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ae-asd

Autoencoder(AE) based methods for anomalous sound detection(ASD)

atac

ATAC for unsupervised Anomalous Sound Detection (ASD)

athena-signal

awesome-speech-pretraining

Paper, Code and Statistics for Self-Supervised Learning and Pre-Training on Speech.

cfft

fft and cross-correlation

dcase2020_task2_evaluator

deepclustering

Methods and Implements of Deep Clustering

deeplearningforum

A forum about deeplearning

emailssendscript

python implement for sending emails to group

fastorch

A pytorch project for fast runing deep learning and iterating version.

my-road-to-algorithm

My Road to Algorithm

nezha_gpt_dialog

nnaudio2

Audio processing by using pytorch 1D convolution network (based on nnAudio). Gammatone Spectrogram and SpecAugmentation are now available on GPU.

parallelwavegan

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

resources

robustvae

Robuast Variational Autoencoder

segan

基于gan的语音增强

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

splabweb

听觉智能研究中心Web项目

stgram-mfn

A spectro-temporal fusion feature, STgram, with MobileFaceNet For more stable Anomalous Sound Detection

stgram-mfn-contrastive

Supervised contrastive method on STgram-MFN

sub-cluster-adacos

Accompanying code for the paper Sub-Cluster AdaCos: Learning Representations for Anomalous Sound Detection.

torchscript-mnist

A brief of TorchScript by MNIST

twfr-gmm

Time-weighted Frequency Domain Audio Representation (TWFR) with GMM Estimator for Anomalous Sound Detection

vits

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech