Leaderboard

WER VoxPopuli

wer-voxpopuli

Record

Category: speech-asr
Scored models: 96

Scores

Model	Score
ibm-granite/granite-4.0-1b-base	24.86
ibm-granite/granite-speech-4.1-2b	24.86
ibm-granite/granite-speech-4.1-2b	24.86
—	15.7
—	14.2
UsefulSensors/moonshine-streaming-tiny	14.02
UsefulSensors/moonshine-streaming-medium	14.02
UsefulSensors/moonshine-streaming-small	14.02
UsefulSensors/moonshine-streaming-medium	14.02
UsefulSensors/moonshine-streaming-small	14.02
UsefulSensors/moonshine-streaming-tiny	14.02
nvidia/stt_it_fastconformer_hybrid_large_pc	13.02
—	11.8
nvidia/stt_pl_fastconformer_hybrid_large_pc	11.29
nvidia/stt_de_conformer_transducer_large	11.04
nvidia/stt_de_fastconformer_hybrid_large_pc	11.03
nvidia/nemotron-3.5-asr-streaming-0.6b	9.96
—	9.9
nvidia/parakeet_realtime_eou_120m-v1	9.07
openai/whisper-large-v3	8.61
openai/whisper-large-v3	8.61
—	8.3
microsoft/VibeVoice-ASR-HF	8.01
—	7.97

Remaining fields

Identity, launch, related records, and measured speed are shown above. This is the rest of the normalized record.

category: speech-asr
id: wer-voxpopuli
name: WER VoxPopuli
schema version: local-ai-registry/v1

