Automatic Speech Recognition

Benchmarks

Dataset Name	SOTA Method	Metric
LibriSpeech (test-other)		WER1.6	966	3d ago
LibriSpeech clean (test)	United-MedASR	WER0.98	833	3d ago
LibriSpeech (dev-other)	FAdam	WER2.49	411	3d ago
LibriSpeech (dev-clean)	wav2vec 2.0 + self-training	WER (%)1.1	319	3d ago
LibriSpeech (test-clean)		WER0.6	84	3d ago
LibriSpeech 960h (test-other)	w2v-BERT XXL	WER2.5	81	3d ago
LibriSpeech (other)		WER2.42	75	3d ago
AISHELL-1 (test)		CER3.1	71	3d ago
LibriSpeech clean	ERNIE 5.0	WER1.16	57	3d ago
Fleurs	FAMCONN	WER0.1058	56	3d ago
TED-LIUM3 (test)	Ours.small	WER0.039	55	3d ago
MyST children's speech corpus (test)	GRAPAM	WER9.36	54	3d ago
LibriSpeech 960h (test-clean)	Noisy Student Training	WER0.017	53	3d ago
LibriSpeech 960h (dev-other)	w2v-BERT XXL	WER2.4	50	3d ago
LRS3 (test)	Llama-AVSR	WER (%)0.79	46	3d ago
WenetSpeech Meeting (test)	FireRedASR-LLM	CER4.67	45	3d ago
GigaSpeech (test)	Phi-4-MM	WER9.78	40	3d ago
SWITCHBOARD swbd	SOTA	WER4.3	39	3d ago
LJ-Speech		WER3.33	35	3d ago
LibriSpeech		WER2.99	35	3d ago
AISHELL-1 (dev)	Neural Transducer	CER3.8	34	3d ago
H-O out-of-domain Sudanese dataset (holdout)	SDN W-Medium	WER51.6	32	3d ago
OOOK-Eval	SDN W-Medium	WER57.1	32	3d ago
LibriSpeech 100h (test-clean)	SpeechT5	WER2.4	32	3d ago
CHiME-4 simu (test)	WER-OA	WER4.94	31	3d ago

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