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Papers Benchmarks Datasets Tasks

Speech Denoising research benchmarks · SOTA2 Research

Speech Denoising

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DNS no-reverb (test)

3.262PESQ (WB)

16

Feb 26, 2026

3.5PESQ

12

Feb 26, 2026

4.5PESQ

11

Jul 9, 2026

CHiME-3 real noisy speech

2.46DNSMOS Score

9

Jun 2, 2026

VCTK-DEMAND (test)

3.17PESQ

8

Feb 26, 2026

WSJ0-CHiME3 (test)

2.85PESQ

8

Feb 26, 2026

VoiceBank+DEMAND (test)

3.604PESQ

7

Feb 26, 2026

Valentini (test)

95.6STOI (%)

7

Jun 4, 2026

LibriMix (test)

4.25N-MOS

5

Feb 26, 2026

WSJ0+WHAMR! (test)

2.75WB-PESQ

5

Feb 26, 2026

DNS Non-Reverberant 2020 (test)

2.901PESQ

5

Feb 26, 2026

internal dataset (test)

2.45PESQ (WB)

5

Feb 26, 2026

DNS-challenge no-reverberant 2020 (test)

Conditional TasNet

18SDR

5

Feb 26, 2026

0.001RTF

4

Feb 26, 2026

SuDoRM-RF++ (DEN16)

2.41PESQ

3

Jun 4, 2026

VB-Demand (test)

3.27PESQ

3

Feb 26, 2026

DNS Stationary Noise

Sigmoid-Driven Ideal Ratio Masking

1.763PESQ (Wideband)

2

Apr 1, 2026

DNS Dataset Nonstationary Noise

Proposed Real-Time Denoiser

1.699PESQ (Wideband)

2

Apr 1, 2026

Popular datasets

DNS VoiceBank + DEMAND DNS Challenge VCTK-DEMAND WSJ0-CHiME

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