Speech character analysis based on non-linear method

被引:0
|
作者
Li, MD [1 ]
Zhang, H [1 ]
Tong, QY [1 ]
机构
[1] Zhejiang Univ, Res Ctr Nonlinear Theory & Applicat, Dept Biomed Engn, Hangzhou 310027, Peoples R China
关键词
D O I
暂无
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
The current speech character analysis method is based on frequency feature, Regular periodical signal and dis-ordered signal may have the same spectrum but their complexity is different, therefore, to some extent, frequency spectrum lost some information, according to our experiment complexity can remedy this. The traditional complexity measures, including the KC and C1,C2 complexity, have the coarse granulation effect produced in symbolizing the time series, and lost very much detail information which reflect speech character sometimes. In this paper, we advanced one new complexity measure -Partition Measure Complexity can reserve much more details, and can reflect more exact and comprehensive character of the time series. We apply, this complexity measure to analyze speech character, and obtained analysis outcome.
引用
收藏
页码:1907 / 1910
页数:4
相关论文
共 50 条
  • [31] Non-linear Identification Based on the Method of Gauss Functions
    Qing ZHANG & Chongde LU (Department of Thermal Engineering
    非线性科学与数值模拟通讯, 1997, (03) : 39 - 44
  • [32] Character recognition based on non-linear multi-projection profiles measure
    K C SANTOSH
    Laurent WENDLING
    Frontiers of Computer Science, 2015, 9 (05) : 678 - 690
  • [33] Melnikov's method for non-linear oscillators with non-linear excitations
    Garcia-Margallo, J
    Bejarano, JD
    JOURNAL OF SOUND AND VIBRATION, 1998, 212 (02) : 311 - 319
  • [34] Non-linear predictive models for speech processing
    Chetouani, M
    Hussain, A
    Faundez-Zanuy, M
    Gas, B
    ARTIFICIAL NEURAL NETWORKS: FORMAL MODELS AND THEIR APPLICATIONS - ICANN 2005, PT 2, PROCEEDINGS, 2005, 3697 : 779 - 784
  • [35] Non-linear techniques for robust speech recognition
    Ge, Yubo
    Niu, Jing
    Ge, Lingnan
    Shirai, Katsuhiko
    CITSA 2007/CCCT 2007: INTERNATIONAL CONFERENCE ON CYBERNETICS AND INFORMATION TECHNOLOGIES, SYSTEMS AND APPLICATIONS : INTERNATIONAL CONFERENCE ON COMPUTING, COMMUNICATIONS AND CONTROL TECHNOLOGIES, VOL III, POST-CONFERENCE ISSUE, PROCEEDINGS, 2007, : 134 - +
  • [36] Character recognition based on non-linear multi-projection profiles measure
    K. C. Santosh
    Laurent Wendling
    Frontiers of Computer Science, 2015, 9 : 678 - 690
  • [37] Non-linear cellular automata based edge detector for optical character images
    Nayak, Deepak R.
    Dash, Ratnakar
    Majhi, Banshidhar
    Mohammed, Jahangir
    SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2016, 92 (09): : 849 - 859
  • [38] Character recognition based on non-linear multi-projection profiles measure
    Santosh, K. C.
    Wendling, Laurent
    FRONTIERS OF COMPUTER SCIENCE, 2015, 9 (05) : 678 - 690
  • [39] The action of the linear character group on the set of non-linear irreducible characters
    Ren, YC
    Li, XY
    CHINESE ANNALS OF MATHEMATICS SERIES B, 2000, 21 (04) : 511 - 524
  • [40] SUBSTRUCTURING IN LINEAR AND NON-LINEAR ANALYSIS
    DODDS, RH
    LOPEZ, LA
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, 1980, 15 (04) : 583 - 597