Leaderboard

WER SPGISpeech

wer-spgispeech

Record

Category: speech-asr
Scored models: 51

Scores

Model	Score
UsefulSensors/moonshine-streaming-tiny	6.16
UsefulSensors/moonshine-streaming-medium	6.16
UsefulSensors/moonshine-streaming-small	6.16
UsefulSensors/moonshine-streaming-medium	6.16
UsefulSensors/moonshine-streaming-small	6.16
UsefulSensors/moonshine-streaming-tiny	6.16
nvidia/parakeet-tdt-0.6b-v3	3.97
nvidia/parakeet-tdt-0.6b-v3	3.97
ibm-granite/granite-4.0-1b-base	3.89
ibm-granite/granite-4.0-1b-speech	3.89
ibm-granite/granite-4.0-1b-speech	3.89
microsoft/VibeVoice-ASR-HF	3.8
ibm-granite/granite-4.0-1b-base	3.78
nvidia/parakeet-ctc-0.6b	3.76
nvidia/parakeet-ctc-0.6b	3.76
bosonai/higgs-audio-v3-stt	3.76
ibm-granite/granite-speech-4.1-2b-plus	3.72
ibm-granite/granite-speech-4.1-2b-plus	3.72
bosonai/higgs-audio-v3-8b	3.6
nvidia/parakeet-ctc-1.1b	3.54
nvidia/parakeet-ctc-1.1b	3.54
bosonai/higgs-audio-v3-8b	3.14
nvidia/parakeet-rnnt-0.6b	3.06
nvidia/parakeet-rnnt-0.6b	3.06

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-spgispeech
name: WER SPGISpeech
schema version: local-ai-registry/v1

