SOTAVerified

Audio Denoising

Papers

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Showing 1–20 of 20 papers

TitleStatusHype
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel PruningCode1
Speech Denoising by Accumulating Per-Frequency Modeling FluctuationsCode1
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird SoundsCode1
Self-Supervised Speech Denoising Using Only Noisy Audio SignalsCode1
Speech Denoising Without Clean Training Data: A Noise2Noise ApproachCode1
On the Design of Deep Priors for Unsupervised Audio RestorationCode1
Complex Image Generation SwinTransformer Network for Audio DenoisingCode0
Learning to Separate Object Sounds by Watching Unlabeled VideoCode0
Co-Separating Sounds of Visual ObjectsCode0
The Intel Neuromorphic DNS ChallengeCode0
Learning Sparse Adversarial Dictionaries For Multi-Class Audio Classification—0
Audio Attacks and Defenses against AED Systems -- A Practical Study—0
Audio Denoising for Robust Audio Fingerprinting—0
Diffusion Gaussian Mixture Audio Denoise—0
Efficient Video and Audio processing with Loihi 2—0
Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity—0
Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos—0
Low-rankness of Complex-valued Spectrogram and Its Application to Phase-aware Audio Processing—0
aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio—0
Self-Supervised Inference in State-Space Models—0
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All datasetsAV-Bench - Guitar SoloAV-Bench - Violin YanniAV-Bench - Wooden Horse

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-SeparationNSDR11.9—Unverified
#ModelMetricClaimedVerifiedStatus
1Co-SeparationNSDR8.53—Unverified
#ModelMetricClaimedVerifiedStatus
1Co-SeparationNSDR14.5—Unverified