Speech Enhancement

Benchmarks

Dataset Name	SOTA Method	Metric
VoiceBank-DEMAND (test)	ZipEnhancer	PESQ3.628	128	18d ago
VoiceBank + DEMAND (VB-DMD) (test)	Ours(+ PESQ loss)	PESQ3.99	105	1mo ago
Ad-hoc microphone array 8-channel (test)	Refined SpatialNet	STOI0.961	59	22d ago
Ad-hoc microphone array 4-channel (test)	Refined SpatialNet	STOI0.938	38	22d ago
DNS Challenge Real Recordings (test)	MAGE	SIG Score4.206	32	4d ago
DNS with reverb (test)	FullSubNet+	STOI93.84	27	1mo ago
DNS no_reverb (test)	ZipEnhancer	PESQ3.419	27	1mo ago
DNS Challenge With Reverb (test)	BigCodec Resyn. GT	SIG4.473	24	4d ago
VoiceBank-DEMAND Traffic 1.0 (test)	DAT	PESQ3.016	24	1mo ago
TIMIT Baby-cry noise	DOTN	PESQ2.277	24	1mo ago
TIMIT Cafeteria noise	DOTN	PESQ2.458	24	1mo ago
TIMIT Crowd-party noise	DOTN	PESQ2.447	24	1mo ago
TIMIT Helicopter noise	DOTN	PESQ2.677	24	1mo ago
VoiceBank-DEMAND Public square	DOTN	STOI0.931	24	1mo ago
VoiceBank-DEMAND Cafe	DOTN	STOI90.5	24	1mo ago
VoiceBank-DEMAND Traffic	DOTN	STOI92.7	24	1mo ago
Multilingual low-SNR (evaluation set)	DPDFNet-8	PESQ3.2	23	1mo ago
WSJ0–QUT (test)	Conv-TasNet	SI-SDR12.63	23	1mo ago
DNS (test)	Sudo rm-rf	SI-SDR (dB)19.7	23	1mo ago
Speech Enhancement (SE) Task (test)	RNDVoC-shared	PESQ2.155	22	1mo ago
DNS no-reverb 2020 (test)	BSRNN-S + MRSD	PESQ (WB)3.53	20	1mo ago
URGENT Challenge 2025 (non-blind test)		DNSMOS3.28	19	1mo ago
ATC Corpus	DEMUCS	CSIG4.72	19	1mo ago
VCTK Accelerometer 12-bit, 4-16 kHz upsampling (test)	SUBARU	LSD0.87	18	1mo ago
VCTK Vibration sensor 12-bit, 4-16 kHz upsampling (test)	SUBARU	LSD (Log-Spectral Distance)0.84	18	1mo ago

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