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嵌入式数字语音拨号系统的研究与实现
引用本文:李芬兰,马小月.嵌入式数字语音拨号系统的研究与实现[J].电声技术,2012,36(1):46-50.
作者姓名:李芬兰  马小月
作者单位:汕头大学电子信息工程系,广东 汕头,515063
摘    要:将语音识别技术应用于拨号系统,在嵌入式平台上实现了一款针对非特定人的数字语音拨号系统。语音识别算法中选择梅尔频率倒谱系数为特征参数,连续隐马尔科夫模型。为训练和识别过程模型,利用Qt界面对识别过程进行控制,系统针对非特定人数字语音识别进行实验。结果表明,系统针对非特定人识别率达到了98%,识别时间为3.55S。识别率和实时性都满足语音拨号的需求。

关 键 词:嵌入式语音拨号系统  连续隐马尔科夫模型  梅尔频率倒谱系数  Qt界面

Research and Implementation of Speaker - Independent Digital Voice Dialing System
LI Fenlan , MA Xiaoyue.Research and Implementation of Speaker - Independent Digital Voice Dialing System[J].Audio Engineering,2012,36(1):46-50.
Authors:LI Fenlan  MA Xiaoyue
Affiliation:( Electric Department, Shantou University, Shantou Guangdong 515063, China)
Abstract:Speech recognition technology is put into practice, a speaker- independent digital speech dial system is intro- duced. In the speech recognition process, the MFCC is used as the feature parameter and the CHMM is chosen as the train- ing and recognition model. The recognition by Qt GUI is controled and this system on speaker - independent digital recogni- tion is tested. The result indicates the accuracy of this system reaches up to 98% to speaker - independent ease and it costs 3.55s. It can meet both the accuracy and time requirements of speech recognition system.
Keywords:embedded voice dialing system  CHMM  MFCC  Qt GUI
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