Datasets:

hf-audio
/

open-asr-leaderboard-results

model stringlengths 12 49	RTFx float64 -1 6.4k	License stringclasses 7 values	Size (B) float64 -1 24 ⌀	# Languages float64 1 1.68k ⌀	Encoder stringclasses 6 values	Decoder stringclasses 14 values	AMI WER float64 8.03 86.8	Earnings22 WER float64 8.37 51.9	Gigaspeech WER float64 8.5 42.4	LS Clean WER float64 1.25 22.1	LS Other WER float64 2.37 28.7	SPGISpeech WER float64 1.59 27.6	Voxpopuli WER float64 5.37 32.5
abr-ai/asr-19m-v2-en-32b	2,862.63	applied-brain-research-open-license	0.02	null	null	null	18.76	13.53	15.44	4.66	11.16	3.94	9.88
aquavoice/avalon-v1-en	-1	Proprietary	null	null	null	null	11.58	11.37	9.52	1.68	3.28	2.1	7.33
assemblyai/universal-3-pro	-1	Proprietary	null	99	null	null	13.85	10.9	9.14	1.53	2.7	1.68	6.83
bosonai/higgs-audio-v3-8b-stt-v2	75.66	apache-2.0	8.91	1	Whisper	Qwen3	10.07	8.79	8.5	1.27	2.43	3.6	6.01
distil-whisper/distil-large-v2	202.946441	mit	0.8	null	Whisper	Transformer	14.67	12.19	10.32	2.94	6.84	3.3	8.24
distil-whisper/distil-large-v3	214.421431	mit	0.8	null	Whisper	Transformer	15.16	11.79	10.08	2.54	5.19	3.27	8.25
distil-whisper/distil-large-v3.5	202.03	mit	0.8	1	Whisper	Transformer	14.63	11.29	9.84	2.37	5.04	2.87	8.04
distil-whisper/distil-medium.en	279.733104	mit	0.4	null	Whisper	Transformer	16.12	12.99	11.3	3.69	8.35	3.83	9
distil-whisper/distil-small.en	331.893486	mit	0.2	null	Whisper	Transformer	16.16	13.15	10.87	3.48	7.73	3.82	8.79
efficient-speech/lite-whisper-large-v3	115.83	apache-2.0	1	null	Whisper	Transformer	16.9	11.55	10.26	2.1	4.4	2.85	7.67
efficient-speech/lite-whisper-large-v3-acc	117.8	apache-2.0	1	99	Whisper	Transformer	16.1	11.04	10.1	2	3.91	2.89	8.11
efficient-speech/lite-whisper-large-v3-fast	120.76	apache-2.0	1	null	Whisper	Transformer	19.87	12.48	10.66	2.25	5.19	3.15	7.79
efficient-speech/lite-whisper-large-v3-turbo-acc	191.71	apache-2.0	0.7	null	Whisper	Transformer	16.97	11.53	10.21	2.15	4.6	2.93	8.17
elevenlabs/scribe_v1	-1	Proprietary	null	99	null	null	14.43	12.14	9.66	1.79	3.31	3.3	7.2
elevenlabs/scribe_v2	-1	Proprietary	null	90	null	null	11.86	9.43	9.11	1.54	2.83	2.68	6.8
espnet/owsm_ctc_v3.1_1B	502.02	cc-by-4.0	1.1	null	Whisper	CTC	15.61	13.74	11.88	2.35	5.15	2.87	8.4
espnet/owsm_ctc_v3.2_ft_1B	339.4	cc-by-4.0	1	null	Whisper	CTC	16.64	13.65	11.79	2.63	5.29	2.73	8.02
espnet/owsm_ctc_v4_1B	453.97	cc-by-4.0	1	75	Whisper	CTC	13.1	13.66	10.83	2.59	4.89	2.55	7.35
facebook/data2vec-audio-base-960h	648.138532	apache-2.0	0.09	null	Self-supervised	CTC	47.27	49.56	29.78	12.13	15.48	25.46	27.25
facebook/data2vec-audio-large-960h	470.154204	apache-2.0	0.31	null	Self-supervised	CTC	40.51	37.82	24.8	11.4	12.94	18.49	23.86
