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a-unified-speech-enhancement-front-end

A UNIFIED SPEECH ENHANCEMENT FRONT-END FOR ONLINE DEREVERBERATION, ACOUSTIC ECHO CANCELLATION, AND SOURCE SEPARATION

adaptivefilter

This rep contains awesome adaptive filter algorithms in 3 classic books.

asteroid

The PyTorch-based audio source separation toolkit for researchers || Current highlight : we got our WHAMR results check it out here !

auxiva-iss

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

ced

Source code for Consistent ensemble distillation for audio tagging

cgmm-mask-estimator

Implementation of the offline method described in "Robust mvdr beamforming using time-frequency masks for online/offline asr in noise" (for python version please refer to https://github.com/funcwj/setk)

cgmm-mvdr

Implementation of the CGMM-MVDR beamforming (for python version please refer to https://github.com/funcwj/setk)

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

code_2020icassp_five

Fast Independent Vector Extraction: Code and data to reproduce the results from the paper.

comparison-of-blind-source-separation-techniques

Compare AIRES BSS with TRINICON, ILRMA and AuxIVA (online and offline versions)

conv-tasnet

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

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

crnn.pytorch

Convolutional recurrent network in pytorch

deepfilternet

Noise supression using deep filtering

deeplearning-models

A collection of various deep learning architectures, models, and tips

evs-codec

3GPP Codec for Enhanced Voice Services (EVS)

fullsubnet

PyTorch implementation of "FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

fullsubnet-plus

The official PyTorch implementation of "FullSubNet+: Channel Attention FullSubNet with Complex Spectrograms for Speech Enhancement".

griflim

Phase reconstruction with the Griffin and Lim algorithm.

ilrma

MATLAB script of Independent Low-Rank Matrix Analysis (ILRMA)

independent-analysis

Real-Time Independent Vector Analysis

isclp-kf

Integrated sidelobe cancellation and linear prediction Kalman filter for joint multi-microphone speech dereverberation, interfering speech cancellation, and noise reduction.

jhu-neural-wpe

Neural Dereverberation

joint_aec_bse

libss

A Python library for blind source separation.

lowdelaymultichannelsourceseparation_random-directions_demo

Online multichannel audio source separation demo, including the random directions software for own experiments

ltfat

Official development repository of the Large Time Frequency Analysis Toolbox

m2d

Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input

mamba