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 21–30 of 65 papers

TitleStatusHype
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix FactorizationCode0
Task-specific Optimization of Virtual Channel Linear Prediction-based Speech Dereverberation Front-End for Far-Field Speaker VerificationCode0
Let SSMs be ConvNets: State-space Modeling with Optimal Tensor ContractionsCode0
Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source SeparationCode0
Investigating the effect of residual and highway connections in speech enhancement modelsCode0
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationCode0
Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and RestorationCode0
Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech RestorationCode0
Speech Dereverberation with a Reverberation Time Shortening TargetCode0
Sparse Mixture of Local Experts for Efficient Speech EnhancementCode0
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All datasetsLRS2+VGGSoundLRS3+VGGSound

Benchmark Results

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