rows

variant	conf	context	model id	org	rank	root	score
granite-speech-4.1-2b	medium	VoxPopuli	granite-4-0-1b-base	ibm-granite	1	ibm-granite/granite-4.0-1b-base	24.86
granite-speech-4.1-2b-gguf	medium	VoxPopuli	granite-speech-4-1-2b	handy-computer	2	ibm-granite/granite-speech-4.1-2b	24.86
granite-speech-4.1-2b-gguf	medium	VoxPopuli	granite-speech-4-1-2b	memoravox	3	ibm-granite/granite-speech-4.1-2b	24.86
whisper-small-cv11-french	low	VoxPopuli	Unknown	bofenghuang	4	—	15.7
bp500-base100k_voxpopuli	medium	bp\_500-base100k_voxpopuli (demonstration below)	Unknown	lgris	5	—	14.2
moonshine-streaming-tiny	medium	VoxPopuli	moonshine-streaming-tiny	UsefulSensors	6	UsefulSensors/moonshine-streaming-tiny	14.02
moonshine-streaming-medium-gguf	medium	VoxPopuli	moonshine-streaming-medium	handy-computer	7	UsefulSensors/moonshine-streaming-medium	14.02
moonshine-streaming-small-gguf	medium	VoxPopuli	moonshine-streaming-small	handy-computer	8	UsefulSensors/moonshine-streaming-small	14.02
moonshine-streaming-medium	medium	VoxPopuli	moonshine-streaming-medium	UsefulSensors	9	UsefulSensors/moonshine-streaming-medium	14.02
moonshine-streaming-small	medium	VoxPopuli	moonshine-streaming-small	UsefulSensors	10	UsefulSensors/moonshine-streaming-small	14.02
moonshine-streaming-tiny-gguf	medium	VoxPopuli	moonshine-streaming-tiny	handy-computer	11	UsefulSensors/moonshine-streaming-tiny	14.02
stt_it_fastconformer_hybrid_large_pc	low	VoxPopuli Dev	Unknown	nvidia	12	nvidia/stt_it_fastconformer_hybrid_large_pc	13.02
hviske-v5	medium	VoxPopuli	Unknown	syvai	13	—	11.8
stt_pl_fastconformer_hybrid_large_pc	low	VOXPOPULI DEV	Unknown	nvidia	14	nvidia/stt_pl_fastconformer_hybrid_large_pc	11.29
stt_de_conformer_transducer_large	low	Voxpopuli dev	Unknown	nvidia	15	nvidia/stt_de_conformer_transducer_large	11.04
stt_de_fastconformer_hybrid_large_pc	low	VOXPOPULI DEV	Unknown	nvidia	16	nvidia/stt_de_fastconformer_hybrid_large_pc	11.03
nemotron-3.5-asr-streaming-0.6b-onnx-int4	high	VoxPopuli	nemotron-3-5-asr-streaming-0-6b	onnx-community	17	nvidia/nemotron-3.5-asr-streaming-0.6b	9.96
bp500-base100k_voxpopuli	medium	bp\_500-base100k_voxpopuli + 4-gram (demonstration below)	Unknown	lgris	18	—	9.9
parakeet_realtime_eou_120m-v1	low	Voxpopuli	Unknown	nvidia	19	nvidia/parakeet_realtime_eou_120m-v1	9.07
CrisperWhisper	medium	[VoxPopuli](https://huggingface.co/datasets/facebook/voxpopuli)	whisper-large-v3	nyralabs	20	openai/whisper-large-v3	8.61
CrisperWhisper	medium	[VoxPopuli](https://huggingface.co/datasets/facebook/voxpopuli)	whisper-large-v3	unsloth	21	openai/whisper-large-v3	8.61
kotoba-whisper-bilingual-v1.0	low	[ESB](https://huggingface.co/datasets/japanese-asr/en_asr.esb_eval) (voxpopuli)	Unknown	kotoba-tech	22	—	8.3
VibeVoice-ASR-HF	medium	voxpopuli_test	vibevoice-asr-hf	microsoft	23	microsoft/VibeVoice-ASR-HF	8.01
wav2vec2-xlsr-300m-finnish-lm	medium	[VoxPopuli Finnish](https://github.com/facebookresearch/voxpopuli)	Unknown	Finnish-NLP	24	—	7.97
wav2vec2-xlsr-1b-finnish-lm-v2	medium	[VoxPopuli Finnish](https://github.com/facebookresearch/voxpopuli)	Unknown	Finnish-NLP	25	—	7.97
wav2vec2-large-uralic-voxpopuli-v2-finnish	medium	[VoxPopuli Finnish](https://github.com/facebookresearch/voxpopuli)	Unknown	Finnish-NLP	26	—	7.94
nemotron-speech-streaming-en-0.6b	low	VoxPopuli	nemotron-speech-streaming-en-0-6b	nvidia	27	nvidia/nemotron-speech-streaming-en-0.6b	7.91
nemotron-speech-streaming-en-0.6b-gguf	low	VoxPopuli	nemotron-speech-streaming-en-0-6b	handy-computer	28	nvidia/nemotron-speech-streaming-en-0.6b	7.91
