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2021

ASVspoof 2021 Baseline Systems

audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

audioset_augmentor

Sound augmentation using Large-scale audio dataset (Audioset)

awesome-pytorch-list-cnversion

Awesome-pytorch-list 翻译工作进行中......

awesome-speech-enhancement

speech enhancement\speech seperation\sound source localization

deep-casa

Tensorflow implementation of deep CASA

deeplearningsourceseparation

Deep Recurrent Neural Networks for Source Separation

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

gcrn-complex

gitskills

iemocap-emotion-detection

Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.

learngit

libri_css

Libri-CSS: dataset and evaluation pipeline

librimix

An open source dataset for source separation

mp-gtf

Multi-Phase Gammatone Filterbank (MP-GTF) construction for Python

ontology

The Audio Set Ontology aims to provide a comprehensive set of categories to describe sound events.

pytorch_sound

Sound Related Deep Learning Tasks boosting repository with pytorch

single-channel-speech-enhancement

Keep track of good articles on speech processing, mainly on speech enhancement, include speech denoise, speech dereverberation and aec、agc, etc.

source_separation

Deep learning based speech source separation using Pytorch

speakerrecognition_tutorial

Simple d-vector based Speaker Recognition (verification and identification) using Pytorch

speech-emotion-recognition

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

speech-separation-paper-tutorial

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

speech_separation

Include some core functions and model to handle speech separation

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.

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