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1d-grad-cam-for-interpretable-intelligent-fault-diagnosis

智能故障诊断中一维类梯度激活映射可视化展示 1D-Grad-CAM for interpretable intelligent fault diagnosis

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

data-science-notes

数据科学的笔记以及资料搜集

ecg-signal-conditioning-

ECG signal conditioning by Morphological filters

frft2-python

discrete 1d and 2d fractional fourier transfrom in python

frft2d

This is a package for calculating 2D fractional fourier transforms with NumPy.

gansynth-pytorch

A simplified PyTorch implementation of GANsynth

gmm-em-clustering

高斯混合模型（GMM 聚类）的 EM 算法实现。

gmm-torch

Gaussian mixture models in PyTorch.

magenta

Magenta: Music and Art Generation with Machine Intelligence

ml

经典机器学习算法的极简实现

morphological-filter-matlab

Code for fast morphological filtering

nlpaug

Data augmentation for NLP

parallelwavegan

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

python_frft

Fractional Fourier transforms for NumPy

python_speech_features

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

shipsear

smacpy

simple-minded audio classifier in python (using MFCC and GMM)

speaker-identification-using-gmms

It uses GMM to train a speaker identification model. The training and testing has been done on subset (34 speakers) from VoxForge data corpus.

speaker-recognition-py3

Base on MFCC and GMM(基于MFCC和高斯混合模型的语音识别)

spectrum

Higher Order Spectrum Estimation toolkit

speechbrain

A PyTorch-based Speech Toolkit

tdnn

Time delay neural network (TDNN) implementation in Pytorch using unfold method

team-learning

主要展示Datawhale的组队学习计划。

the-gan-zoo

A list of all named GANs!

urbansound8k-audio-classification-with-resnet

voice-based-gender-recognition

:sound: :boy: :girl:Voice based gender recognition using Mel-frequency cepstrum coefficients (MFCC) and Gaussian mixture models (GMM)

wavegan-pytorch

Pytorch Implementation of wavegan model to generate audio