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asteroid

The PyTorch-based audio source separation toolkit for researchers

autoencoding_beyond_pixels

Generative image model with learned similarity measures

basicaudiotoolbox

A basic audio toolbox for signal processing and statistic models

beam-guided-tasnet

Beam-guided TasNet

cepstral-mean-and-variance-normalization

CMVN for binary files storing audio features

cgmm_mvdr

cnpy

library to read/write .npy and .npz files in C/C++

complexity-scaling-for-speech-denoising.github.io

Introduction and demos of "Scaling Denoising Models from Low to High Computational Complexity" (Submiited to ICASSP 2024)

danet

Deep Attractor Network (DANet) for single-channel speech separation

deepxi

Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fast-transformers

Pytorch library for fast transformer implementations

fastrpca

Matlab code for all variants of robust PCA and SPCP

fiftyphonogram

To improve your ability of fifty phonogram

harmonic-percussive-sound-separation

Exploiting Continuity/Discontinuity of Basis Vectors in Spectrogram Decomposition for Harmonic-Percussive Sound Separation

homepage

inih

Simple .INI file parser in C, good for embedded systems

insfc

An awesome LaTeX template for NSFC proposal.

kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

mfcc

C code to extract mfcc or fbank features from wav files

mixup

mygit

my first git repository

nara_wpe

Different implementations of "Weighted Prediction Error" for speech dereverberation

nn-gev

Neural network supported GEV beamformer

norm2kaldi

pyaec

simple and efficient python implemention of a series of adaptive filters. including time domain adaptive filters(lms、nlms、rls、ap、kalman)、nonlinear adaptive filters(volterra filter、functional link adaptive filters)、frequency domain adaptive filters(frequency domain adaptive filter、frequency domain kalman filter) for acoustic echo cancellation.

pyroomacoustics

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-correlation-extension

Custom implementation of Corrleation Module

pytorch-opcounter

Count the MACs / FLOPs of your PyTorch model.