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hmm_digital_voice_recognition's Introduction

HMM_Digital_Voice_Recognition

基于HMM与MFCC特征进行数字0-9的语音识别,HMM,隐马尔可夫,GMMHMM,MFCC,语音识别,sklearn,Digital Voice Recognition。

Preinstallation

 conda create -n HMM python=3.6 numpy pyaudio scipy hmmlearn scipy #也可以使用pip
 conda activate HMM
 pip install -r requirements.txt

数据链接: https://pan.baidu.com/s/124TiAs8m7Ioa2_3dUrxGSg 提取码: xsfe

以下命令假设下载数据至/tmp/dataset.zip

Launch the script

  git clone https://github.com/zhengyima/HMM_Digital_Voice_Recognition/ HMM_DVR
  cd HMM_DVR
  unzip /tmp/dataset.zip -d ./  # dataset.zip是从百度网盘下载的数据
  python hmm_gmm.py

Links

GMM实现

DTW实现

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