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 31–40 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
Perceptual Loss based Speech Denoising with an ensemble of Audio Pattern Recognition and Self-Supervised ModelsCode0
Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection—0
A Multi-Stage Triple-Path Method for Speech Separation in Noisy and Reverberant Environments—0
An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS—0
Are Deep Speech Denoising Models Robust to Adversarial Noise?—0
A Review of Multi-Objective Deep Learning Speech Denoising Methods—0
CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram—0
Complexity Scaling for Speech Denoising—0
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All datasetsLRS2+VGGSoundLRS3+VGGSound

Benchmark Results

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