zhongshijun

AEC-Challenge

AEC Challenge

ai-research-code

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

ConferencingSpeech2021

Conferencing Speech Challenge

Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

DeepComplexCRN

designaudiopriors

A Novel U-Net Prior for Unsupervised Audio Restoration

DNS-Challenge

This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.

DSDPRNN

Implementation of Dual-Stream DPRNN (paper: Nonlinear Residual Echo Suppression Based on Dual-Stream DPRNN)

FullSubNet

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

GCRN-complex

hifi-gan

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

machine-learning-code-writing

Mathematical derivation and pure Python code implementation of machine learning algorithms.

MS-SNSD

The Microsoft Scalable Noisy Speech Dataset (MS-SNSD) is a noisy speech dataset that can scale to arbitrary sizes depending on the number of speakers, noise types, and Speech to Noise Ratio (SNR) levels desired.

PercepNet

(Under construct) Unofficial implementation of PercepNet: A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband Speech

pse-snr-informed

2021 INTERSPEECH, "Improved Personalized Speech Enhancement through SNR-Informed Self-Supervised Pretraining".

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

PyTorch-CPP

PyTorch C++ inference with LibTorch

rnnoise_16k

implementation of rnnoise_16k

segan

Speech Enhancement Generative Adversarial Network in TensorFlow

sigsep-mus-db

Python parser and tools for MUSDB18 Music Separation Dataset

specmix

This is a project of Interspeech2021 paper "SpecMix : A Mixed Sample Data Augmentation method for Training with Time-Frequency Domain Features"

Subband-Music-Separation

Pytorch: Channel-wise subband (CWS) input for better voice and accompaniment separation

TSEGAN

The implement of the paper 'Time-domain Speech Enhancement with GenerativeAdversarial Learning'

Tutorial_Separation

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

unified2021

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

vision

Datasets, Transforms and Models specific to Computer Vision

voicefilter

Unofficial PyTorch implementation of Google AI's VoiceFilter system

webrtc-delay-estimation

Delay estimation logic extracted from WebRTC