Leaderboard

WER GigaSpeech

wer-gigaspeech

Record

Category: speech-asr
Scored models: 79

Scores

Model	Score
distil-whisper/distil-large-v3.5	35.36
—	22.74
UsefulSensors/moonshine-streaming-tiny	13.9
UsefulSensors/moonshine-streaming-medium	13.9
UsefulSensors/moonshine-streaming-small	13.9
UsefulSensors/moonshine-streaming-medium	13.9
UsefulSensors/moonshine-streaming-small	13.9
UsefulSensors/moonshine-streaming-tiny	13.9
nvidia/parakeet_realtime_eou_120m-v1	13.31
openai/whisper-large-v3	11.66
nvidia/multitalker-parakeet-streaming-0.6b-v1	11.45
nvidia/multitalker-parakeet-streaming-0.6b-v1	11.45
nvidia/parakeet-ctc-0.6b-Vietnamese	11.23
nvidia/canary-1b-v2	10.82
nvidia/canary-1b-v2	10.82
nvidia/canary-1b-v2	10.82
LiquidAI/LFM2-1.2B	10.67
nvidia/parakeet-tdt_ctc-110m	10.52
nvidia/parakeet-tdt_ctc-110m	10.52
nvidia/parakeet-tdt_ctc-110m	10.52
nvidia/canary-180m-flash	10.51
nvidia/canary-180m-flash	10.51
LiquidAI/LFM2-1.2B	10.47
LiquidAI/LFM2-1.2B	10.47

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-gigaspeech
name: WER GigaSpeech
schema version: local-ai-registry/v1

