SOTAVerified

Speech Denoising

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–65 of 65 papers

TitleStatusHype
Phase-aware Single-stage Speech Denoising and Dereverberation with U-NetCode0
Sparse Mixture of Local Experts for Efficient Speech EnhancementCode0
WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech EnhancementCode1
Simultaneous Denoising and Dereverberation Using Deep Embedding Features—0
A Review of Multi-Objective Deep Learning Speech Denoising Methods—0
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationCode0
AeGAN: Time-Frequency Speech Denoising via Generative Adversarial Networks—0
Speech Denoising by Accumulating Per-Frequency Modeling FluctuationsCode1
Speech denoising by parametric resynthesis—0
Investigating the effect of residual and highway connections in speech enhancement modelsCode0
Speech Denoising Convolutional Neural Network trained with Deep Feature Losses.Code0
Speech Denoising with Deep Feature LossesCode1
Deep Speech Denoising with Vector Space Projections—0
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix FactorizationCode0
Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source SeparationCode0
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All datasetsLRS2+VGGSoundLRS3+VGGSound

Benchmark Results

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