Automatic Speech Recognition

Benchmarks

Dataset Name	SOTA Method	Metric
LibriSpeech clean (test)	United-MedASR	WER0.98	1,156	4d ago
LibriSpeech (test-other)		WER1.6	1,151	4d ago
LibriSpeech (dev-other)	Qwen3-Omni-Inst	WER2.1	462	2d ago
LibriSpeech (dev-clean)	Step-Audio2-mini	WER (%)1.06	340	8d ago
AISHELL-1 (test)	FireRedASR2-AED	CER0.57	97	8d ago
LibriSpeech (other)		WER2.42	96	8d ago
LibriSpeech 960h (test-other)	w2v-BERT XXL	WER2.5	88	1mo ago
LibriSpeech (test-clean)		WER0.6	84	1mo ago
LibriSpeech clean	ERNIE 5.0	WER1.16	80	8d ago
WenetSpeech Meeting (test)	FireRedASR-LLM	CER4.67	78	18d ago
LibriSpeech 960h (test-clean)	SPEARs+a XLarge	WER0.016	60	1mo ago
TED-LIUM3 (test)	Ours.small	WER0.039	59	19d ago
LRS3 (test)	Llama-AVSR	WER (%)0.79	58	1mo ago
WenetSpeech Net (test)	FireRedASR-LLM	CER4.6	57	18d ago
Fleurs	FAMCONN	WER0.1058	56	1mo ago
MyST children's speech corpus (test)	GRAPAM	WER9.36	54	1mo ago
AISHELL-1	FireRed-ASR	CER0.54	50	25d ago
LibriSpeech 960h (dev-other)	w2v-BERT XXL	WER2.4	50	1mo ago
AISHELL-1 (dev)	Ours	CER0.45	49	8d ago
LibriSpeech Psychoacoustic attack	CTC-FP32	WER0	48	24d ago
LibriSpeech C&W attack	CTC-FP32	WER0	48	24d ago
TED-LIUM 3	Offline Whisper	WER3.7	45	8d ago
GigaSpeech (test)	Phi-4-MM	WER9.78	45	5d ago
LibriSpeech 100h (test-clean)	SpeechT5	WER2.4	43	1mo ago
SWITCHBOARD swbd	SOTA	WER4.3	39	1mo ago

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