JoyW12138

asvspoof2019

Our submission to the ASVspoof 2019: Automatic Speaker Verification Spoofing and Countermeasures Challenge

rVAD

Matlab and Python libraries for an unsupervised method for robust voice activity detection (rVAD), as in the paper rVAD: An Unsupervised Segment-Based Robust Voice Activity Detection Method.

aasist

Official PyTorch implementation of "AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks"

AIR-ASVspoof

Implementation of the paper "One-class Learning Towards Synthetic Voice Spoofing Detection"

ASV-anti-spoofing-with-Res2Net

Implementation of the paper: Replay and Synthetic Speech Detection with Res2Net architecture (ICASSP 2021) https://arxiv.org/abs/2010.15006

attention-is-all-you-need-pytorch

A PyTorch implementation of the Transformer model in "Attention is All You Need".

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

Dive-into-DL-PyTorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

examples

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

GAN-Vocoder-detection

jupyterlab-lsp

Language Server Protocol integration for JupyterLab (code navigation + hover suggestions + linters + autocompletion)

leaf-audio

leaf-audio-pytorch

Pytorch port of Google Research's LEAF Audio paper

leaf-pytorch

PyTorch implementation of the LEAF audio frontend

librosa

Python library for audio and music analysis

OpusTools

python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

PyTorch-GAN

PyTorch implementations of Generative Adversarial Networks.

PyTorch_Tutorial

《Pytorch模型训练实用教程》中配套代码

Res2Net-PretrainedModels

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

samples-for-MOS

samples-for-MOS.github.io

Self-Supervised-Speech-Pretraining-and-Representation-Learning

Official implementation of the S3PRL toolkit: self-supervised pre-training of Mockingjay, TERA, AALBERT, APC, and more to come. With easy-to-use standard downstream evaluation scripts including phone classification, speaker recognition, and ASR. (All in Pytorch)

SimCSE

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

SincNet

SincNet is a neural architecture for efficiently processing raw audio samples.

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

tensorboardX

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

wy-audio.github.io