Leaderboard

WER TED-LIUM

wer-tedlium

Record

Category: speech-asr
Scored models: 70

Scores

Model	Score
UsefulSensors/moonshine-streaming-tiny	6.12
UsefulSensors/moonshine-streaming-medium	6.12
UsefulSensors/moonshine-streaming-small	6.12
UsefulSensors/moonshine-streaming-medium	6.12
UsefulSensors/moonshine-streaming-small	6.12
UsefulSensors/moonshine-streaming-tiny	6.12
nvidia/parakeet_realtime_eou_120m-v1	5.48
nvidia/multitalker-parakeet-streaming-0.6b-v1	4.5
nvidia/multitalker-parakeet-streaming-0.6b-v1	4.5
nvidia/canary-1b-v2	4.29
nvidia/canary-1b-v2	4.29
nvidia/canary-1b-v2	4.29
nvidia/parakeet-ctc-1.1b	4.2
nvidia/parakeet-ctc-1.1b	4.2
nvidia/parakeet-tdt_ctc-110m	4.16
nvidia/parakeet-tdt_ctc-110m	4.16
nvidia/parakeet-tdt_ctc-110m	4.16
nvidia/parakeet-ctc-0.6b	4.11
nvidia/parakeet-ctc-0.6b	4.11
—	4.1
nvidia/canary-180m-flash	3.98
nvidia/canary-180m-flash	3.98
ibm-granite/granite-speech-4.1-2b-plus	3.89
ibm-granite/granite-speech-4.1-2b-plus	3.89

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-tedlium
name: WER TED-LIUM
schema version: local-ai-registry/v1