rows

variant	conf	context	model id	org	rank	root	score
moonshine-streaming-tiny	medium	SPGISpeech	moonshine-streaming-tiny	UsefulSensors	1	UsefulSensors/moonshine-streaming-tiny	6.16
moonshine-streaming-medium-gguf	medium	SPGISpeech	moonshine-streaming-medium	handy-computer	2	UsefulSensors/moonshine-streaming-medium	6.16
moonshine-streaming-small-gguf	medium	SPGISpeech	moonshine-streaming-small	handy-computer	3	UsefulSensors/moonshine-streaming-small	6.16
moonshine-streaming-medium	medium	SPGISpeech	moonshine-streaming-medium	UsefulSensors	4	UsefulSensors/moonshine-streaming-medium	6.16
moonshine-streaming-small	medium	SPGISpeech	moonshine-streaming-small	UsefulSensors	5	UsefulSensors/moonshine-streaming-small	6.16
moonshine-streaming-tiny-gguf	medium	SPGISpeech	moonshine-streaming-tiny	handy-computer	6	UsefulSensors/moonshine-streaming-tiny	6.16
parakeet-tdt-0.6b-v3-gguf	low	Unknown	parakeet-tdt-0-6b-v3	handy-computer	7	nvidia/parakeet-tdt-0.6b-v3	3.97
parakeet-tdt-0.6b-v3	low	Unknown	parakeet-tdt-0-6b-v3	nvidia	8	nvidia/parakeet-tdt-0.6b-v3	3.97
granite-4.0-1b-speech	high	Unknown	granite-4-0-1b-base	ibm-granite	9	ibm-granite/granite-4.0-1b-base	3.89
granite-4.0-1b-speech-gguf	low	Unknown	granite-4-0-1b-speech	handy-computer	10	ibm-granite/granite-4.0-1b-speech	3.89
granite-4.0-1b-speech-ONNX	low	Unknown	granite-4-0-1b-speech	onnx-community	11	ibm-granite/granite-4.0-1b-speech	3.89
VibeVoice-ASR-HF	medium	spgispeech_test	vibevoice-asr-hf	microsoft	12	microsoft/VibeVoice-ASR-HF	3.8
granite-speech-4.1-2b-plus	high	Unknown	granite-4-0-1b-base	ibm-granite	13	ibm-granite/granite-4.0-1b-base	3.78
parakeet-ctc-0.6b-gguf	low	Unknown	parakeet-ctc-0-6b	handy-computer	14	nvidia/parakeet-ctc-0.6b	3.76
parakeet-ctc-0.6b	low	Unknown	parakeet-ctc-0-6b	nvidia	15	nvidia/parakeet-ctc-0.6b	3.76
higgs-audio-v3-stt-v2	medium	SPGISpeech	higgs-audio-v3-stt	bosonai	16	bosonai/higgs-audio-v3-stt	3.76
granite-speech-4.1-2b-plus-gguf	low	Unknown	granite-speech-4-1-2b-plus	handy-computer	17	ibm-granite/granite-speech-4.1-2b-plus	3.72
granite-speech-4.1-2b-plus-gguf	low	Unknown	granite-speech-4-1-2b-plus	memoravox	18	ibm-granite/granite-speech-4.1-2b-plus	3.72
higgs-audio-v3-8b-stt-v2	medium	SPGISpeech	Unknown	bosonai	19	bosonai/higgs-audio-v3-8b	3.6
parakeet-ctc-1.1b	low	Unknown	parakeet-ctc-1-1b	nvidia	20	nvidia/parakeet-ctc-1.1b	3.54
parakeet-ctc-1.1b-gguf	low	Unknown	parakeet-ctc-1-1b	handy-computer	21	nvidia/parakeet-ctc-1.1b	3.54
higgs-audio-v3-8b-stt	medium	SPGISpeech	Unknown	bosonai	22	bosonai/higgs-audio-v3-8b	3.14
parakeet-rnnt-0.6b	low	Unknown	parakeet-rnnt-0-6b	nvidia	23	nvidia/parakeet-rnnt-0.6b	3.06
parakeet-rnnt-0.6b-gguf	low	Unknown	parakeet-rnnt-0-6b	handy-computer	24	nvidia/parakeet-rnnt-0.6b	3.06
parakeet-rnnt-0.6b-gguf	low	Unknown	parakeet-rnnt-0-6b	memoravox	25	nvidia/parakeet-rnnt-0.6b	3.06
granite-speech-4.1-2b-nar-gguf	medium	SPGISpeech	granite-speech-4-1-2b-nar	handy-computer	26	ibm-granite/granite-speech-4.1-2b-nar	3.04
granite-speech-4.1-2b-nar-gguf	medium	SPGISpeech	granite-speech-4-1-2b-nar	memoravox	27	ibm-granite/granite-speech-4.1-2b-nar	3.04
Nemotron-Speech-Streaming-0.6B-CoreML-INT8	medium	SPGI Speech	nemotron-speech-streaming-en-0-6b	aufklarer	28	nvidia/nemotron-speech-streaming-en-0.6b	2.97
ARK-ASR-0.6B	high	Unknown	Unknown	Audio8	29	—	2.89
LFM2.5-Audio-1.5B	high	Open	lfm2-1-2b	LiquidAI	30	LiquidAI/LFM2-1.2B	2.76
LFM2.5-Audio-1.5B-GGUF	high	Open	lfm2-1-2b	Mungert	31	LiquidAI/LFM2-1.2B	2.76
Qwen3-ASR-0.6B-hf	high	Unknown	qwen3-asr-0-6b-hf	Qwen	32	Qwen/Qwen3-ASR-0.6B-hf	2.74
Qwen3-ASR-0.6B-hf	high	Unknown	qwen3-asr-0-6b	bezzam	33	Qwen/Qwen3-ASR-0.6B	2.74
CrisperWhisper	medium	[SPGISpeech](https://huggingface.co/datasets/kensho/spgispeech)	whisper-large-v3	nyralabs	34	openai/whisper-large-v3	2.71
CrisperWhisper	medium	[SPGISpeech](https://huggingface.co/datasets/kensho/spgispeech)	whisper-large-v3	unsloth	35	openai/whisper-large-v3	2.71
parakeet-tdt-1.1b-gguf	low	Unknown	Unknown	handy-computer	36	nvidia/parakeet-tdt-1.1b	2.62
parakeet-tdt-1.1b	low	Unknown	Unknown	nvidia	37	nvidia/parakeet-tdt-1.1b	2.62
Qwen3-ASR-1.7B-hf	high	Unknown	qwen3-asr-1-7b-hf	Qwen	38	Qwen/Qwen3-ASR-1.7B-hf	2.58
Qwen3-ASR-1.7B-hf	high	Unknown	qwen3-asr-1-7b	bezzam	39	Qwen/Qwen3-ASR-1.7B	2.58
parakeet-tdt_ctc-110m-gguf	low	Unknown	Unknown	handy-computer	40	nvidia/parakeet-tdt_ctc-110m	2.54
parakeet-tdt_ctc-110m	low	Unknown	Unknown	nvidia	41	nvidia/parakeet-tdt_ctc-110m	2.54
parakeet-rnnt-1.1b-gguf	low	Unknown	parakeet-rnnt-1-1b	handy-computer	42	nvidia/parakeet-rnnt-1.1b	2.47
parakeet-rnnt-1.1b	low	Unknown	parakeet-rnnt-1-1b	nvidia	43	nvidia/parakeet-rnnt-1.1b	2.47
ARK-ASR-3B	high	Unknown	ark-asr-3b	Audio8	44	AutoArk-AI/ARK-ASR-3B	2.46
parakeet-tdt_ctc-1.1b-gguf	low	Unknown	Unknown	handy-computer	45	nvidia/parakeet-tdt_ctc-1.1b	2.24
parakeet-tdt_ctc-1.1b	low	Unknown	Unknown	nvidia	46	nvidia/parakeet-tdt_ctc-1.1b	2.24
parakeet-tdt-0.6b-v2	high	Unknown	Unknown	nvidia	47	nvidia/parakeet-tdt-0.6b-v2	2.17
parakeet-tdt-0.6b-v2-gguf	high	Unknown	Unknown	handy-computer	48	nvidia/parakeet-tdt-0.6b-v2	2.17
thewhisper-large-v3-turbo	medium	SPGISpeech	whisper-large-v3-turbo	TheStageAI	49	openai/whisper-large-v3-turbo	1.92
Zipformer-cr-ctc-transducer-XL-290M	medium	SPGISpeech	Unknown	soundsgoodai	50	—	1.64
MOSS-Transcribe-preview-2B	medium	SPGISpeech	moss-transcribe-preview-2b	OpenMOSS-Team	51	OpenMOSS-Team/MOSS-Transcribe-preview-2B	1.63

Provenance & metadata (1)

source

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