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voiceprint_recognition_with_verification's Introduction

安装环境

conda create -f env_list/environment-new.yml

可能能跑起来

运行

conda activate lipreading
python voiceprint_recognition.py

可能可以运行

系统干了什么

详见main/authenticate.py

  • 按下s开始录制视频和音频
  • 录制5秒的音频
  • 录制80帧的嘴唇序列(中间有间隔)
  • 判断嘴唇是否移动
  • 将5秒的音频分割成四个数字的音频(很容易翻车)
  • 进行语音识别
  • 对5秒的音频进行声纹识别
  • 综合嘴唇、声纹、语音识别,得出结果

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