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adaptive-deformable-convolution

Pytorch-based adaptive deformable convolution

array-processing

Beamforming Techniques

ash-ir-dataset

An impulse response dataset for binaural synthesis of spatial audio systems on headphones

audio-development-tools

This is a list of sound, audio and music development tools which contains machine learning, audio generation, audio signal processing, sound synthesis, spatial audio, music information retrieval, music generation, speech recognition, speech synthesis, singing voice synthesis and more.

auraloss

Collection of audio-focused loss functions in PyTorch

awesome-fast-attention

list of efficient attention modules

awesome-speech-enhancement

A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.

awesome-speech-enhancement-1

speech enhancement\speech seperation\sound source localization

beamformers

Easy to use Beamformers for multi-channel speech separation/enhancement

complex-valued-attention

Transformer based Self-Attention for Complex Numbers

complex-valued-deformable-convolutions

Deformable Convolutions for Complex Numbers

complex-valued-dnn-speech-enhancement

Complex valued Deep Neural Network for Speech Enhancement

complex-valued-gru-pytorch

Gated Recurrent Neural Networks for Complex Numbers

conv-tasnet

A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).

cplxmodule

Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.

dcunet.pytorch

Phase-Aware Speech Enhancement with Deep Complex U-Net

dcunettorchsound

Implementation of Phase-aware speech enhancement with deep complex U-Net

deepcomplexunetpytorch

Implementation of Deep Complex UNet Using PyTorch

efficientdnns

Collection of recent methods on (deep) neural network compression and acceleration.

einops

Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)

gcrn-complex

github-cheat-sheet

A list of cool features of Git and GitHub.

jaecbf

machine-learning-collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

mlfas

Machine Learning for Audio Signals in Python

neural-speech-dereverberation

Machine and Deep Learning models for speech dereverberation

pacnet

Pixel-Adaptive Convolutional Neural Networks (CVPR '19)

padasip

Python Adaptive Signal Processing

pysepm

Python implementation of performance metrics in Loizou's Speech Enhancement book

python-audio-effects

Apply audio effects such as reverb and EQ directly to audio files or NumPy ndarrays.