Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

DNS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Speech EnhancementDNS no_reverb (test)
PESQ3.419
46
Speech EnhancementDNS Challenge Real Recordings (test)
SIG Score4.206
41
Speech EnhancementDNS no-reverb 2020 (test)
Signal Score (SIG)3.753
30
Speech EnhancementDNS with reverb (test)
STOI93.84
27
Speech EnhancementDNS (test)
SI-SDR (dB)19.7
23
Speech EnhancementDNS No-Reverb 1 (test)
DNSMOS3.44
19
Personalized Speech EnhancementDNS Track 2: Speakerphone Blind 5 (test)
SIG Score4.73
19
Personalized Speech EnhancementDNS Track 1: Headset 5 (test)
SIG Score4.75
19
General Speech RestorationDNS-Real Out-Domain (test)
SIG3.59
17
Speech EnhancementDNS blind (real recordings) 2020 (test)
SIG Score3.63
16
Speech EnhancementDNS blind synthetic with reverb 2020 (test)
SIG Score3.76
16
Speech DenoisingDNS no-reverb (test)
PESQ (WB)3.262
16
Speech EnhancementDNS with reverb 2020 (test)
PESQ-WB3.72
16
Speech EnhancementDNS-Challenge (test)
SI-SDRi (dB)6.8
15
Speech EnhancementDNS non-blind 2020 (test)
SI-SNR23.3
12
Speech RestorationDNS No Reverb 2020 (test)
SIG Score3.67
10
Speech RestorationDNS With Reverb 2020 (test)
SIG Score3.67
10
Speech EnhancementDNS3 public With Reverb (test)
SIG Score3.24
9
Speech EnhancementDNS dataset
PESQ (Wideband)3.72
9
Personalized Speech EnhancementDNS Without Interference 2022 (test)
SIG Score4.3
8
Personalized Speech EnhancementDNS blind (With Interference) 2022 (test)
SIG Score3.97
8
Speech EnhancementDNS w/o reverb cross-domain 2020 (test)
WB-PESQ2.796
7
General Speech RestorationDNS-with-Reverb Out-Domain (test)
SIG3.581
7
Speech EnhancementDNS w/o reverberation 2020 (test)
NB-PESQ3.74
7
Audio DenoisingDNS1 no-reverb
PESQ3.23
7
Showing 25 of 36 rows