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DNS Challenge

Benchmarks

Task NameDataset NameSOTA ResultTrend
Speech EnhancementDNS Challenge Without Reverb (test)
NB-PESQ3.92
14
Speech EnhancementDNS challenge blind 1 (test)
Score (No Reverb)4.07
14
Speech EnhancementDNS Challenge Real-world recordings 2020
SIG4.1
11
Speech enhancementDNS Challenge 2020 (test)
DNSMOS Score3.64
9
Speech EnhancementDNS Challenge official synthetic dataset-2 (test)
PESQ3.3
8
Speech EnhancementDNS Challenge 2020
PESQ3.39
8
Speech EnhancementDNS Challenge synthetic With reverb
PESQ2.71
8
Speech EnhancementDNS Challenge synthetic No reverb
PESQ2.73
8
Speech EnhancementDNS Challenge INTERSPEECH Without Reverb 2020 (test)
WB-PESQ2.777
7
Speech EnhancementDNS Challenge With Reverb 2020 (test)
WB-PESQ2.969
7
Speech EnhancementDNS Challenge SNR [-10, 0] dB 2020 (test)
SI-SDR6.44
6
Speech EnhancementDNS Challenge 2020 SNR [-20, -10) dB (test)
SI-SDR-4
6
Speech EnhancementDNS Challenge simulated (test)
PESQ (no reverb)3.266
6
Target Speaker ExtractionICASSP DNS-challenge Track 1 - Headset 2023 (test)
SIG Score4.21
5
Speech EnhancementDNS Challenge Non-reverberation 2021 (test)
STOI (-6dB)77.88
5
Speech EnhancementDNS Challenge Non-reverberation (test)
SNR (-6dB)5.93
5
Speech Enhancement2nd DNS Challenge reverberant (test)
PESQ (-6dB)2.08
5
Speech EnhancementDNS-Challenge reverberation 2nd (test)
STOI (-6dB)66.42
5
Speech denoisingDNS-challenge no-reverberant 2020 (test)
SDR18
5
Speech EnhancementDNS Challenge synthetic non-reverberant 90-second 2020 (test)
OVRLMOS3.1
3
Speech EnhancementDNS Challenge synthetic non-reverberant 10-second 2020 (test)
OVRLMOS3.1
3
Noise SuppressionDNS Challenge blind Real Recordings 2020 (test)
MOS3.4
2
Noise SuppressionDNS Challenge Synthetic with Reverb 2020 (test)
MOS3.19
2
Noise SuppressionDNS Challenge Synthetic without Reverb blind 2020 (test)
MOS4.07
2
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