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AUDIO Effects Enhancers stable

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$\color{orange}\textsf{{SORTING: Language (a>z) > License (openness) > Repository (a>z)}}$

Aligners

Repository Short description Language License Last commit
Differentiable APFs Code for Differentiable Allpass Filters for Phase Response Estimation and Automatic Signal Alignment paper
StereoPhaseNet A deep learning project aimed at correcting phase issues in stereo audio recordings
RLAutoAlign Using reinforcement learning to automatically phase align audio
Audio Enhancement from Multiple Crowdsourced Recordings Code for Audio Enhancement from Multiple Crowdsourced Recordings: A Simple and Effective Baseline paper
DNN Auto Align Aims to align an input signal with a target / reference signal using differentiable all-pass filters
Exploiting Time-Frequency Conformers for Music Audio Enhancement Implementation of the "Exploiting Time-Frequency Conformers for Music Audio Enhancement" paper

Declippers

Repository Short description Language License Last commit
Audio_declipping Audio De-clipping Via Deep Learning
audio-declipper Audio Declipping with Social Sparsity
declipnet Declipping audio with deep learning technique (wavenet)

Denoisers

Repository Short description Language License Last commit
Sekte Reducing the Noise in the Audio Signal by Deep Learning Methods
Audio-Denoiser Audio Denoiser implemented by CNN and GAN
Audio-Enhancement-via-ONMF Code for "On audio enhancement via online non-negative matrix factorization" paper
Audio De-noising A simple yet very powerful noise remover and reducer using Wavelet Transform
Denoise Network Neural network for denoising audio recording

Dereverbers

Repository Short description Language License Last commit
Learning Audio-Visual Dereverberation Code for "Learning Audio-Visual Dereverberation" paper
dereverberation-ml It aims at using deep learning to retrieve effects from sets of data.
Dereverb_MetricGAN-U -
audio_dereverberation -
Audio Reverb Removal with Pytorch Code to train a custom time-domain autoencoder to dereverb audio
Dereverberation dereverberation

Upscalers

Repository Short description Language License Last commit
AudioSuperResolution Generate higher quality audio from a lower one, using Convolutional neural network.
Audio Enhancement with Deep Learning Denoising and upsampling audio files using DNN architectures such as autoencoders, SEGAN and WaveNet
Audio Super Resolution Using Neural Networks Audio super resolution using neural networks
AudioSR-DeepUnfold A deep learning-powered toolkit for super-resolution in sparse microphone arrays
AudioSR Versatile Audio Super-resolution at Scale
AudioEnhancer A neural network capable of upsampling audio
DualCycleGAN Official implementation of Nonparallel High-Quality Audio Super Resolution with Domain Adaptation and Resampling CycleGANs paper
nuwave A Diffusion Probabilistic Model for Neural Audio Upsampling
nuwave2 A General Neural Audio Upsampling Model for Various Sampling Rates
Audio Super Resolution Enhancment of Audio Quality (Bit-Depth and Sampling-Rate) using Deep Learning
audio-gan Audio super resolution gan
audio-super-resolution-with-GAN audio super resolution with GAN
Deep Learning for Audio Super-Resolution Reconstruct high-quality audio from low-quality signals

Restorers

Repository Short description Language License Last commit
audio-repair Nearest Neighbor Imputation to Repair Damaged Audio
AudioPurify Neural Network Approach to Audio Restoration
upscalemp3 Audio Super Resolution model to decompress mp3 into wav file with recovered frequencies built on a "ResUNet" style architecture
Audio-Undistortion Audio Signal Processing for Undistorting Audio Clips
Apollo Music repair method to convert lossy MP3 compressed music to lossless music
Audio restoration using Auto-regressive filter Restoring audio from random added clicks by detecting the click location
Digital Audio Restoration Click and pop removal using an autoregressive model (AR) and sinusoid + AR model
DumbAI-AudioRestoration Deep learning project to enhance audio quality of degraded compressed music files
AudioDelossifier Delossify compressed audio (mp3 and others)
unalias Can a neural net rectify audio that was undersampled without proper anti-aliasing?
Stochastic-Restoration-GAN Stochastic Restoration of Heavily Compressed Musical Audio using Generative Adversarial Networks in PyTorch
Fat Llama Upscales audio files using advanced audio processing techniques to enhance audio quality by upsampling and adding missing frequencies through FFT.
GAN_decoded_audio_enhancement Unofficial PyTorch Implementation of "Audio codec enhancement with generative adversarial networks" paper
Grosbeak Audio quality manipulation experiment using deep learning
NMGAN A GAN designed to upsample low-quality audio

Speech Enhancers

Repository Short description Language License Last commit
AURAL_GAN+predictive_model Aims to transform low-quality phone recordings into professional-quality audio using a Generative Adversarial Network (GAN)
DeepFilterNet A Low Complexity Speech Enhancement Framework for Full-Band Audio (48kHz) using on Deep Filtering
Audio Enhancement and Denoising using Autoencoders -

Others

Repository Short description Language License Last commit
Audio-Enhancement-GAN An audio enhancement system which uses GAN
AudioEnhancer A model that improve the quality of an audio.
pyaudioenhance Enhance audio by up-sampling and re-scaling
Audio Cycle GAN GAN improving poorly synthesized audio samples