Target Speaker Extraction

Benchmarks

Dataset Name	SOTA Method	Metric
Libri2Mix (Clean)	DiffSep+SV	DNSMOS OVL3.14	14	9d ago
PORTE 100% overlap	VorTEX	SISDRi2.04	10	1mo ago
PORTE 80% overlap	VorTEX	SISDRi3.57	10	1mo ago
PORTE (60% overlap)	VorTEX	SISDRi4.35	10	1mo ago
PORTE (40% overlap)	VorTEX	SISDRi4.66	10	1mo ago
PORTE (20% overlap)	VorTEX	SISDRi5.65	10	1mo ago
PORTE (0% overlap)	AudioSep	SISDRi13.01	10	1mo ago
PORTE Avg.	VorTEX	SISDRi4.56	10	1mo ago
Synthetic moving-speaker dataset		PESQ2.14	9	23d ago
Libri2Mix Clean min 16 kHz	AlphaFlowTSE	PESQ3.27	9	1mo ago
Libri2Mix clean (test)	GenTSE	DNSMOS SIG3.656	9	1mo ago
ESD (test)	EvoTSE	SI-SDRi (dB)16.67	8	9d ago
WSJ0 2mix	EvoTSE	SI-SDRi (dB)23.44	8	9d ago
Libri2Mix Noisy min 16 kHz	AlphaFlowTSE	PESQ2.28	8	1mo ago
Libri2Mix Noisy	MeanFlow-TSE	PESQ2.21	7	1mo ago
REAL-T AliMeeting Chinese	AlphaFlowTSE	DNSMOS OVRL2.086	6	1mo ago
REAL-T AISHELL-4 Chinese	AlphaFlowTSE	DNSMOS OVRL2.277	6	1mo ago
REAL-T DipCo English	AlphaFlowTSE	DNSMOS OVRL1.56	6	1mo ago
REAL-T CHiME-6 English subset	MeanFlowTSE	DNSMOS OVRL1.896	6	1mo ago
REAL-T AMI English	MeanFlowTSE	DNSMOS OVRL2.178	6	1mo ago
PORTE Avg.	StyleTSE	SuRE0	5	1mo ago
Libri2Mix Single Speaker (test)		WER2.9	5	1mo ago
ICASSP DNS-challenge Track 2 - Speakerphone 2023 (test)	LLaSE-G1	SIG Score4.11	5	1mo ago
ICASSP DNS-challenge Track 1 - Headset 2023 (test)	LLaSE-G1	SIG Score4.21	5	1mo ago
AISHELL Noisy zero-shot	WHYV	SI-SDR10.2	5	1mo ago

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