Speaker Identification Wavelet Transform Based Method

被引：0
|
作者：
Daqrouq, Khaled [1 ]
Al-Sawalmeh, Wael [1 ]
Al-Qawasmi, Abdel-Rahman [1 ]
Abu-Isbeib, Ibrahim N. [1 ]
机构：
[1] Philadelphia Univ, Dept Commun & Elect Engn, Amman, Jordan
来源：
2008 5TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS AND DEVICES, VOLS 1 AND 2 | 2008年
关键词：
wavelet transform; speech signal; speaker identification; CWT;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
One of the most important signal processing method in Digital Signal Processing discipline is Speaker Identification Method (SIM). Because of the difficult nature of speech signals and their fast variation with time, the wavelet transform is used to reduce the complexity of such signals. In this paper two identification methods are presented based on Continuous Wavelet Transform CWT. The first method is the male and female identification method and the second is the SIM. The obtained results showed a high recognition rate about 98%, which makes the speaker identification wavelet transform based method to be very important in digital security systems applications.
引用
收藏
页码：698 / 702
页数：5
相关论文
共 50 条
  • [21] Intelligent aerodynamic identification method based on wavelet transform and deep learning
    Ma, Guilin
    Dai, Jun
    Hou, Zhenyan
    Li, Shichao
    Liu, Xiangyun
    He, Mingao
    Wen, Fengqian
    Chen, Wei
    ENGINEERING RESEARCH EXPRESS, 2024, 6 (04):
  • [22] Wavelet Transform Based Multistage Speaker Feature Tracking Identification System Using Linear Prediction Coefficient
    Daqrouq, Khaled
    Al-Qawasmi, Abdel-Rahman
    Al-Sawalmeh, Wael
    Abu Hilal, Tareq
    2009 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTATIONAL TOOLS FOR ENGINEERING APPLICATIONS, 2009, : 173 - +
  • [23] Application of wavelet Karhunen-Loeve transform to text independent speaker identification
    Lung, SY
    Proceedings of the Sixth IASTED International Conference on Signal and Image Processing, 2004, : 157 - 158
  • [24] Speaker identification using discrete wavelet packet transform technique with irregular decomposition
    Wu, Jian-Da
    Lin, Bing-Fu
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (02) : 3136 - 3143
  • [25] Eigenface method based on wavelet transform
    Qiao, Q
    Zhou, JL
    He, K
    PROCEEDINGS OF THE 11TH JOINT INTERNATIONAL COMPUTER CONFERENCE, 2005, : 868 - 871
  • [26] A Load Identification Method Based on Active Deep Learning and Discrete Wavelet Transform
    Guo, Luyang
    Wang, Shouxiang
    Chen, Haiwen
    Shi, Qingyuan
    IEEE ACCESS, 2020, 8 : 113932 - 113942
  • [27] Method of flow pattern identification based on wavelet transform and fuzzy fusion techniques
    Lu Pei
    Zhan Jin-liang
    Proceedings of 2006 Chinese Control and Decision Conference, 2006, : 669 - +
  • [28] Structural damage identification method based onSwin Transformer and continuous wavelet transform
    Xin, Jingzhou
    Tao, Guangjiong
    Tang, Qizhi
    Zou, Fei
    Xiang, Chenglong
    INTELLIGENCE & ROBOTICS, 2024, 4 (02): : 200 - 215
  • [29] Identification of Hammerstein Model Based on Wavelet Transform
    Li Zhen-Qiang
    Luo Wen-Guang
    Pan Sheng-Hui
    Lin Chuan
    2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, : 1519 - 1524
  • [30] An identification method for spindle rotation error of a diamond turning machine based on the wavelet transform
    Dongju Chen
    Jinwei Fan
    Feihu Zhang
    The International Journal of Advanced Manufacturing Technology, 2012, 63 : 457 - 464
12345