首页 | 本学科首页   官方微博 | 高级检索  
     

基于神经网络的语音识别系统
引用本文:王长龙. 基于神经网络的语音识别系统[J]. 军械工程学院学报, 1992, 0(3)
作者姓名:王长龙
作者单位:军械工程学院电子技术教研室
摘    要:本文研究神经网络的多层感知器模型在语音识别中的应用。为达到实时识别的效果,笔者设计了TMS32010数字信号处理板,它与PC/XT机构成主-从系统,由PC/XT机管理数据,TMS32010进行高速运算,实验中,考察了神经网络对数字语音的识别能力,识别率达到95%以上,结果表明,用神经网络进行语音识别是一种很有前途的方法。

关 键 词:神经网络  多层感知器  语音识别

THE SPEECH RECOGNITION SYSTEM ON THE NEURAL NETWORK
Wang Changlong,Teaching and Research Section of Electronics Technology. THE SPEECH RECOGNITION SYSTEM ON THE NEURAL NETWORK[J]. Journal of Ordnance Engineering College, 1992, 0(3)
Authors:Wang Changlong  Teaching  Research Section of Electronics Technology
Abstract:This paper describes the use of multi-layer perception model of neural network in speech recognition. In order to recognize speech in real time, we design the TMS32010 digital signal processing board, which is subordinate to a micro-computer, the PC/XT, which manages speech data, while the TMS32010 performs high speed calculation. In the experiment, the capac- ity of neural network digital speech recognition is explored, the recognition accuracy is above 95%. The experimental result shows that the speech recognition based on neural network is a kind of prospective way.
Keywords:neural network  multi-layer perception  speech recognition
本文献已被 CNKI 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号