speech-denoising

There are 11 repositories under speech-denoising topic.

resemble-ai / resemble-enhance
AI powered speech denoising and enhancement
denoise speech-denoising speech-enhancement speech-processing
Language:Python 899
drethage / speech-denoising-wavenet
A neural network for end-to-end speech denoising
machine-learning deep-learning neural-networks speech-denoising speech wavenet end-to-end speech-processing
Language:Python 656
breizhn / DTLN
Tensorflow 2.x implementation of the DTLN real time speech denoising model. With TF-lite, ONNX and real-time audio processing support.
audio audio-processing deep-learning dns-challenge dtln-model keras noise-reduction noise-suppression onnx raspberry-pi real-time-audio speech-denoising speech-enhancement speech-processing tensorflow tf-lite
Language:Python 542
posenhuang / deeplearningsourceseparation
Deep Recurrent Neural Networks for Source Separation
speech-separation matlab deep-learning audio-separation source-separation speech-denoising rnn
Language:MATLAB 364
NVIDIA / CleanUNet
Official PyTorch Implementation of CleanUNet (ICASSP 2022)
speech-denoising speech-enchacement noise-reduction speech-processing
Language:Python 267
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.
speech-denoising audio-denoising speech-enhancement audio-enhancement noise-reduction noise-removal noise2noise deep-learning autoencoder data-collection speech
Language:Jupyter Notebook 156
eesungkim / Speech_Enhancement_MMSE-STSA
A statistical model-based Speech Enhancement Using MMSE-STSA
mmse-stsa speech-denoising speech-enhancement speech-seperation statistical-speech-enhancement
Language:Python 68
cyrta / awesome-speech-enhancement
A curated list of awesome Speech Enhancement papers, libraries, datasets, and other resources.
speech-enhancement noise-reduction dereverberation speech-processing awesome awesome-list deep-learning denoising speech-denoising speech-separation
57
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.
pytorch self-supervised-learning speech-denoising
Language:Python 52
spiking-fullsubnet
haoxiangsnr / spiking-fullsubnet
Official repository of Spiking-FullSubNet, the Intel N-DNS Challenge Algorithmic Track Winner.
neuromorphic-computing noise-reduction speech-denoising speech-enhancement neuromorphic-audio-processing
Language:Python 42
AmbiqAI / nnse
NNSE (Neural Network Speech Enhancement) is a speech-denoiser optimized to run on Ambiq's low power platform
ai ambiq ambiq-micro modelzoo speech-denoising tinyml neuralspot
Language:C 23
varunagarwal97 / Speech-Denoising-With-RNN
Speech Denoising using RNNs in Tensorflow
neural-network speech-denoising recurrent-neural-networks lstm tensorflow-experiments stft
Language:Jupyter Notebook 22
majidAdibian77 / ResGrad
Unofficial implementation of ResGrad: Residual Denoising Diffusion Probabilistic Models for Text to Speech
fastspeech2 speech-denoising speech-synthesis text-to-speech resgrad
Language:Python 14
alexanderepstein / tfrogs
Time-Frequency Regularized Overlapping Group Shrinkage
convex-optimization group-sparsity l1-optimization speech-denoising
Language:MATLAB 3
santoshd97 / Speech_Denoising_with_CNN
Removing noise from speech using 1-D & 2-D Convolutional Neural Network (CNN)
convolutional-neural-networks deep-learning signal-processing speech-denoising
Language:Jupyter Notebook 3
testzer0 / MetricGAN-Reloaded
An implementation of the paper MetricGAN (ICML 2019) in pytorch with some changes.
asr data-augmentation deep-learning gan pytorch speech-denoising icml
Language:Jupyter Notebook 2
vigneshramk / Meta-Learning-Generalizing-Speech-Denoising
deep-learning speech-denoising meta-learning auto-encoders
Language:C 2
WouterBesse / ConvDenoiser
Denoising speech audio using different types of CNN's combined with MFCC's.
cnn denoising pytorch speech-denoising speech-enhancement variational-autoencoder
Language:Jupyter Notebook 2
ashenoy95 / ml
Machine Learning, Neural Nets, Deep Learning basics
ml backpropagation mlp neural-network python3 gmm mnist-classification lstm speech-denoising rnn-tensorflow expectation-maximization-algorithm
Language:Jupyter Notebook 1
1rsh / unet-speech-denoising
This repository contains a PyTorch implementation of U-Net applied on mel-spectograms of audio files for speech denoising.
pytorch-implementation speech-denoising speech-enhancement
Language:Python 0
aubin-tchoi / audio-speech-denoising
About Implementation and training of a deep neural network for speech denoising tasks.
audio-processing conv-tasnet deep-learning speech-denoising
Language:Jupyter Notebook 0
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.
digital-signal-processing machine-learning speech-denoising python3 jupyter-notebook
Language:Jupyter Notebook 0

speech-denoising

resemble-ai / resemble-enhance

drethage / speech-denoising-wavenet

breizhn / DTLN

posenhuang / deeplearningsourceseparation

NVIDIA / CleanUNet

madhavmk / Noise2Noise-audio_denoising_without_clean_training_data

eesungkim / Speech_Enhancement_MMSE-STSA

cyrta / awesome-speech-enhancement

liqingchunnnn / Only-Noisy-Training

haoxiangsnr / spiking-fullsubnet

AmbiqAI / nnse

varunagarwal97 / Speech-Denoising-With-RNN

majidAdibian77 / ResGrad

alexanderepstein / tfrogs

santoshd97 / Speech_Denoising_with_CNN

testzer0 / MetricGAN-Reloaded

vigneshramk / Meta-Learning-Generalizing-Speech-Denoising

WouterBesse / ConvDenoiser

ashenoy95 / ml

1rsh / unet-speech-denoising

aubin-tchoi / audio-speech-denoising

taro-masuda / bandainamco_speech_denoising