facebook/hubert-large-ls960-ft	495.862704	apache-2.0	0.32	null	Self-supervised	CTC	39.72	35.24	25.01	11.35	12.75	18.86	22.7
facebook/hubert-xlarge-ls960-ft	361.317654	apache-2.0	0.96	null	Self-supervised	CTC	39.11	36.13	24.74	11.3	12.22	18.58	22.47
facebook/mms-1b-all	230.794251	cc-by-nc-4.0	0.96	1,100	Self-supervised	CTC	42.02	31.17	26.44	12.63	15.99	16.95	17.63
facebook/mms-1b-fl102	234.423174	cc-by-nc-4.0	0.96	1,100	Self-supervised	CTC	86.78	51.87	42.42	22.07	28.7	26.21	27.97
facebook/omniASR-CTC-7B-v2	267.43	apache-2.0	6.5	1,676	Self-supervised	CTC	23.86	17.11	15.37	2.56	5.6	6.07	8.39
facebook/omniASR-LLM-7B-v2	65.97	apache-2.0	7.8	1,676	Self-supervised	Transformer	20.73	13.48	11.15	1.66	3.64	3.65	6.69
facebook/wav2vec2-base-960h	686.002907	apache-2.0	0.09	null	Self-supervised	CTC	45.56	48.47	30.85	12.53	16.72	27.56	32.48
facebook/wav2vec2-conformer-rel-pos-large-960h-ft	522.456837	apache-2.0	0.62	null	Self-supervised, Conformer-based	CTC	42.39	38.33	24.96	11.2	12.44	18.85	22.39
facebook/wav2vec2-conformer-rope-large-960h-ft	607.869462	apache-2.0	0.6	null	Self-supervised, Conformer-based	CTC	42.47	37.52	25	11.34	12.54	18.87	22.61
facebook/wav2vec2-large-960h	516.579659	apache-2.0	0.32	null	Self-supervised	CTC	42.66	43.75	27.74	12.81	15.46	22.82	30.09
facebook/wav2vec2-large-960h-lv60-self	509.320417	apache-2.0	0.32	null	Self-supervised	CTC	36.77	31.68	23.94	11.13	12.42	17.94	21.42
facebook/wav2vec2-large-robust-ft-libri-960h	503.808561	apache-2.0	0.3	null	Self-supervised	CTC	37.75	36.22	25.12	11.84	13.76	19.03	23.27
fixie-ai/ultravox-v0_6-llama-3_1-8b	6.22	mit	0.7	8	Whisper	Llama 3?	21.53	15.35	9.82	2.11	4.35	3.63	8.24
google/chirp	-1	Proprietary	2	100	null	null	15.9	13.25	10.31	3.53	6.38	4.23	8.92
google/chirp_2	-1	Proprietary	null	468	null	null	8.91	12.67	9.8	2.29	5.06	2.4	7.03
google/chirp_3	-1	Proprietary	null	896	null	null	11.8	10.58	9.67	2.04	4.58	3.98	7.52
ibm-granite/granite-speech-3.3-2b	270.57	apache-2.0	3	5	Conformer-based	Granite	8.9	10.25	10.69	1.53	3.26	3.87	5.93
ibm-granite/granite-speech-3.3-8b	145.42	apache-2.0	9	5	Conformer-based	Granite	8.98	9.42	10.19	1.43	2.86	3.91	5.72
ibm-granite/granite-4.0-1b-speech	280.02	apache-2.0	2	6	Conformer-based	Granite	8.44	8.48	10.14	1.42	2.85	3.89	5.84
ibm-granite/granite-speech-4.1-2b	231.29	apache-2.0	2	6	Conformer-based	Granite	8.09	8.37	9.8	1.33	2.5	3.78	5.7
ibm-granite/granite-speech-4.1-2b-nar	879.12	apache-2.0	2	5	Conformer-based	Hybrid CTC-LLM	8.03	8.44	10.16	1.28	2.77	3.33	5.86
kyutai/stt-2.6b-en	88.37	cc-by-4.0	2.6	null	Mimi tokenizer	Transformer	12.17	10.99	9.81	1.7	4.32	2.03	6.79
microsoft/Phi-4-multimodal-instruct	151.1	mit	6	8	Conformer-based	Phi-4-Mini-Instruct	11.09	10.16	9.33	1.69	3.82	3.06	6.04
