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 26–50 of 65 papers

TitleStatusHype
DENOASR: Debiasing ASRs through Selective Denoising—0
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
Target Speech Extraction with Conditional Diffusion Model—0
A Multi-Stage Triple-Path Method for Speech Separation in Noisy and Reverberant Environments—0
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
Speech Dereverberation with A Reverberation Time Shortening Target—0
FB-MSTCN: A Full-Band Single-Channel Speech Enhancement Method Based on Multi-Scale Temporal Convolutional Network—0
The PCG-AIID System for L3DAS22 Challenge: MIMO and MISO convolutional recurrent Network for Multi Channel Speech Enhancement and Speech Recognition—0
Multi-Channel Speech Denoising for Machine Ears—0
Task-specific Optimization of Virtual Channel Linear Prediction-based Speech Dereverberation Front-End for Far-Field Speaker VerificationCode0
S-DCCRN: Super Wide Band DCCRN with learnable complex feature for speech enhancement—0
Spark Deficient Gabor Frames for Inverse Problems—0
Perceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems—0
Incorporating Multi-Target in Multi-Stage Speech Enhancement Model for Better Generalization—0
Zero-Shot Personalized Speech Enhancement through Speaker-Informed Model Selection—0
Learning robust speech representation with an articulatory-regularized variational autoencoder—0
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All datasetsLRS2+VGGSoundLRS3+VGGSound

Benchmark Results

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