rows

variant	conf	context	model id	org	rank	root	score
moonshine-streaming-tiny	medium	TED-LIUM	moonshine-streaming-tiny	UsefulSensors	1	UsefulSensors/moonshine-streaming-tiny	6.12
moonshine-streaming-medium-gguf	medium	TED-LIUM	moonshine-streaming-medium	handy-computer	2	UsefulSensors/moonshine-streaming-medium	6.12
moonshine-streaming-small-gguf	medium	TED-LIUM	moonshine-streaming-small	handy-computer	3	UsefulSensors/moonshine-streaming-small	6.12
moonshine-streaming-medium	medium	TED-LIUM	moonshine-streaming-medium	UsefulSensors	4	UsefulSensors/moonshine-streaming-medium	6.12
moonshine-streaming-small	medium	TED-LIUM	moonshine-streaming-small	UsefulSensors	5	UsefulSensors/moonshine-streaming-small	6.12
moonshine-streaming-tiny-gguf	medium	TED-LIUM	moonshine-streaming-tiny	handy-computer	6	UsefulSensors/moonshine-streaming-tiny	6.12
parakeet_realtime_eou_120m-v1	low	Unknown	Unknown	nvidia	7	nvidia/parakeet_realtime_eou_120m-v1	5.48
multitalker-parakeet-streaming-0.6b-v1-gguf	low	Unknown	Unknown	handy-computer	8	nvidia/multitalker-parakeet-streaming-0.6b-v1	4.5
multitalker-parakeet-streaming-0.6b-v1	low	Unknown	Unknown	nvidia	9	nvidia/multitalker-parakeet-streaming-0.6b-v1	4.5
canary-1b-v2-gguf	low	Unknown	Unknown	handy-computer	10	nvidia/canary-1b-v2	4.29
canary-1b-v2	low	Unknown	Unknown	nvidia	11	nvidia/canary-1b-v2	4.29
canary-1b-v2-gguf	low	Unknown	Unknown	memoravox	12	nvidia/canary-1b-v2	4.29
parakeet-ctc-1.1b	low	Unknown	parakeet-ctc-1-1b	nvidia	13	nvidia/parakeet-ctc-1.1b	4.2
parakeet-ctc-1.1b-gguf	low	Unknown	parakeet-ctc-1-1b	handy-computer	14	nvidia/parakeet-ctc-1.1b	4.2
parakeet-tdt_ctc-110m-gguf	low	Unknown	Unknown	handy-computer	15	nvidia/parakeet-tdt_ctc-110m	4.16
parakeet-tdt_ctc-110m	low	Unknown	Unknown	nvidia	16	nvidia/parakeet-tdt_ctc-110m	4.16
parakeet-tdt-ctc-110m-coreml	medium	TEDLIUM-v3	Unknown	FluidInference	17	nvidia/parakeet-tdt_ctc-110m	4.16
parakeet-ctc-0.6b-gguf	low	Unknown	parakeet-ctc-0-6b	handy-computer	18	nvidia/parakeet-ctc-0.6b	4.11
parakeet-ctc-0.6b	low	Unknown	parakeet-ctc-0-6b	nvidia	19	nvidia/parakeet-ctc-0.6b	4.11
kotoba-whisper-bilingual-v1.0	low	Unknown	Unknown	kotoba-tech	20	—	4.1
canary-180m-flash-gguf	low	Unknown	Unknown	handy-computer	21	nvidia/canary-180m-flash	3.98
canary-180m-flash	low	Unknown	Unknown	nvidia	22	nvidia/canary-180m-flash	3.98
granite-speech-4.1-2b-plus-gguf	low	Unknown	granite-speech-4-1-2b-plus	handy-computer	23	ibm-granite/granite-speech-4.1-2b-plus	3.89
granite-speech-4.1-2b-plus-gguf	low	Unknown	granite-speech-4-1-2b-plus	memoravox	24	ibm-granite/granite-speech-4.1-2b-plus	3.89
parakeet-tdt_ctc-1.1b-gguf	low	Unknown	Unknown	handy-computer	25	nvidia/parakeet-tdt_ctc-1.1b	3.87
parakeet-tdt_ctc-1.1b	low	Unknown	Unknown	nvidia	26	nvidia/parakeet-tdt_ctc-1.1b	3.87
LFM2-Audio-1.5B	high	Open	lfm2-1-2b	LiquidAI	27	LiquidAI/LFM2-1.2B	3.56
nemotron-speech-streaming-en-0.6b	low	Unknown	nemotron-speech-streaming-en-0-6b	nvidia	28	nvidia/nemotron-speech-streaming-en-0.6b	3.5
nemotron-speech-streaming-en-0.6b-gguf	low	Unknown	nemotron-speech-streaming-en-0-6b	handy-computer	29	nvidia/nemotron-speech-streaming-en-0.6b	3.5
Nemotron-Speech-Streaming-0.6B-CoreML-INT8	medium	TEDLIUM	nemotron-speech-streaming-en-0-6b	aufklarer	30	nvidia/nemotron-speech-streaming-en-0.6b	3.5
nemotron-speech-streaming-en-0.6b-gguf	low	Unknown	nemotron-speech-streaming-en-0-6b	memoravox	31	nvidia/nemotron-speech-streaming-en-0.6b	3.5
parakeet-rnnt-0.6b	low	Unknown	parakeet-rnnt-0-6b	nvidia	32	nvidia/parakeet-rnnt-0.6b	3.47
parakeet-rnnt-0.6b-gguf	low	Unknown	parakeet-rnnt-0-6b	handy-computer	33	nvidia/parakeet-rnnt-0.6b	3.47
LFM2.5-Audio-1.5B	high	Open	lfm2-1-2b	LiquidAI	34	LiquidAI/LFM2-1.2B	3.47
LFM2.5-Audio-1.5B-GGUF	high	Open	lfm2-1-2b	Mungert	35	LiquidAI/LFM2-1.2B	3.47
parakeet-rnnt-0.6b-gguf	low	Unknown	parakeet-rnnt-0-6b	memoravox	36	nvidia/parakeet-rnnt-0.6b	3.47
