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《Journal of Jiangxi Normal University(Natural Sciences Edition)》 2009-06
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The Recognition Technology of the Speech for Digitals "0"~"9" Based on the RBF Neural Network

YU Hua,LI Hai-yang,LI Qi-yuan(College of Electrical Engineering,Naval University.of Engineering,Wuhan Hubei 430033,China)  
Discussed the technology of linear prediction code and the bandpass filters analysis method,the reduced the MFCC parameters.The designing principle of RBF and the effects of feature parameter to speech recognition results are analyzed and discussed.Experiment result show better recognition performance and particular application advantages are achieved by the method for speech recognition based on RBF for the isolated word recognition(IWR),the recognition accuracy is over than 90%.
【Fund】: 国家“863”计划(2007ADA299)资助项目
【CateGory Index】: TP391.42;TP183
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【Citations】
Chinese Journal Full-text Database 4 Hits
1 YANG Xi, SU Juan, ZHAO Peng (Institute of Electronics & Information Engineering, Hunan University, Changsha 410082, China);Speech Recognition in MATLAB Environment[J];Audio Engineering;2007-02
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【Co-citations】
Chinese Journal Full-text Database 9 Hits
1 LIU Hui1,YANG Jun-an1,XU Xue-zhong2(1 PLA Electronic Engineering Institute,Hefei 230037,China;2 Northwestern Institute of Nuclear Technology,Xi'an 710613,China);A Novel Low Altitude Passive Acoustic Target Identify Approach Research Based on MFCC and HMM[J];Journal of Projectiles,Rockets,Missiles and Guidance;2007-05
2 JIA Jing,HUA Jing(Argiculture University Software College Jiangxi,Nanchang 330045);A new kind of Embedded-Based Speech Recognition Robot System[J];Computer Programming Skills & Maintenance;2008-17
3 YANG Hai-fenga,ZHANG De-xiangb(a.Teaching Affairs Office;b.College of Electronic Science and Technology,Anhui University,Hefei230039,China);Application of Pattern Recognition Theory and Techniques in the Study of Phonetic Recognition[J];Journal of Hefei University(Natural Sciences Edition);2009-01
4 Jiang Zhancai1 Sun Yan21(Department of Physics,Qinghai Normal University,Xining 810008,Qinghai,China)2(Department of Computer Science and Technology,Qinghai University for Nationalities,Xining 810007,Qinghai,China);ON APPLYING BP NEURAL NETWORK TO ISOLATED WORDS SPEECH RECOGNITION[J];Computer Applications and Software;2008-10
5 YU Hua,YANG Lu-jing,LI Qi-yuan(College of Electrical Engineering,Naval University of Engineering,Wuhan 430033,China);Recognition Technology of Speech Signal Based on RBF Neural Network[J];Control Engineering of China;2009-S2
6 MAO Jian,LIN Qi (Computer Engineering College of Jimei University,Xiamen 361021,China);Embedded Anti-theft System Based on Voiceprint Recognition[J];Computer and Modernization;2009-11
7 LI Zhan-ming GONG Xuan;Research on Speech Recognition Robot Based on Embedded System and DSP[J];Microcomputer Information;2009-05
8 MA Yi-de ZHOU Wei-chao WEN Fang LI Bo-nian LI Geng;The Voice Controlling MP3 Player's Design Based On SPCE061A[J];Microcomputer Information;2009-08
9 ZHAN Xin-ming1 , HUANG Nan-shan2 , YANG Can1 (1. School of Computer Science and Engineering,South China University of Technology,Guangzhou 510640; 2. School of Software,South China University of Technology,Guangzhou 510640);Research Progress of Speech Recognition Technology[J];Modern Computer;2008-09
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Chinese Journal Full-text Database 4 Hits
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