microsoft/VibeVoice-ASR-HF	51.8	mit	8	50	Custom	Qwen2	17.2	13.17	9.67	2.2	5.51	3.8	8.01
mistralai/Voxtral-Mini-3B-2507	109.86	apache-2.0	5	8	Whisper	Ministral 3B	16.3	10.69	10.24	1.88	4.1	2.37	7.14
mistralai/Voxtral-Mini-4B-Realtime-2602	93.32	apache-2.0	4	13	Custom	Transformer	17.07	11.84	10.38	2.08	5.52	2.42	8.34
mistralai/Voxtral-Small-24B-2507	54.09	apache-2.0	24	8	Whisper	Ministral 24B	15.27	10.5	9.81	1.59	3.26	2.02	6.96
nvidia/canary-180m-flash	1,233.58	cc-by-4.0	0.18	4	Conformer-based	Transformer	14.86	12.33	10.51	1.73	4.35	2.26	6.35
nvidia/canary-1b	235.343279	cc-by-nc-4.0	1	4	Conformer-based	Transformer	13.9	12.19	10.12	1.48	2.93	2.06	5.79
nvidia/canary-1b-flash	1,045.75	cc-by-4.0	1	4	Conformer-based	Transformer	13.11	12.77	9.85	1.48	2.87	1.95	5.63
nvidia/canary-1b-v2	749	cc-by-4.0	1	25	Conformer-based	Transformer	16.01	11.79	10.82	2.18	3.56	2.28	6.25
nvidia/canary-qwen-2.5b	418.28	cc-by-4.0	2.5	null	Conformer-based	Qwen2	10.19	10.45	9.43	1.61	3.1	1.9	5.66
nvidia/parakeet-ctc-0.6b	4,281.529811	cc-by-4.0	0.6	null	Conformer-based	CTC	16.46	14.26	10.39	1.88	3.8	3.89	7.07
nvidia/parakeet-ctc-1.1b	2,728.522295	cc-by-4.0	1.1	null	Conformer-based	CTC	15.67	13.75	10.28	1.83	3.51	4.02	6.56
nvidia/parakeet-rnnt-0.6b	2,815.724575	cc-by-4.0	0.6	null	Conformer-based	TDT / RNN-T	17.4	14.66	10.01	1.62	3.02	3.32	6.08
nvidia/parakeet-rnnt-1.1b	2,053.14697	cc-by-4.0	1.1	null	Conformer-based	TDT / RNN-T	17.01	13.94	9.89	1.45	2.5	2.93	5.44
nvidia/parakeet-tdt_ctc-110m	5,345.14	cc-by-4.0	0.11	null	Conformer-based	CTC, TDT / RNN-T	15.89	12.37	10.52	2.4	5.22	2.54	6.9
nvidia/parakeet-tdt-0.6b-v2	3,386.02	cc-by-4.0	0.6	null	Conformer-based	TDT / RNN-T	11.16	11.15	9.74	1.69	3.19	2.17	5.95
nvidia/parakeet-tdt-0.6b-v3	3,332.74	cc-by-4.0	0.6	26	Conformer-based	TDT / RNN-T	11.39	11.19	9.57	1.92	3.59	3.98	6.09
nvidia/parakeet-tdt-1.1b	2,390.611822	cc-by-nc-4.0	1.1	null	Conformer-based	TDT / RNN-T	15.87	14.49	9.52	1.4	2.6	3.16	5.49
nvidia/stt_en_conformer_ctc_large	4,295.006653	cc-by-4.0	0.12	null	Conformer-based	CTC	15.95	15.99	11.6	2.05	4.15	5.57	6.83
nvidia/stt_en_conformer_ctc_small	5,686.896503	cc-by-4.0	0.01	null	Conformer-based	CTC	20.43	18.84	14.46	3.59	7.92	7.8	9.07
nvidia/stt_en_conformer_transducer_small	3,714.361304	Open	0.014	null	Conformer-based	TDT / RNN-T	20.28	18.13	13.7	2.77	6.47	6.63	7.87
nvidia/stt_en_fastconformer_ctc_large	6,399.25031	cc-by-4.0	0.12	null	Conformer-based	CTC	18.61	18.81	12.17	1.93	4.04	5.06	6.34
nvidia/stt_en_fastconformer_transducer_large	4,097.432343	cc-by-4.0	0.11	null	Conformer-based	TDT / RNN-T	19.09	19.41	12.31	1.8	3.97	4.97	6.45
