SOTAVerified

Audio Denoising

Papers

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Showing 1–20 of 20 papers

TitleStatusHype
Speech Denoising by Accumulating Per-Frequency Modeling FluctuationsCode1
BirdSoundsDenoising: Deep Visual Audio Denoising for Bird SoundsCode1
CleanUMamba: A Compact Mamba Network for Speech Denoising using Channel PruningCode1
Speech Denoising Without Clean Training Data: A Noise2Noise ApproachCode1
On the Design of Deep Priors for Unsupervised Audio RestorationCode1
Self-Supervised Speech Denoising Using Only Noisy Audio SignalsCode1
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
Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity—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
Learning Sparse Adversarial Dictionaries For Multi-Class Audio Classification—0
aTENNuate: Optimized Real-time Speech Enhancement with Deep SSMs on Raw Audio—0
Self-Supervised Inference in State-Space Models—0
The Intel Neuromorphic DNS ChallengeCode0
Co-Separating Sounds of Visual ObjectsCode0
Learning to Separate Object Sounds by Watching Unlabeled VideoCode0
Complex Image Generation SwinTransformer Network for Audio DenoisingCode0
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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