rows

variant	conf	context	model id	org	rank	root	score
distil-large-v3.5	medium	Gigaspeech	distil-large-v3-5	distil-whisper	1	distil-whisper/distil-large-v3.5	35.36
monsoon-whisper-medium-gigaspeech2	medium	monsoon-whisper-medium-gigaspeech2	Unknown	typhoon-ai	2	—	22.74
moonshine-streaming-tiny	medium	GigaSpeech	moonshine-streaming-tiny	UsefulSensors	3	UsefulSensors/moonshine-streaming-tiny	13.9
moonshine-streaming-medium-gguf	medium	GigaSpeech	moonshine-streaming-medium	handy-computer	4	UsefulSensors/moonshine-streaming-medium	13.9
moonshine-streaming-small-gguf	medium	GigaSpeech	moonshine-streaming-small	handy-computer	5	UsefulSensors/moonshine-streaming-small	13.9
moonshine-streaming-medium	medium	GigaSpeech	moonshine-streaming-medium	UsefulSensors	6	UsefulSensors/moonshine-streaming-medium	13.9
moonshine-streaming-small	medium	GigaSpeech	moonshine-streaming-small	UsefulSensors	7	UsefulSensors/moonshine-streaming-small	13.9
moonshine-streaming-tiny-gguf	medium	GigaSpeech	moonshine-streaming-tiny	handy-computer	8	UsefulSensors/moonshine-streaming-tiny	13.9
parakeet_realtime_eou_120m-v1	low	Unknown	Unknown	nvidia	9	nvidia/parakeet_realtime_eou_120m-v1	13.31
Pathumma-whisper-th-large-v3	medium	monsoon-whisper-medium-gigaspeech2	whisper-large-v3	nectec	10	openai/whisper-large-v3	11.66
multitalker-parakeet-streaming-0.6b-v1-gguf	low	Unknown	Unknown	handy-computer	11	nvidia/multitalker-parakeet-streaming-0.6b-v1	11.45
multitalker-parakeet-streaming-0.6b-v1	low	Unknown	Unknown	nvidia	12	nvidia/multitalker-parakeet-streaming-0.6b-v1	11.45
parakeet-ctc-0.6b-Vietnamese	low	Unknown	Unknown	nvidia	13	nvidia/parakeet-ctc-0.6b-Vietnamese	11.23
canary-1b-v2-gguf	low	Unknown	Unknown	handy-computer	14	nvidia/canary-1b-v2	10.82
canary-1b-v2	low	Unknown	Unknown	nvidia	15	nvidia/canary-1b-v2	10.82
canary-1b-v2-gguf	low	Unknown	Unknown	memoravox	16	nvidia/canary-1b-v2	10.82
LFM2-Audio-1.5B	high	Open	lfm2-1-2b	LiquidAI	17	LiquidAI/LFM2-1.2B	10.67
parakeet-tdt_ctc-110m-gguf	low	Unknown	Unknown	handy-computer	18	nvidia/parakeet-tdt_ctc-110m	10.52
parakeet-tdt_ctc-110m	low	Unknown	Unknown	nvidia	19	nvidia/parakeet-tdt_ctc-110m	10.52
parakeet-tdt-ctc-110m-coreml	medium	GigaSpeech	Unknown	FluidInference	20	nvidia/parakeet-tdt_ctc-110m	10.52
canary-180m-flash-gguf	low	Unknown	Unknown	handy-computer	21	nvidia/canary-180m-flash	10.51
canary-180m-flash	low	Unknown	Unknown	nvidia	22	nvidia/canary-180m-flash	10.51
LFM2.5-Audio-1.5B	high	Open	lfm2-1-2b	LiquidAI	23	LiquidAI/LFM2-1.2B	10.47
LFM2.5-Audio-1.5B-GGUF	high	Open	lfm2-1-2b	Mungert	24	LiquidAI/LFM2-1.2B	10.47
granite-speech-4.1-2b-plus-gguf	low	Unknown	granite-speech-4-1-2b-plus	handy-computer	25	ibm-granite/granite-speech-4.1-2b-plus	10.38
granite-speech-4.1-2b-plus-gguf	low	Unknown	granite-speech-4-1-2b-plus	memoravox	26	ibm-granite/granite-speech-4.1-2b-plus	10.38
parakeet-ctc-0.6b-gguf	low	Unknown	parakeet-ctc-0-6b	handy-computer	27	nvidia/parakeet-ctc-0.6b	10.35
