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Speech Denoising

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 61–65 of 65 papers

Title	Date	Tasks	Status	Hype
Joint Optimization of Masks and Deep Recurrent Neural Networks for Monaural Source Separation	Feb 13, 2015	DenoisingSpeech Denoising	CodeCode Available	0
Perceptual Loss based Speech Denoising with an ensemble of Audio Pattern Recognition and Self-Supervised Models	Oct 22, 2020	DenoisingEmotion Classification	CodeCode Available	0
Investigating the effect of residual and highway connections in speech enhancement models	Oct 22, 2018	DenoisingSpeech Denoising	CodeCode Available	0
Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization	Sep 15, 2017	DenoisingSpeech Denoising	CodeCode Available	0
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source Separation	Feb 14, 2020	Binary ClassificationDenoising	CodeCode Available	0

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All datasets LRS2+VGGSound LRS3+VGGSound

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1		CBAK	2.41	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1		CBAK	2.47	—	Unverified