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asteroid

The PyTorch-based audio source separation toolkit for researchers || Pretrained models available

beamforming

Matlab files for various types of beamforming

conv-tasnet

Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Pytorch's Implement

crepe

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

ddsp-pytorch

Implementation of DDSP (PyTorch), Differentiable Digital Signal Processing (ICLR 2020)

deepcomplexunetpytorch

Implementation of Deep Complex UNet Using PyTorch

dereverberate

An implementation of a sound dereverberation algorithm by Gilbert Soulodre

dns-challenge

This repo contains the scripts, models and required files for the Interspeech 2020 Deep Noise Suppression (DNS) Challenge. We are open sourcing clean speech and noise files as well. Participants of this challenge will use the scripts from this repo to create data to train their noise suppressors. They will compare their method with our baseline noise suppressor and report the results.

dual-path-rnn-pytorch

Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation implemented by Pytorch

dual-path-rnns-dprnns-based-speech-separation

A PyTorch implementation of dual-path RNNs (DPRNNs) based speech separation described in "Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation".

fdndlp

A speech dereverberation algorithm, also called wpe

gpurir

Python library for Room Impulse Response (RIR) simulation with GPU acceleration

gpv

Repository for our Interspeech2020 general-purpose voice activity detection (GPVAD) paper

gwpe-speech-dereverb

mcse

Multi-channel speech enhancement system (MVDR beamformer + several postfilters)

meta-tasnet

A PyTorch implementation of Meta-TasNet from "Meta-learning Extractors for Music Source Separation

microsoft-audio-watermarking

Import of the code released by Microsoft Research

nara_wpe

Different implementations of "Weighted Prediction Error" for speech dereverberation

nisqa

NISQA - Non-Intrusive Speech Quality Assessment

pytorch_stoi

STOI loss function in PyTorch

rir_simulator_python

Room impulse response simulator using python

rnnoise-wav

Recurrent neural network for audio noise reduction

sed-crnn

Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection winning method.

segan_pytorch

Speech Enhancement Generative Adversarial Network in PyTorch

setk

Tools for Speech Enhancement integrated with Kaldi

solo

Agora Solo is an open source speech codec, it was developed based on Silk with BWE(Bandwidth Extension) and MDC(Multi Description Coding). With these technologies, Solo is enable to resist weak networks at low bitrates.

speech-separation-paper-tutorial

A must-read paper for speech separation based on neural networks

speech_enhancement_dnn_nmf

Speech Enhancement based on DNN (Spectral-Mapping, TF-Masking), DNN-NMF, NMF

tac

transform-average-concatenate (TAC) method for end-to-end microphone permutation and number invariant ad-hoc beamforming.

tawfdereverb

Fast Audio Dereverberation MATLAB System