parakeet-tdt-1.1b-gguf	low	Unknown	Unknown	handy-computer	37	nvidia/parakeet-tdt-1.1b	3.42
parakeet-tdt-1.1b	low	Unknown	Unknown	nvidia	38	nvidia/parakeet-tdt-1.1b	3.42
parakeet-tdt-0.6b-v2	high	Unknown	Unknown	nvidia	39	nvidia/parakeet-tdt-0.6b-v2	3.38
parakeet-tdt-0.6b-v2-gguf	high	Unknown	Unknown	handy-computer	40	nvidia/parakeet-tdt-0.6b-v2	3.38
thewhisper-large-v3-turbo	medium	TED-LIUM	whisper-large-v3-turbo	TheStageAI	41	openai/whisper-large-v3-turbo	3.37
CrisperWhisper	medium	[TED-LIUM](https://huggingface.co/datasets/LIUM/tedlium)	whisper-large-v3	nyralabs	42	openai/whisper-large-v3	3.35
CrisperWhisper	medium	[TED-LIUM](https://huggingface.co/datasets/LIUM/tedlium)	whisper-large-v3	unsloth	43	openai/whisper-large-v3	3.35
Voxtral-Mini-4B-Realtime-2602-4bit	low	Unknown	voxtral-mini-4b-realtime-2602	mlx-community	44	mistralai/Voxtral-Mini-4B-Realtime-2602	3.17
Voxtral-Mini-4B-Realtime-2602-fp16	low	Unknown	voxtral-mini-4b-realtime-2602	mlx-community	45	mistralai/Voxtral-Mini-4B-Realtime-2602	3.17
higgs-audio-v3-8b-stt	medium	TED-LIUM	Unknown	bosonai	46	bosonai/higgs-audio-v3-8b	3.14
canary-1b-flash-gguf	low	Unknown	canary-1b-flash	handy-computer	47	nvidia/canary-1b-flash	3.12
canary-1b-flash	low	Unknown	canary-1b-flash	nvidia	48	nvidia/canary-1b-flash	3.12
canary-1b-flash-gguf	low	Unknown	canary-1b-flash	memoravox	49	nvidia/canary-1b-flash	3.12
parakeet-rnnt-1.1b-gguf	low	Unknown	parakeet-rnnt-1-1b	handy-computer	50	nvidia/parakeet-rnnt-1.1b	3.11
parakeet-rnnt-1.1b	low	Unknown	parakeet-rnnt-1-1b	nvidia	51	nvidia/parakeet-rnnt-1.1b	3.11
granite-4.0-1b-speech	high	Unknown	granite-4-0-1b-base	ibm-granite	52	ibm-granite/granite-4.0-1b-base	3.1
granite-4.0-1b-speech-gguf	low	Unknown	granite-4-0-1b-speech	handy-computer	53	ibm-granite/granite-4.0-1b-speech	3.1
granite-4.0-1b-speech-ONNX	low	Unknown	granite-4-0-1b-speech	onnx-community	54	ibm-granite/granite-4.0-1b-speech	3.1
higgs-audio-v3-8b-stt-v2	medium	TED-LIUM	Unknown	bosonai	55	bosonai/higgs-audio-v3-8b	3.09
granite-speech-4.1-2b-plus	high	Unknown	granite-4-0-1b-base	ibm-granite	56	ibm-granite/granite-4.0-1b-base	3.07
Voxtral-Mini-4B-Realtime-2602	low	Unknown	ministral-3-3b-base-2512	mistralai	57	mistralai/Ministral-3-3B-Base-2512	2.86
Voxtral-Mini-4B-Realtime-2602-gguf	low	Unknown	voxtral-mini-4b-realtime-2602	handy-computer	58	mistralai/Voxtral-Mini-4B-Realtime-2602	2.86
Voxtral-Mini-4B-Realtime-2602-ONNX	low	Unknown	voxtral-mini-4b-realtime-2602	onnx-community	59	mistralai/Voxtral-Mini-4B-Realtime-2602	2.86
Voxtral-Mini-4B-Realtime-2602	low	Unknown	ministral-3-3b-base-2512	suleimanelkhoury	60	mistralai/Ministral-3-3B-Base-2512	2.86
Voxtral-Mini-4B-Realtime-2602-GGUF	low	Unknown	ministral-3-3b-base-2512	Bercraft	61	mistralai/Ministral-3-3B-Base-2512	2.86
Voxtral-Mini-4B-Realtime-2602-gguf	low	Unknown	voxtral-mini-4b-realtime-2602	memoravox	62	mistralai/Voxtral-Mini-4B-Realtime-2602	2.86
higgs-audio-v3-stt-v2	medium	TED-LIUM	higgs-audio-v3-stt	bosonai	63	bosonai/higgs-audio-v3-stt	2.76
parakeet-tdt-0.6b-v3-gguf	low	Unknown	parakeet-tdt-0-6b-v3	handy-computer	64	nvidia/parakeet-tdt-0.6b-v3	2.75
parakeet-tdt-0.6b-v3	low	Unknown	parakeet-tdt-0-6b-v3	nvidia	65	nvidia/parakeet-tdt-0.6b-v3	2.75
canary-qwen-2.5b	low	Unknown	canary-1b-flash	nvidia	66	nvidia/canary-1b-flash	2.72
canary-qwen-2.5b-gguf	low	Unknown	canary-qwen-2-5b	handy-computer	67	nvidia/canary-qwen-2.5b	2.72
distil-large-v3.5	medium	Tedlium	distil-large-v3-5	distil-whisper	68	distil-whisper/distil-large-v3.5	2.61
VibeVoice-ASR-HF	medium	tedlium_test	vibevoice-asr-hf	microsoft	69	microsoft/VibeVoice-ASR-HF	2.57
distil-large-v3.5	medium	tedlium-long-form	distil-large-v3-5	distil-whisper	70	distil-whisper/distil-large-v3.5	2.47

Provenance & metadata (1)

source

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