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-speech-signal-processing-experiment-tutorial-_python

《语音信号处理试验教程》（梁瑞宇等）的代码主要是Matlab实现的，现在Python比较热门，所以把这个项目大部分内容写成了Python实现

adsv_voting

adversarial-attack-on-gmm-i-vector-based-speaker-verification-systems

Implementation of Adversarial Attacks on GMM i-vector based Speaker Verification Systems (ICASSP2020) https://arxiv.org/abs/1911.03078

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

asvspoof2019

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

audio

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

audio_adversarial_examples

Targeted Adversarial Examples on Speech-to-Text systems

audio_classification_using_lstm

Classification of Urban Sound Audio Dataset using LSTM-based model.

audioclassification-pytorch

基于Pytorch实现的声音分类

cnn-lstm-bilstm-deepcnn-clstm-in-pytorch

In PyTorch Learing Neural Networks Likes CNN(Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) 、LSTM、BiLSTM、DeepCNN 、CLSTM、CNN and LSTM

crnn-audio-classification

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

deep-speaker

Deep Speaker: an End-to-End Neural Speaker Embedding System.

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

deepfacelive

deeplip

deep-learning based audio-visual lip bometrics

deepspeaker-pytorch

Speaker embedding(verification and recognition) using Pytorch

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。

ecapa-tdnn

Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

faceswap

Deepfakes Software For All

ffmpeg-python

Python bindings for FFmpeg - with complex filtering support

first-order-model

This repository contains the source code for the paper First Order Motion Model for Image Animation

foolhd

Repository for the source code and adversarial samples of FoolHD

gard-adversarial-speaker-id

Adversarial attack and defense strategies for deep speaker recognition systems

hideandspeak

lip-reading-deeplearning

:unlock: Lip Reading - Cross Audio-Visual Recognition using 3D Architectures

malware-gan

Realization of paper: "Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN" 2017

multimodal-emotion-recognition

This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.

music-genre-classification

Perform three types of feature extraction: STFT, MFCC and MelSpectrogram. Apply CNN/VGG with or without RNN architecture. Able to achieve 95% accuracy.

muzihuole

Config files for my GitHub profile.