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aec-challenge

AEC Challenge

attention-se.pytorch

AN ATTENTION-BASED NEURAL NETWORK APPROACH FOR SINGLE CHANNEL SPEECH ENHANCEMENT

audio_visual_speech_enhancement

Face Landmark-based Speaker-Independent Audio-Visual Speech Enhancement in Multi-Talker Environments

auditory-slow-fast

Implementation of "Slow-Fast Auditory Streams for Audio Recognition, ICASSP, 2021" in PyTorch

autoregressive-predictive-coding

Autoregressive Predictive Coding: An unsupervised autoregressive model for speech representation learning

awesome-end2end-speech-recognition

A list of End-to-End speech recognition, including papers, codes and other materials

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-recognition-speech-synthesis-papers

Speech synthesis, voice conversion, self-supervised learning, music generation,Automatic Speech Recognition, Speaker Verification, Speech Synthesis, Language Modeling

batch_instance_normalization-tensorflow

Simple Tensorflow implementation of Batch-Instance Normalization (NIPS 2018)

bookrack

cdvae-vc

TensorFlow Implementation of CDVAE-VC.

contrast-pred-code

Minimal implementation of Contrastive Predictive Coding for audio.

contrastive-predictive-coding-pytorch

Contrastive Predictive Coding for Automatic Speaker Verification

cpc_audio

An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.

data-science-notes

数据科学的笔记以及资料搜集

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deep_avsr

A PyTorch implementation of the Deep Audio-Visual Speech Recognition paper.

deepcomplexunetpytorch

Implementation of Deep Complex UNet Using PyTorch

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

dns-challenge

This repo contains the scripts, models, and required files for the ICASSP 2021 Deep Noise Suppression (DNS) Challenge.

ehnet

This in an implementation of EHNet in PyTorch and PyTorch Lightning. EHNet is a convolutional-recurrent neural network for single channel speech enhancement.

end2end-asr-pytorch

End-to-End Automatic Speech Recognition on PyTorch

espnet

End-to-End Speech Processing Toolkit

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

gnnpapers

Must-read papers on graph neural networks (GNN)

group_normalization-tensorflow

Simple Tensorflow implementation of "Group Normalization"

i-revnet-based-time-frequency-transform

implementation_wasserstein_gan_anime

This is a simple implementation of Wassertein GAN. The dataset used in testing is Anime that collected from Japanese anime websites.

kospeech

Open-Source Toolkit for End-to-End Korean Automatic Speech Recognition.

las_mandarin_pytorch

Listen, attend and spell Model and a Chinese Mandarin Pretrained model (中文-普通话 ASR模型)