Automatic Speech Recognition

Benchmarks

Dataset Name	SOTA Method	Metric
LibriSpeech (test-other)		WER1.6	1,447	23d ago
LibriSpeech clean (test)	United-MedASR	WER0.98	1,410	23d ago
LibriSpeech (dev-other)	Qwen3-Omni-Inst	WER2.1	535	24d ago
LibriSpeech (dev-clean)	Step-Audio2-mini	WER (%)1.06	376	24d ago
AISHELL-1 (test)	FireRedASR2-AED	CER0.57	177	1mo ago
LibriSpeech (test-clean)		WER0.6	170	24d ago
LibriSpeech (test)		WER (%)1.97	147	1mo ago
LibriSpeech (other)		WER2.42	140	1mo ago
NKI-RUG-UMCG (patient speakers)	Whisper LoRA (+ VTLP)	WER12.9	128	2mo ago
LibriSpeech clean	ERNIE 5.0	WER1.16	124	1mo ago
OpenASR	Unified DM + MCR-RNNT 0.6B (larger right cont.)	Average WER5.76	100	16d ago
LibriSpeech 960h (test-other)	w2v-BERT XXL	WER2.5	98	1mo ago
TED-LIUM3 (test)	Ours.small	WER0.039	88	1mo ago
WenetSpeech Meeting (test)	FireRedASR-LLM	CER4.67	78	2mo ago
LibriReplay-DOA (test)		WER10.4	76	25d ago
LibriSpeech 960h (test-clean)	SPEARs+a XLarge	WER0.016	70	1mo ago
LibriSpeech 960h (dev-other)	w2v-BERT XXL	WER2.4	66	1mo ago
AISHELL-1 (dev)	NIM4-ASR	CER0.43	66	1mo ago
LibriSpeech and Common Voice	Rank-Based Tournament	WER0.051	64	26d ago
LibriSpeech 100h (test-clean)	SpeechT5	WER2.4	64	1mo ago
LRS3 (test)	Llama-AVSR	WER (%)0.79	58	4mo ago
WenetSpeech Net (test)	FireRedASR-LLM	CER4.6	57	3mo ago
Fleurs	FAMCONN	WER0.1058	56	4mo ago
SWITCHBOARD swbd	SOTA	WER4.3	56	1mo ago
AISHELL-1	FireRed-ASR	CER0.54	55	1mo ago

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