Nemotron-Speech-Streaming-0.6B-CoreML-INT8	medium	VoxPopuli	nemotron-speech-streaming-en-0-6b	aufklarer	29	nvidia/nemotron-speech-streaming-en-0.6b	7.91
nemotron-speech-streaming-en-0.6b-gguf	low	VoxPopuli	nemotron-speech-streaming-en-0-6b	memoravox	30	nvidia/nemotron-speech-streaming-en-0.6b	7.91
multitalker-parakeet-streaming-0.6b-v1-gguf	low	Voxpopuli	Unknown	handy-computer	31	nvidia/multitalker-parakeet-streaming-0.6b-v1	7.57
multitalker-parakeet-streaming-0.6b-v1	low	Voxpopuli	Unknown	nvidia	32	nvidia/multitalker-parakeet-streaming-0.6b-v1	7.57
thewhisper-large-v3-turbo	medium	VoxPopuli	whisper-large-v3-turbo	TheStageAI	33	openai/whisper-large-v3-turbo	7.37
LFM2.5-Audio-1.5B	high	Open	lfm2-1-2b	LiquidAI	34	LiquidAI/LFM2-1.2B	7.13
LFM2.5-Audio-1.5B-GGUF	high	Open	lfm2-1-2b	Mungert	35	LiquidAI/LFM2-1.2B	7.13
parakeet-tdt_ctc-110m-gguf	low	Vox Populi	Unknown	handy-computer	36	nvidia/parakeet-tdt_ctc-110m	6.91
parakeet-tdt_ctc-110m	low	Vox Populi	Unknown	nvidia	37	nvidia/parakeet-tdt_ctc-110m	6.91
asr-conformer-loquacious	low	Voxpopuli test	Unknown	speechbrain	38	—	6.9
Qwen3-ASR-0.6B-hf	high	VoxPopuli	qwen3-asr-0-6b-hf	Qwen	39	Qwen/Qwen3-ASR-0.6B-hf	6.8
Qwen3-ASR-0.6B-hf	high	VoxPopuli	qwen3-asr-0-6b	bezzam	40	Qwen/Qwen3-ASR-0.6B	6.8
ARK-ASR-0.6B	high	VoxPopuli	Unknown	Audio8	41	—	6.63
Ming-Lite-Omni-1.5	high	Average on All/Open-source Benchmarks(↓)	ming-lite-omni	inclusionAI	42	inclusionAI/Ming-Lite-Omni	6.43
canary-180m-flash-gguf	low	Voxpopuli	Unknown	handy-computer	43	nvidia/canary-180m-flash	6.35
canary-180m-flash	low	Voxpopuli	Unknown	nvidia	44	nvidia/canary-180m-flash	6.35
canary-1b-v2-gguf	low	Voxpopuli	Unknown	handy-computer	45	nvidia/canary-1b-v2	6.25
canary-1b-v2	low	Voxpopuli	Unknown	nvidia	46	nvidia/canary-1b-v2	6.25
canary-1b-v2-gguf	low	Voxpopuli	Unknown	memoravox	47	nvidia/canary-1b-v2	6.25
parakeet-tdt_ctc-1.1b-gguf	low	Vox Populi	Unknown	handy-computer	48	nvidia/parakeet-tdt_ctc-1.1b	6.19
parakeet-tdt_ctc-1.1b	low	Vox Populi	Unknown	nvidia	49	nvidia/parakeet-tdt_ctc-1.1b	6.19
parakeet-tdt-0.6b-v3-gguf	low	VoxPopuli	parakeet-tdt-0-6b-v3	handy-computer	50	nvidia/parakeet-tdt-0.6b-v3	6.14
parakeet-tdt-0.6b-v3	low	VoxPopuli	parakeet-tdt-0-6b-v3	nvidia	51	nvidia/parakeet-tdt-0.6b-v3	6.14
higgs-audio-v3-stt-v2	medium	VoxPopuli	higgs-audio-v3-stt	bosonai	52	bosonai/higgs-audio-v3-stt	6.07
Qwen3-ASR-1.7B-hf	high	VoxPopuli	qwen3-asr-1-7b-hf	Qwen	53	Qwen/Qwen3-ASR-1.7B-hf	5.99
Qwen3-ASR-1.7B-hf	high	VoxPopuli	qwen3-asr-1-7b	bezzam	54	Qwen/Qwen3-ASR-1.7B	5.99
parakeet-tdt-0.6b-v2	high	VoxPopuli	Unknown	nvidia	55	nvidia/parakeet-tdt-0.6b-v2	5.95
parakeet-tdt-0.6b-v2-gguf	high	VoxPopuli	Unknown	handy-computer	56	nvidia/parakeet-tdt-0.6b-v2	5.95
higgs-audio-v3-8b-stt-v2	medium	VoxPopuli	Unknown	bosonai	57	bosonai/higgs-audio-v3-8b	5.92
granite-speech-4.1-2b-plus-gguf	low	Voxpopuli	granite-speech-4-1-2b-plus	handy-computer	58	ibm-granite/granite-speech-4.1-2b-plus	5.9
granite-speech-4.1-2b-plus-gguf	low	Voxpopuli	granite-speech-4-1-2b-plus	memoravox	59	ibm-granite/granite-speech-4.1-2b-plus	5.9
stt_fr_fastconformer_hybrid_large_pc	low	VOXPOPULI DEV	Unknown	nvidia	60	nvidia/stt_fr_fastconformer_hybrid_large_pc	5.86
wav2vec2-xlsr-300m-finnish-lm	medium	Finnish-NLP/wav2vec2-base-fi-voxpopuli-v2-finetuned	Unknown	Finnish-NLP	61	—	5.85
wav2vec2-large-uralic-voxpopuli-v2-finnish	medium	Finnish-NLP/wav2vec2-base-fi-voxpopuli-v2-finetuned	Unknown	Finnish-NLP	62	—	5.85
wav2vec2-xlsr-1b-finnish-lm-v2	medium	Finnish-NLP/wav2vec2-base-fi-voxpopuli-v2-finetuned	Unknown	Finnish-NLP	63	—	5.85
granite-4.0-1b-speech	high	Voxpopuli	granite-4-0-1b-base	ibm-granite	64	ibm-granite/granite-4.0-1b-base	5.84
