车载语音识别系统设计与试验
作者:
作者单位:

作者简介:

王登峰,教授,博士生导师,主要从事汽车振动噪声分析与控 制研究,Email: caewdf@jlu.edu.cn

通讯作者:

中图分类号:

基金项目:

吉林省科技发展计划资助项目(20076030、20040322)和山东省泰山学者特聘专家计划资助 项目


Design and Experiment of a Vehicular Speech Recognition System
Author:
Affiliation:

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    用改进的动态时间归整(DTW)算法进行语音辨识,设计了语音识别系统软件,以SPC E061A单片机为核心设计了车载语音识别系统的电控单元(ECU)。在车内不同噪声环境 下进行了语音识别试验,结果表明语音识别率随着车内环境 噪声的增加而下降,随着语音字数的增加而降低;在车辆怠速车内噪声小于50dB(A)的环 境中2字语音平均识别率为90%、4字语音的识别率为85%; 在车辆定置油门半开、车内噪声 为60~70dB(A)的环境中,2字语音平均识别率为85%、4字语音的识别率为80%。

    Abstract:

    An improved dynamic time warping (DTW) speech recognition method is proposed. An electronic control unit of vehicular speech recognition system is developed bas ed on chip microcontroller SPCE061A. The corresponding control software is progr ammed and the speech recognition tests are carried out under the different noise conditions within an experimental vehicle. The test results show that the speec h recognition ratio reduces with the increase of the vehicle interior noise leve l and the speech length. The average recognition ratio is 90% for two Chinese characters speech and 85% for four Chinese characters speech when the vehicle is u nder the idle running condition and the interior noise is less than 50dB(A). A nd the average recognition ratio is 85% for two Chinese characters speech and 80 % for four Chinese Characters speech when the vehicle is under the fixation and halfthrottle running condition and the interior noise level range is from 60 t o 70dB(A). The speech recognition results are satisfactory.

    参考文献
    相似文献
    引证文献
引用本文

王登峰,曹晓琳,于吉龙.车载语音识别系统设计与试验[J].农业机械学报,2010,41(1). Wang Dengfeng, Cao Xiaolin, Yu Jilong. Design and Experiment of a Vehicular Speech Recognition System[J]. Transactions of the Chinese Society for Agricultural Machinery,2010,41(1).

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:
  • 最后修改日期:
  • 录用日期:
  • 在线发布日期:
  • 出版日期: