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README.md

ASRT_SpeechRecognition

基于深度学习的语音识别系统

Introduction

简介

可以尝试使用Keras进行制作

本项目将使用TensorFlow基于递归神经网络和卷积神经网络进行制作。

This project will use TensorFlow based on RNN and CNN to implement.

本项目尚未完成，想要Fork的同学请手慢。

Model

模型

Speech Model

语音模型

LSTM + CNN

Language Model

语言模型

基于概率图的马尔可夫模型

Python Import

Python的依赖库

  • python_speech_features
  • TensorFlow
  • Keras
  • Numpy
  • wave
  • matplotlib
  • math
  • Scipy

Log

日志

链接：进展日志