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 11–20 of 65 papers

TitleStatusHype
Miipher: A Robust Speech Restoration Model Integrating Self-Supervised Speech and Text RepresentationsCode1
WaveCRN: An Efficient Convolutional Recurrent Neural Network for End-to-end Speech EnhancementCode1
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel PruningCode1
Speech Denoising with Deep Feature LossesCode1
Speech Denoising Without Clean Training Data: A Noise2Noise ApproachCode1
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird SoundsCode1
Speech Denoising by Accumulating Per-Frequency Modeling FluctuationsCode1
A Modulation-Domain Loss for Neural-Network-based Real-time Speech EnhancementCode1
Speech Denoising with Auditory ModelsCode1
Self-Supervised Speech Denoising Using Only Noisy Audio SignalsCode1
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All datasetsLRS2+VGGSoundLRS3+VGGSound

Benchmark Results

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