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reach-vb
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open-asr-leaderboard-evals-all

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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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