resemble-ai/resemble-enhance

AI powered speech denoising and enhancement

Language: Python - Size: 23.4 KB - Last synced at: 13 days ago - Pushed at: 5 months ago - Stars: 1,727 - Forks: 194

drethage/speech-denoising-wavenet

A neural network for end-to-end speech denoising

Language: Python - Size: 57.3 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 679 - Forks: 164

breizhn/DTLN

Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.

Language: Python - Size: 25.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 501 - Forks: 143

posenhuang/deeplearningsourceseparation

Deep Recurrent Neural Networks for Source Separation

Language: MATLAB - Size: 500 MB - Last synced at: 18 days ago - Pushed at: almost 4 years ago - Stars: 368 - Forks: 133

NVIDIA/CleanUNet

Official PyTorch Implementation of CleanUNet (ICASSP 2022)

Language: Python - Size: 35.2 KB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 311 - Forks: 53

skirdey/voicerestore

VoiceRestore: Flow-Matching Transformers for Universal Speech Restoration

Language: Python - Size: 4.97 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 160 - Forks: 17

madhavmk/Noise2Noise-audio_denoising_without_clean_training_data

Source code for the paper titled "Speech Denoising without Clean Training Data: a Noise2Noise Approach". Paper accepted at the INTERSPEECH 2021 conference. This paper tackles the problem of the heavy dependence of clean speech data required by deep learning based audio denoising methods by showing that it is possible to train deep speech denoising networks using only noisy speech samples.

Language: Jupyter Notebook - Size: 348 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 125 - Forks: 37

haoxiangsnr/spiking-fullsubnet

Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.

Language: Python - Size: 154 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 90 - Forks: 15

cyrta/awesome-speech-enhancement

A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.

Size: 13.7 KB - Last synced at: about 14 hours ago - Pushed at: over 5 years ago - Stars: 66 - Forks: 15

eesungkim/Speech_Enhancement_MMSE-STSA

A statistical model-based Speech Enhancement Using MMSE-STSA

Language: Python - Size: 1.53 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 66 - Forks: 27

crlandsc/torch-log-wmse

logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.

Language: Python - Size: 396 KB - Last synced at: 1 day ago - Pushed at: 9 months ago - Stars: 38 - Forks: 1

AmbiqAI/nnse

NNSE (Neural Network Speech Enhancement) is a speech-denoiser optimized to run on Ambiq's low power platform

Language: C - Size: 145 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 37 - Forks: 6

varunagarwal97/Speech-Denoising-With-RNN

Speech Denoising using RNNs in Tensorflow

Language: Jupyter Notebook - Size: 16.6 KB - Last synced at: 17 days ago - Pushed at: about 7 years ago - Stars: 23 - Forks: 8

liqingchunnnn/Only-Noisy-Training

A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy audio signals in audio space for the first time.

Language: Python - Size: 474 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 22 - Forks: 6

Adibian/ResGrad

Unofficial implementation of ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech

Language: Python - Size: 2.23 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 15 - Forks: 4

alexanderepstein/tfrogs

Time-Frequency Regularized Overlapping Group Shrinkage

Language: MATLAB - Size: 5.74 MB - Last synced at: 10 days ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 2

hwang9u/simple-speech-enhancement

simple CAE(Convolutional Auto-Encoder) for variable-length speech enhancement.

Language: Python - Size: 6.97 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 2

testzer0/MetricGAN-Reloaded

An implementation of the paper MetricGAN (ICML 2019) in pytorch with some changes.

Language: Jupyter Notebook - Size: 1.72 GB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

vigneshramk/Meta-Learning-Generalizing-Speech-Denoising

Language: C - Size: 2.19 GB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1

WouterBesse/ConvDenoiser

Denoising speech audio using different types of CNN's combined with MFCC's.

Language: Jupyter Notebook - Size: 65.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ashenoy95/ml

Machine Learning, Neural Nets, Deep Learning basics

Language: Jupyter Notebook - Size: 4.36 MB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 0

1rsh/unet-speech-denoising

This repository contains a PyTorch implementation of U-Net applied on mel-spectograms of audio files for speech denoising.

Language: Python - Size: 67.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

aubin-tchoi/audio-speech-denoising

About Implementation and training of a deep neural network for speech denoising tasks.

Language: Jupyter Notebook - Size: 2.41 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

taro-masuda/bandainamco_speech_denoising

A solution of "Bandai Namco Data Science Challenge." The task is to estimate clean mel-spectrogram by removing noise from artificially contaminated noisy one.

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: about 15 hours ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 2