audio-denoising

Noise removal/ reducer from the audio file in python. De-noising is done using Wavelets and thresholding is done by VISU Shrink thresholding technique

noise-reduction audio-processing-with-python noise-removal audio-denoising process-big-audio-files

UpdatedApr 30, 2023
Python

madhavmk /Noise2Noise-audio_denoising_without_clean_training_data

Star185

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 denoisi…

deep-learning speech autoencoder data-collection noise-reduction speech-enhancement speech-denoising noise-removal noise2noise audio-denoising audio-enhancement

UpdatedSep 1, 2023
Jupyter Notebook

tech-podcasts /SpeechEnhancement

Star121

基于深度学习的语音增强工具(Speech Enhancement Tools Based on Deep Learning)

podcast dialogue speech-enhancement audio-denoising audio-dereverb

UpdatedMar 18, 2023
Go

crlandsc /torch-log-wmse

Star38

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

audio python music machine-learning ai deep-learning torch sound-processing loss-functions bss mss audio-separation music-source-separation speech-denoising audio-quality audio-source-separation sound-separation audio-denoising sound-source-separation audio-quality-assessment

UpdatedJul 31, 2024
Python

will-rice /denoisers

Star34

Simple PyTorch Denoisers for Waveform Audio

audio pytorch unet denoising speech-enhancement denoiser pytorch-lightning audio-denoising denoisers waveunet

UpdatedFeb 24, 2025
Python

jose-solorzano /audio-denoiser

Star32

Uses machine learning to denoise audio containing speech

machine-learning audio-denoising

UpdatedJun 22, 2024
Python

sa-if /Audio-Denoiser

Star26

Python based audio denoiser 🔉

audio-processing python-based audio-denoising

UpdatedJun 4, 2023
Python

ap-atul /wavelets-ext

Star13

A re-implementation of the Wavelets package using Cython to improve the speed.

compression cython wavelet wavelets wavelet-transform discrete-wavelet-transform audio-denoising fast-wavelet-transform

UpdatedJan 17, 2021
Python

muhd-umer /deep-suppressor

Star12

DeepSuppressor: A deep learning-based approach to speech denoising

deep-learning signal-processing pytorch audio-denoising

UpdatedDec 23, 2023
Python

ksasso1028 /audio-reverb-removal

Star11

Code to train a custom time-domain autoencoder to dereverb audio

audio dsp pytorch autoencoder convolutional-neural-networks time-domain denoising-autoencoders denoising multi-task-learning dereverberation autoencoder-neural-network demucs audio-denoising audio-machine-learning audio-ml audio-ai convtasnet

UpdatedNov 30, 2023
Python

kts707 /real-time-audio-denoiser

Star10

A CNN-based audio denoiser

deep-learning audio-denoising

UpdatedMay 2, 2021
Python

athanatos96 /Complex-CNN-DeepLab-v3-with-STFT-for-audio-denoising

Star9

Paper Name: Complex Convolution Neural Network model (Complex DeepLab v3) on STFT time-varying frequency components for audio denoising Creating a Complex Deep Lab v3 model for audio denoising using STFT complex mask Dataset from:https://datashare.is.ed.ac.uk/handle/10283/2791

machine-learning deep-learning pytorch convolutional-neural-networks stft audio-processing deeplabv3 audio-denoising