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 1–25 of 65 papers

TitleStatusHype
Active Speech Enhancement: Active Speech Denoising Decliping and Deveraberation—0
Knowledge Distillation for Speech Denoising by Latent Representation Alignment with Cosine Distance—0
Are Deep Speech Denoising Models Robust to Adversarial Noise?—0
Let SSMs be ConvNets: State-space Modeling with Optimal Tensor ContractionsCode0
TouchTTS: An Embarrassingly Simple TTS Framework that Everyone Can Touch—0
DENOASR: Debiasing ASRs through Selective Denoising—0
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel PruningCode1
Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNetCode2
Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and RestorationCode0
aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio—0
Schrödinger Bridge for Generative Speech Enhancement—0
An Investigation of Noise Robustness for Flow-Matching-Based Zero-Shot TTS—0
Super Denoise Net: Speech Super Resolution with Noise Cancellation in Low Sampling Rate Noisy Environments—0
uSee: Unified Speech Enhancement and Editing with Conditional Diffusion Models—0
Complexity Scaling for Speech Denoising—0
CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram—0
Explicit Estimation of Magnitude and Phase Spectra in Parallel for High-Quality Speech EnhancementCode2
Target Speech Extraction with Conditional Diffusion Model—0
A Multi-Stage Triple-Path Method for Speech Separation in Noisy and Reverberant Environments—0
Miipher: A Robust Speech Restoration Model Integrating Self-Supervised Speech and Text RepresentationsCode1
Speech Enhancement with Multi-granularity Vector Quantization—0
Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech RestorationCode0
Speech Dereverberation with a Reverberation Time Shortening TargetCode0
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird SoundsCode1
CMGAN: Conformer-Based Metric-GAN for Monaural Speech EnhancementCode2
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All datasetsLRS2+VGGSoundLRS3+VGGSound

Benchmark Results

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