granite-4.0-1b-speech-gguf	low	Voxpopuli	granite-4-0-1b-speech	handy-computer	65	ibm-granite/granite-4.0-1b-speech	5.84
granite-4.0-1b-speech-ONNX	low	Voxpopuli	granite-4-0-1b-speech	onnx-community	66	ibm-granite/granite-4.0-1b-speech	5.84
granite-speech-4.1-2b-nar-gguf	medium	VoxPopuli	granite-speech-4-1-2b-nar	handy-computer	67	ibm-granite/granite-speech-4.1-2b-nar	5.83
granite-speech-4.1-2b-nar-gguf	medium	VoxPopuli	granite-speech-4-1-2b-nar	memoravox	68	ibm-granite/granite-speech-4.1-2b-nar	5.83
Ming-Lite-Omni	high	voxpopuli_v1.0_en	ling-lite	inclusionAI	69	inclusionAI/Ling-lite	5.8
granite-speech-4.1-2b-plus	high	Voxpopuli	granite-4-0-1b-base	ibm-granite	70	ibm-granite/granite-4.0-1b-base	5.7
canary-qwen-2.5b	low	Voxpopuli	canary-1b-flash	nvidia	71	nvidia/canary-1b-flash	5.66
canary-qwen-2.5b-gguf	low	Voxpopuli	canary-qwen-2-5b	handy-computer	72	nvidia/canary-qwen-2.5b	5.66
canary-1b-flash-gguf	low	Voxpopuli	canary-1b-flash	handy-computer	73	nvidia/canary-1b-flash	5.63
canary-1b-flash	low	Voxpopuli	canary-1b-flash	nvidia	74	nvidia/canary-1b-flash	5.63
higgs-audio-v3-8b-stt	medium	VoxPopuli	Unknown	bosonai	75	bosonai/higgs-audio-v3-8b	5.63
canary-1b-flash-gguf	low	Voxpopuli	canary-1b-flash	memoravox	76	nvidia/canary-1b-flash	5.63
Zipformer-cr-ctc-transducer-XL-290M	medium	VoxPopuli	Unknown	soundsgoodai	77	—	5.6
ARK-ASR-3B	high	VoxPopuli	ark-asr-3b	Audio8	78	AutoArk-AI/ARK-ASR-3B	5.47
MOSS-Transcribe-preview-2B	medium	VoxPopuli	moss-transcribe-preview-2b	OpenMOSS-Team	79	OpenMOSS-Team/MOSS-Transcribe-preview-2B	5.39
VibeVoice-ASR-BitNet	medium	VoxPopuli	vibevoice-asr-bitnet	microsoft	80	microsoft/VibeVoice-ASR-BitNet	4.92
stt_es_fastconformer_hybrid_large_pc	low	Voxpopuli dev	Unknown	nvidia	81	nvidia/stt_es_fastconformer_hybrid_large_pc	4.62
stt_en_fastconformer_hybrid_large_pc	low	VOXPOPULI DEV	Unknown	nvidia	82	nvidia/stt_en_fastconformer_hybrid_large_pc	4.22
wav2vec2-xlsr-300m-finnish-lm	medium	Finnish-NLP/wav2vec2-large-uralic-voxpopuli-v2-finnish	Unknown	Finnish-NLP	83	—	4.13
wav2vec2-large-uralic-voxpopuli-v2-finnish	medium	Finnish-NLP/wav2vec2-large-uralic-voxpopuli-v2-finnish	Unknown	Finnish-NLP	84	—	4.13
wav2vec2-xlsr-1b-finnish-lm-v2	medium	Finnish-NLP/wav2vec2-large-uralic-voxpopuli-v2-finnish	Unknown	Finnish-NLP	85	—	4.13
parakeet-rnnt-1.1b-gguf	low	Vox Populi	parakeet-rnnt-1-1b	handy-computer	86	nvidia/parakeet-rnnt-1.1b	3.92
parakeet-rnnt-1.1b	low	Vox Populi	parakeet-rnnt-1-1b	nvidia	87	nvidia/parakeet-rnnt-1.1b	3.92
parakeet-rnnt-0.6b	low	Vox Populi	parakeet-rnnt-0-6b	nvidia	88	nvidia/parakeet-rnnt-0.6b	3.86
parakeet-rnnt-0.6b-gguf	low	Vox Populi	parakeet-rnnt-0-6b	handy-computer	89	nvidia/parakeet-rnnt-0.6b	3.86
parakeet-rnnt-0.6b-gguf	low	Vox Populi	parakeet-rnnt-0-6b	memoravox	90	nvidia/parakeet-rnnt-0.6b	3.86
parakeet-ctc-0.6b-gguf	low	Vox Populi	parakeet-ctc-0-6b	handy-computer	91	nvidia/parakeet-ctc-0.6b	3.78
parakeet-ctc-0.6b	low	Vox Populi	parakeet-ctc-0-6b	nvidia	92	nvidia/parakeet-ctc-0.6b	3.78
parakeet-tdt-1.1b-gguf	low	Vox Populi	Unknown	handy-computer	93	nvidia/parakeet-tdt-1.1b	3.56
parakeet-tdt-1.1b	low	Vox Populi	Unknown	nvidia	94	nvidia/parakeet-tdt-1.1b	3.56
parakeet-ctc-1.1b	low	Vox Populi	parakeet-ctc-1-1b	nvidia	95	nvidia/parakeet-ctc-1.1b	3.54
parakeet-ctc-1.1b-gguf	low	Vox Populi	parakeet-ctc-1-1b	handy-computer	96	nvidia/parakeet-ctc-1.1b	3.54

Provenance & metadata (1)

source

kind: leaderboard-scrape
paths: benchmarks/wer-voxpopuli.html, docs/notes/hf-benchmark-contexts.json
url: huggingface.co/spaces/voxpopuli ↗