SOTAVerified

Speech Denoising

Obtain the clean speech of the target speaker by suppressing the background noise. Recent representative github platform ClearerVoice-Studio

Papers

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Showing 31–40 of 65 papers

TitleStatusHype
Multi-Channel Speech Denoising for Machine Ears—0
Speech Denoising in the Waveform Domain with Self-AttentionCode2
Task-specific Optimization of Virtual Channel Linear Prediction-based Speech Dereverberation Front-End for Far-Field Speaker VerificationCode0
S-DCCRN: Super Wide Band DCCRN with learnable complex feature for speech enhancement—0
Self-Supervised Speech Denoising Using Only Noisy Audio SignalsCode1
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech ProcessingCode3
Spark Deficient Gabor Frames for Inverse Problems—0
Perceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems—0
Incorporating Multi-Target in Multi-Stage Speech Enhancement Model for Better Generalization—0
Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection—0
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All datasetsLRS2+VGGSoundLRS3+VGGSound

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CBAK2.41—Unverified
#ModelMetricClaimedVerifiedStatus
1CBAK2.47—Unverified