Multi-talker Automatic Speech Recognition

Benchmarks

Dataset Name	SOTA Method	Metric
Libri2Mix Clean (dev)	ID-30.D	WER3	23	3mo ago
Libri2Mix Noisy (Eval)	ID-20.D	WER7.5	22	3mo ago
Libri2Mix clean (test)	ID-30.D	WER3.1	21	17d ago
Libri3Mix Clean (Eval)	ID-30.D	WER8.7	20	3mo ago
Libri3Mix Noisy (eval)	ID-30.D	WER17.1	19	3mo ago
Libri3Mix Clean (dev)	ID-30.D	WER8.6	17	3mo ago
Libri3Mix Noisy (dev)	ID-30.D	WER18.8	17	3mo ago
Libri2Mix Noisy (dev)	ID-20.D	WER8.4	17	3mo ago
LibrispeechMix 2mix (test)	H-SAGE	WER5.7	14	22d ago
LibrispeechMix 2mix (dev)	GLAD-SOT	WER6	14	22d ago
Libri2Mix Clean (eval)	SOP-Llama-3B	WER3.6	11	4mo ago
LibrispeechMix 3mix (test)	GLAD-SOT	WER21.1	9	4mo ago
LibrispeechMix 3mix (dev)	GLAD-SOT	WER21.7	9	4mo ago
Librispeech (test)	GLAD-SOT	WER4.1	9	4mo ago
Librispeech (dev)	GLAD-SOT	WER3.7	9	4mo ago
LibriMix 2 Clean (test)	SE-DiCoW	tcpWER3.4	9	4mo ago
LibriMix 2 Both (test)	SE-DiCoW	tcpWER8.7	8	4mo ago
LibriMix 3 Clean (test)	GEncSep	tcpWER13.1	8	4mo ago
AMI MDM (test)		tcpWER28.57	5	1mo ago
CH109	GLAD-SOT	Total WER0.366	4	4mo ago
CH109 2-speaker	GLAD-SOT	WER48.9	4	4mo ago
CH109 1-speaker	GLAD-SOT	WER32.5	4	4mo ago
LibriSpeech Other (test)	tgt spk HLG	tcpWER6.1	3	4mo ago
LibriSpeech Clean (test)	tgt spk HLG	tcpWER3.6	3	4mo ago
Synth (test)	tgt spk HLG	tcpWER9.6	3	4mo ago

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