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
TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain—0
Improving Speech Enhancement Performance by Leveraging Contextual Broad Phonetic Class Information—0
Perceptual Loss based Speech Denoising with an ensemble of Audio Pattern Recognition and Self-Supervised ModelsCode0
Phase-aware Single-stage Speech Denoising and Dereverberation with U-NetCode0
Sparse Mixture of Local Experts for Efficient Speech EnhancementCode0
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 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
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