parakeet-ctc-0.6b	low	Unknown	parakeet-ctc-0-6b	nvidia	28	nvidia/parakeet-ctc-0.6b	10.35
parakeet-ctc-0.6b-GGUF	medium	Unknown	parakeet-ctc-0-6b	cstr	29	nvidia/parakeet-ctc-0.6b	10.35
parakeet-ctc-1.1b	low	Unknown	parakeet-ctc-1-1b	nvidia	30	nvidia/parakeet-ctc-1.1b	10.27
CrisperWhisper	medium	[GigaSpeech](https://huggingface.co/datasets/speechcolab/gigaspeech)	whisper-large-v3	nyralabs	31	openai/whisper-large-v3	10.27
parakeet-ctc-1.1b-gguf	low	Unknown	parakeet-ctc-1-1b	handy-computer	32	nvidia/parakeet-ctc-1.1b	10.27
CrisperWhisper	medium	[GigaSpeech](https://huggingface.co/datasets/speechcolab/gigaspeech)	whisper-large-v3	unsloth	33	openai/whisper-large-v3	10.27
parakeet-ctc-1.1b-GGUF	medium	Unknown	parakeet-ctc-1-1b	cstr	34	nvidia/parakeet-ctc-1.1b	10.27
parakeet-tdt_ctc-1.1b-gguf	low	Unknown	Unknown	handy-computer	35	nvidia/parakeet-tdt_ctc-1.1b	10.19
parakeet-tdt_ctc-1.1b	low	Unknown	Unknown	nvidia	36	nvidia/parakeet-tdt_ctc-1.1b	10.19
granite-4.0-1b-speech	high	Unknown	granite-4-0-1b-base	ibm-granite	37	ibm-granite/granite-4.0-1b-base	10.14
granite-4.0-1b-speech-gguf	low	Unknown	granite-4-0-1b-speech	handy-computer	38	ibm-granite/granite-4.0-1b-speech	10.14
granite-4.0-1b-speech-ONNX	low	Unknown	granite-4-0-1b-speech	onnx-community	39	ibm-granite/granite-4.0-1b-speech	10.14
parakeet-rnnt-0.6b	low	Unknown	parakeet-rnnt-0-6b	nvidia	40	nvidia/parakeet-rnnt-0.6b	10.07
parakeet-rnnt-0.6b-gguf	low	Unknown	parakeet-rnnt-0-6b	handy-computer	41	nvidia/parakeet-rnnt-0.6b	10.07
parakeet-rnnt-0.6b-gguf	low	Unknown	parakeet-rnnt-0-6b	memoravox	42	nvidia/parakeet-rnnt-0.6b	10.07
parakeet-rnnt-1.1b-gguf	low	Unknown	parakeet-rnnt-1-1b	handy-computer	43	nvidia/parakeet-rnnt-1.1b	9.96
parakeet-rnnt-1.1b	low	Unknown	parakeet-rnnt-1-1b	nvidia	44	nvidia/parakeet-rnnt-1.1b	9.96
canary-1b-flash-gguf	low	Unknown	canary-1b-flash	handy-computer	45	nvidia/canary-1b-flash	9.85
canary-1b-flash	low	Unknown	canary-1b-flash	nvidia	46	nvidia/canary-1b-flash	9.85
canary-1b-flash-gguf	low	Unknown	canary-1b-flash	memoravox	47	nvidia/canary-1b-flash	9.85
granite-speech-4.1-2b-plus	high	Unknown	granite-4-0-1b-base	ibm-granite	48	ibm-granite/granite-4.0-1b-base	9.8
parakeet-tdt-0.6b-v2	high	Unknown	Unknown	nvidia	49	nvidia/parakeet-tdt-0.6b-v2	9.74
parakeet-tdt-0.6b-v2-gguf	high	Unknown	Unknown	handy-computer	50	nvidia/parakeet-tdt-0.6b-v2	9.74
VibeVoice-ASR-HF	medium	gigaspeech_test	vibevoice-asr-hf	microsoft	51	microsoft/VibeVoice-ASR-HF	9.67
nemotron-speech-streaming-en-0.6b	low	Unknown	nemotron-speech-streaming-en-0-6b	nvidia	52	nvidia/nemotron-speech-streaming-en-0.6b	9.66
nemotron-speech-streaming-en-0.6b-gguf	low	Unknown	nemotron-speech-streaming-en-0-6b	handy-computer	53	nvidia/nemotron-speech-streaming-en-0.6b	9.66
Nemotron-Speech-Streaming-0.6B-CoreML-INT8	medium	Gigaspeech	nemotron-speech-streaming-en-0-6b	aufklarer	54	nvidia/nemotron-speech-streaming-en-0.6b	9.66