nyrahealth/CrisperWhisper	84.05	cc-by-nc-4.0	2	1	Whisper	Transformer	8.71	12.89	10.24	1.82	4	2.7	9.82
openai/whisper-base.en	320.673885	apache-2.0	0.07	null	Whisper	Transformer	21.13	15.09	12.83	4.25	10.35	4.26	9.76
openai/whisper-large	143.756319	apache-2.0	2	99	Whisper	Transformer	16.73	12.91	10.76	2.73	5.54	3.2	7.76
openai/whisper-large-v2	144.452102	apache-2.0	2	null	Whisper	Transformer	16.74	12.05	10.67	2.83	5.14	3.87	7.48
openai/whisper-large-v3	145.509655	apache-2.0	2	99	Whisper	Transformer	15.95	11.29	10.02	2.01	3.91	2.94	9.54
openai/whisper-large-v3-turbo	200.19	mit	0.8	null	Whisper	Transformer	16.13	11.63	10.14	2.1	4.24	2.97	11.87
openai/whisper-medium.en	182.12916	apache-2.0	0.8	null	Whisper	Transformer	16.68	12.63	11.03	3.02	5.85	3.33	8.06
openai/whisper-small.en	268.914874	apache-2.0	0.2	null	Whisper	Transformer	17.93	12.97	11.35	3.05	7.25	3.6	8.5
openai/whisper-tiny.en	348.123935	apache-2.0	0.04	null	Whisper	Transformer	24.24	19.12	14.08	5.66	15.45	5.93	12
Qwen/Qwen3-ASR-0.6B	166.23	apache-2.0	0.6	52	Custom	Qwen3	11.66	11.06	9.14	2.13	4.45	3.03	7.07
Qwen/Qwen3-ASR-1.7B	147.93	apache-2.0	1.7	52	Custom	Qwen3	10.56	10.25	8.74	1.63	3.4	2.84	6.35
revai/fusion	-1	Proprietary	null	null	null	null	10.93	12.09	9.41	2.88	6.23	4.05	8.53
revai/machine	-1	Proprietary	null	null	null	null	10.99	12.69	9.78	4.44	8.86	4.17	9.57
speechbrain/asr-conformer-largescaleasr	42.16	apache-2.0	0.48	null	Conformer-based	Transformer, CTC	19.6	14.71	11.36	1.95	4.24	4.11	6.89
speechbrain/asr-wav2vec2-librispeech	451.181976	apache-2.0	0.32	null	Self-supervised	CTC	32.05	28.52	16.92	1.77	3.83	10.39	13.72
speechmatics/enhanced	-1	Proprietary	null	55	null	null	14.47	12.26	9.5	2.1	4.6	3.06	6.71
smallestai/pulse	-1	Proprietary	-1	null	null	null	11.18	11.09	9.83	1.84	3.32	2.23	6.05
usefulsensors/moonshine-base	565.97	mit	0.06	null	Custom	Transformer	17.49	16.85	12.08	3.38	8.15	5.46	10.84
usefulsensors/moonshine-streaming-medium	448.15	mit	0.24	null	Custom	Transformer	10.68	11.92	9.46	2.09	5	2.58	8.54
usefulsensors/moonshine-streaming-small	566.33	mit	0.12	null	Custom	Transformer	12.53	13.55	10.4	2.49	6.78	3.19	9.98
usefulsensors/moonshine-streaming-tiny	847.2	mit	0.03	null	Custom	Transformer	19.02	20.19	13.9	4.5	12.1	6.16	14.02
usefulsensors/moonshine-tiny	753.06	mit	0.03	null	Custom	Transformer	22.84	20.73	14.21	4.55	11.68	7.43	14.11
zai-org/GLM-ASR-Nano-2512	145.28	mit	2	17	Whisper	Llama	16.15	11.08	9.73	2.15	4.42	2.08	7.54
zoom/scribe_v1	-1	Proprietary	null	1	null	null	10.03	9.53	9.61	1.63	2.81	1.59	5.37
CohereLabs/cohere-transcribe-03-2026	524.88	apache-2.0	2	14	Conformer-based	Transformer	8.13	10.86	9.34	1.25	2.37	3.08	5.87

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