Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Computer Engineering & Science》 2008-04
Add to Favorite Get Latest Update

Exploration of Speech Recognition Based on Spiking Neural Networks

CAO Ping,CHEN Pan,ZHANG Wen-bin,ZHANG Chao(School of Information,Zhijiang College,Zhejiang University of Technology,Hangzhou 310023,China)  
In this paper,a method of speech recognition based on Spiking Neural Networks(SNNs) is presented.Based on the H-H spiking neural model,this method can transform a sequence of spikes to a symbolic sequence with the circle map spiking coding.Meanwhile we use the distance function of the symbolic sequence as the similarity function of speech recognition,consider the merits of SNN's strong computing capability and real-timeness,and perform an initial study of the speech recognition problem.The experiment shows that this method is feasible and deserves an in-depth research.
【CateGory Index】: TN912.34;TP183
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 1 Hits
1 ZHANG ZHONG-JIAN CHEN SHI-GANG (Institute of Applied Physics and Computational Mathematics, Beijing);SYMBOLIC DYNAMICS OF THE CIRCLE MAP[J];Acta Physica Sinica;1989-01
Chinese Journal Full-text Database 10 Hits
1 SHI Jun-qiang; Chi Ming-min (Dept. of Electronic Engineer,Xiamen Unly,Xiamen 361005,China);Implementation of TCM speech CODEC based on TMS320C54x DSKplus[J];Semiconductor Technology;2001-08
2 DENG Yong, SHI Wen-kang (Dept. of Instrument Engineering, SHCU, Shanghai 200030, China);A Digital Voice Signal SpectrometerBased on TMS320C50[J];ORDNACE INDUSTRY AUTOMATION;2000-03
3 XU Jun-Xiao ① XIE Feng ① JIANG Jian-Ping ① MO Yun-Ming ② ZHENG Zhong-Hua ①(①Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu 610041;②Guangxi Nature Museum,Nanning 530012, China);The Acoustic Features of the Mating Call of 12 Anuran Species[J];Chinese Journal of Zoology;2005-03
4 LIU Jingwei CHENG Qiansheng (Department of Information Science,School of Mathematical Sciences,Peking University,Beijing,100871);Dynamic Programming Based Gene Chip Recognition[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2002-05
5 DUAN Xin HUANG Xinyu WU Shuzhen (School of Electronic Engineering and Computer Science,Peking University,Beijing,100871);A New Method of Using Pitch Period in Text-Independent Speaker Identification System[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2003-05
6 WANG Wei LIU Feng WU Shuzhen (School of Electronic Engineering and Computer Science,Peking University,Beijing,100871);A Study for the Application of RASTA on Objective Communication Speech Quality Evaluation[J];Acta Scicentiarum Naturalum Universitis Pekinesis;2003-05
7 LIU Hui-hua,PAN Jian-jun,ZHOU Bing,FAN Jing (Department of Communication Engineering,Beijing Information Technology Institute,Beijing 100101, China);Research on distribution of information of vowel in frequency domain by using sparse frequency components[J];Journal of Beijing Institute of Machinery;2005-01
8 YU Wei, ZHAO Shenghui, KUANG Jingming(Dept. of Electronics Engineering, Beijing Institute of Technology, Beijing100081, China);Statistical Characteristics of Chinese and English Speech Coding Parameters for Adaptive Multi-Rate (AMR) Algorithms[J];Journal of Beijing Institute of Technology;2002-06
9 Zhu Lei, Tang Qingyu, Cui Zijing (Department of Electrical Engineering, Tsinghua University, Beijing,100084);The Development of a Speech Recognition Based Environmental Control Unit For the Disabled[J];BEIJING BIOMEDICAL ENGINEERING;2000-02
10 WU Jingsong, YE Datian. Department of Biomedical Engineering, Tsinghua University, Beijing 100084;A Preliminary Research on a Vision-based Speech Training Aid[J];Beijing Biomedical Engineering;2003-04
China Proceedings of conference Full-text Database 10 Hits
1 Nan Guo+, Linmi Tao, Qixiu Hu Department of Computer Science and Technology, Tsinghua University, Beijing 10084, China;Real-time extracting effectual voice for speaker verification[A];[C];2008
2 XU Dong-feng ZHOU Ping JING Xin-xing (Gu Lin Institute of Electronic Technology,Guilin 541004);Technical useness in segment nonlinear of improved hidden markov model[A];[C];2007
3 YANG Hai-yan JING Xin-xing WANG Ying CAO Yu(Guilin university of electronic technology,Information & communication college 541004,China);Application of SVM to text-independent speaker recognition[A];[C];2008
4 Li Yongguang Lin Juan Li Xueyao (Dept. of Computer and Information Science, Harbin Engineering University, Harbin 150001);A Study on the Automatic Division between Consonant and Vowel of Chinese Syllable Using Wavelet Transformation[A];[C];1998
5 ;The Design and Realization of a Chinese Text-to-Speech System based on Antares platform[A];[C];1998
6 Lipeng Zhang, Jiang Cao, Mingxing Xu, Fang Zheng (Center for Speech and Language Technologies, Division of Technical Innovation and Development, Tsinghua National Laboratory for Information Science and Technology, BeiJing 100084);Research of Preventing Impostor Crush into Speaker Recognition System[A];[C];2007
7 Yin Hui,Ru Tingting,Xie Xiang (Department of Electronic Engineering, School of Information Science and Technology, Beijing Institute of Technology, Beijing 100081, China);Connected digits recognition for whispered Mandarin[A];[C];2007
8 Long Jian-zhong Tao De-yuan Yu Yan-mei Tao Hong (Image & Information Institute, College of Electronics and Information Sichuan University, Chengdu, China, 610064);Realization of G.723.1 Dual Low-Bitrate Speech Coding Algorithm[A];[C];2002
9 XuChong GaoYong (College of Electronics and Information Engineering,Sichuan University,Sichuan Chengdu,610065;Speech Enhancement and CVSD Code and Decode Realization on the DSP[A];[C];2006
10 Hou HongFang~1,Zhang TaiYi~2 XI'AN JIAOTONG UNIVERSITY Of Electronic and Information Engineering 710049;Research of Low Bit Rate Speech Coding Based on MBE[A];[C];2008
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved