3.51
| 4.96
| 5.15
| 6.12
| 7.36
|
nvidia/stt_en_conformer_ctc_large
| 8.393333
| 0.4
| 15.97
| 15.83
| 11.59
| 2.06
| 4.16
| 5.6
| 4.41
| 6.82
| 9.1
|
nvidia/stt_en_conformer_transducer_small
| 10.813333
| 3.1
| 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
| 15.607778
| 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
| 15.805556
| 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
| 15.106667
| 24.5
| 36.02
| 28.38
| 17.4
| 1.71
| 2.97
| 9.31
| 7.52
| 13.49
| 19.16
|
facebook/wav2vec2-base-960h
| 26.406667
| 1.2
| 42.66
| 50.52
| 25.94
| 4.81
| 12.39
| 20.69
| 14.42
| 24.48
| 41.75
|
facebook/wav2vec2-large-960h
| 21.763333
| 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
| 14.465556
| 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
| 16.074444
| 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
| 13.645556
| 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
| 17.004444
| 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
| 17.055556
| 7.8
| 37.63
| 31.52
| 18.77
| 3.11
| 4.8
| 10.71
| 9.02
| 14.86
| 23.08
|
openai/whisper-tiny.en
| 14.955556
| 2.74
| 24.68
| 19.35
| 14.08
| 5.66
| 15.38
| 5.82
| 5.96
| 12.58
| 31.09
|
openai/whisper-small.en
| 9.336667
| 1.78
| 17.88
| 13
| 11.36
| 3.05
| 7.53
| 3.62
| 4.01
| 8.45
| 15.13
|
openai/whisper-base.en
| 11.667778
| 1
| 21.74
| 15.1
| 12.75
| 4.27
| 10.47
| 4.23
| 4.92
| 9.76
| 21.77
|
openai/whisper-medium.en
| 8.503333
| 4.2
| 16.43
| 12.59
| 11.13
| 3.02
| 5.84
| 3.41
| 4.15
| 8
| 11.96
|
openai/whisper-large
| 9.203333
| 7.45
| 17.9
| 15.77
| 11.84
| 3.04
| 6.01
| 3.99
| 4.69
| 8.67
| 10.92
|
openai/whisper-large-v2
| 8.057778
| 7.45
| 16.82
| 12.02
| 10.57
| 2.56
| 5.16
| 3.77
| 4.01
| 7.5
| 10.11
|
facebook/mms-1b-all
| 15.845556
| 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
| 8.313333
| 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
| 9.316667
| 1.26
| 16.02
| 12.89
| 11.26
| 3.6
| 7.67
| 3.77
| 4.8
| 9
| 14.84
|
openai/whisper-large-v3
| 7.701111
| 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
| 7.575556
| 0.6
| 15.6
| 13.69
| 10.27
| 1.83
| 3.54
| 4.2
| 3.53
| 6.52
| 9
|
nvidia/parakeet-ctc-0.6b
| 7.988889
| 0.4
| 16.3
| 14.17
| 10.34
| 1.87
| 3.76
| 4.12
| 3.78
| 6.99
| 10.57
|
nvidia/parakeet-rnnt-1.1b
| 7.041111
| 2.4
| 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
| 2
| 17.56
| 14.9
| 10.07
| 1.62
| 3.06
| 3.47
| 3.87
| 6.05
| 8.07
|
nvidia/parakeet-tdt-1.1b
| 6.948889
| 1.7
| 15.9
| 14.65
| 9.55
| 1.39
| 2.62
| 3.42
| 3.56
| 5.48
| 5.97
|
nvidia/canary-1b
| 6.674444
| 9.8
| 14
| 12.25
| 10.19
| 1.49
| 2.94
| 2.06
| 3.58
| 5.81
| 7.75
|
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