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yangzhixue1's Projects

comparation_study_sr icon comparation_study_sr

this is a project of source code about the compartion of the deep learning methodologies for the speaker recognition , we reimplemneted the most well know models specifically SVM, GMM, and HMM to see the performance in the same cases of the input.

deeplearning_baseontensorflow icon deeplearning_baseontensorflow

基于TensorFlow的深度学习、深度增强学习代码:NN(传统神经网络)、CNN(卷积神经网络)、RNN(递归神经网络)、LSTM(长短期记忆网络)、GAN(生成对抗网络)、DRL(深度增强学习)

dvector icon dvector

Speaker embedding (d-vector) trained with GE2E loss

examples icon examples

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

ge2e-loss icon ge2e-loss

Pytorch implementation of Generalized End-to-End Loss for speaker verification

merlin icon merlin

This is now the official location of the Merlin project.

network_for_fusion icon network_for_fusion

为了写每二篇论文,里面使用了特征的加权融合,需要加权系数的更新,所以写了一个神经网络的框架。

nndl.github.io icon nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

pytorch-kaldi icon pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

rawnet icon rawnet

Reproducing RawNet paper with Keras and additional experiments with PyTorch.

speaker-recognition-1 icon speaker-recognition-1

PyTorch implementation using high-level framework Catalyst of the paper Utterance-level Aggregation For Speaker Recognition In The Wild

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