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
Speech Dereverberation with a Reverberation Time Shortening TargetCode0
Let SSMs be ConvNets: State-space Modeling with Optimal Tensor ContractionsCode0
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
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationCode0
Perceptual Loss based Speech Denoising with an ensemble of Audio Pattern Recognition and Self-Supervised ModelsCode0
TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain—0
uSee: Unified Speech Enhancement and Editing with Conditional Diffusion Models—0
Active Speech Enhancement: Active Speech Denoising Decliping and Deveraberation—0
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
Analysing Diffusion-based Generative Approaches versus Discriminative Approaches for Speech Restoration—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
Deep Speech Denoising with Vector Space Projections—0
DENOASR: Debiasing ASRs through Selective Denoising—0
FB-MSTCN: A Full-Band Single-Channel Speech Enhancement Method Based on Multi-Scale Temporal Convolutional Network—0
Generative Speech Foundation Model Pretraining for High-Quality Speech Extraction and Restoration—0
Incorporating Multi-Target in Multi-Stage Speech Enhancement Model for Better Generalization—0
Knowledge Distillation for Speech Denoising by Latent Representation Alignment with Cosine Distance—0
Learning robust speech representation with an articulatory-regularized variational autoencoder—0
Multi-Channel Speech Denoising for Machine Ears—0
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All datasetsLRS2+VGGSoundLRS3+VGGSound

Benchmark Results

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