nemotron-speech-streaming-en-0.6b-gguf	low	Unknown	nemotron-speech-streaming-en-0-6b	memoravox	55	nvidia/nemotron-speech-streaming-en-0.6b	9.66
parakeet-tdt-0.6b-v3-gguf	low	Unknown	parakeet-tdt-0-6b-v3	handy-computer	56	nvidia/parakeet-tdt-0.6b-v3	9.59
parakeet-tdt-0.6b-v3	low	Unknown	parakeet-tdt-0-6b-v3	nvidia	57	nvidia/parakeet-tdt-0.6b-v3	9.59
thewhisper-large-v3-turbo	medium	GigaSpeech	whisper-large-v3-turbo	TheStageAI	58	openai/whisper-large-v3-turbo	9.56
parakeet-tdt-1.1b-gguf	low	Unknown	Unknown	handy-computer	59	nvidia/parakeet-tdt-1.1b	9.55
parakeet-tdt-1.1b	low	Unknown	Unknown	nvidia	60	nvidia/parakeet-tdt-1.1b	9.55
canary-qwen-2.5b	low	Unknown	canary-1b-flash	nvidia	61	nvidia/canary-1b-flash	9.41
canary-qwen-2.5b-gguf	low	Unknown	canary-qwen-2-5b	handy-computer	62	nvidia/canary-qwen-2.5b	9.41
higgs-audio-v3-8b-stt	medium	GigaSpeech	Unknown	bosonai	63	bosonai/higgs-audio-v3-8b	9.34
ARK-ASR-0.6B	high	Unknown	Unknown	Audio8	64	—	8.95
higgs-audio-v3-8b-stt-v2	medium	GigaSpeech	Unknown	bosonai	65	bosonai/higgs-audio-v3-8b	8.47
Zipformer-cr-ctc-transducer-XL-290M	medium	GigaSpeech	Unknown	soundsgoodai	66	—	8.41
higgs-audio-v3-stt-v2	medium	GigaSpeech	higgs-audio-v3-stt	bosonai	67	bosonai/higgs-audio-v3-stt	8.16
Qwen3-ASR-0.6B-hf	high	Unknown	qwen3-asr-0-6b-hf	Qwen	68	Qwen/Qwen3-ASR-0.6B-hf	7.65
Qwen3-ASR-0.6B-hf	high	Unknown	qwen3-asr-0-6b	bezzam	69	Qwen/Qwen3-ASR-0.6B	7.65
Qwen3-ASR-1.7B-hf	high	Unknown	qwen3-asr-1-7b-hf	Qwen	70	Qwen/Qwen3-ASR-1.7B-hf	7.25
Qwen3-ASR-1.7B-hf	high	Unknown	qwen3-asr-1-7b	bezzam	71	Qwen/Qwen3-ASR-1.7B	7.25
ARK-ASR-3B	high	Unknown	ark-asr-3b	Audio8	72	AutoArk-AI/ARK-ASR-3B	6.98
Voxtral-Mini-4B-Realtime-2602	low	GigaSpeech 2k Subset \| GISpeech 2k Subset	ministral-3-3b-base-2512	mistralai	73	mistralai/Ministral-3-3B-Base-2512	6.81
Voxtral-Mini-4B-Realtime-2602-gguf	low	GigaSpeech 2k Subset \| GISpeech 2k Subset	voxtral-mini-4b-realtime-2602	handy-computer	74	mistralai/Voxtral-Mini-4B-Realtime-2602	6.81
Voxtral-Mini-4B-Realtime-2602-ONNX	low	GigaSpeech 2k Subset \| GISpeech 2k Subset	voxtral-mini-4b-realtime-2602	onnx-community	75	mistralai/Voxtral-Mini-4B-Realtime-2602	6.81
Voxtral-Mini-4B-Realtime-2602	low	GigaSpeech 2k Subset \| GISpeech 2k Subset	ministral-3-3b-base-2512	suleimanelkhoury	76	mistralai/Ministral-3-3B-Base-2512	6.81
Voxtral-Mini-4B-Realtime-2602-GGUF	low	GigaSpeech 2k Subset \| GISpeech 2k Subset	ministral-3-3b-base-2512	Bercraft	77	mistralai/Ministral-3-3B-Base-2512	6.81
Voxtral-Mini-4B-Realtime-2602-gguf	low	GigaSpeech 2k Subset \| GISpeech 2k Subset	voxtral-mini-4b-realtime-2602	memoravox	78	mistralai/Voxtral-Mini-4B-Realtime-2602	6.81
MOSS-Transcribe-preview-2B	medium	GigaSpeech	moss-transcribe-preview-2b	OpenMOSS-Team	79	OpenMOSS-Team/MOSS-Transcribe-preview-2B	6.78

Provenance & metadata (1)

source

kind: leaderboard-scrape
paths: benchmarks/wer-gigaspeech.html
url: huggingface.co/spaces/gigaspeech ↗