计算机与现代化 ›› 2010, Vol. 1 ›› Issue (8): 211-215.doi: 10.3969/j.issn.1006-2475.2010.08.056

• 计算机仿真 • 上一篇    下一篇

双模态车载语音控制仿真系统的设计与实现

严乐贫,奉小慧   

  1. 华南理工大学电子与信息学院,广东 广州 510640
  • 收稿日期:2010-04-08 修回日期:1900-01-01 出版日期:2010-08-27 发布日期:2010-08-27

Design and Implementation of Simulation System for Bimodal Vehicular Speech Control

YAN Le-pin, FENG Xiao-hui   

  1. School of Electronic and Information Engineering, South China University of Technology, Guangzhou 510640, China
  • Received:2010-04-08 Revised:1900-01-01 Online:2010-08-27 Published:2010-08-27

摘要: 针对音、视频双模态语音识别能有效地提高噪声环境下的识别率的特性,本文设计了车载语音控制指令识别实验系统。该系统模拟车载环境,把说话时的视频信息融入到语音识别系统中,系统分为模型训练、离线识别和在线识别3部分。在线识别全程采用语音作为人机交互手段,并具备用户自适应的功能。离线识别部分将系统产生的数据分层次进行统计,非常适合进行双模态语音识别算法研究。

关键词: 双模态语音识别, 语音识别, 车载控制

Abstract: In order to improve the recognition correct rate for audiovisual bimodal speech recognition in noise environment, this paper designs and implements a speech recognition system. This system simulates car environment and puts the speaking video information into speech recognition system. This system consists of three parts, model training, offline recognition and online recognition. Online recognition using voice as humancomputer interaction, has the function of adaptive user. Offline recognition has an analysis of data at different levels for system to produced, it is very suitable for bimodal speech recognition.

Key words: bimodal speech recognition, speech recognition, vehicular control