An Extraction Algorithm for Voice Signal Feature Based on Multifractal Analysis

被引:0
|
作者
Li, Dahui [1 ]
Diao, Ming [1 ]
机构
[1] Harbin Engn Univ, Coll Informat & Commun Engn, Harbin 150001, Peoples R China
来源
MATERIALS SCIENCE AND ENGINEERING, PTS 1-2 | 2011年 / 179-180卷
关键词
Voice Signal; Multifractal Analysis; Extraction Algorithm;
D O I
10.4028/www.scientific.net/AMR.179-180.1441
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper utilizes the multiple fractal theories to define the box dimension and the multiple fractal dimensions, and realizes the feature of voice signal. Then it designs an extraction algorithm for voice signal feature. The result shows, the multifractal method is better than sole fractal method and it may be the characteristic parameter of the voice recognition.
引用
收藏
页码:1441 / 1445
页数:5
相关论文
共 50 条
  • [41] Gershgorin circle theorem-based feature extraction for biomedical signal analysis
    Patel, Sahaj A.
    Smith, Rachel June
    Yildirim, Abidin
    FRONTIERS IN NEUROINFORMATICS, 2024, 18
  • [42] A Method of Tools AE Signal Feature Extraction Based on Wavelet Packet Analysis
    Guo, Lanshen
    Dong, Naiqiang
    Tian, Wei
    Zhang, Fangzhong
    Li, Caixiao
    ADVANCED MATERIALS AND COMPUTER SCIENCE, PTS 1-3, 2011, 474-476 : 189 - 194
  • [43] Nonlinear feature analysis and extraction of ship noise signal based on limit cycle
    Song, Aiguo
    Lu, Jiren
    Shengxue Xuebao/Acta Acustica, 1999, 24 (04): : 407 - 415
  • [44] Singular Value Decomposition Based Feature Extraction Technique for Physiological Signal Analysis
    Cheng-Ding Chang
    Chien-Chih Wang
    Bernard C. Jiang
    Journal of Medical Systems, 2012, 36 : 1769 - 1777
  • [45] Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis
    Zhao, Rui
    Du, Bo
    Zhang, Liangpei
    Zhang, Lefei
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (03): : 1757 - 1774
  • [47] Feature extraction method CNDFA for target contour of coal and gangue based on multifractal
    Li, Na
    Xue, Jiameng
    Gao, Sheng
    JOURNAL OF ELECTRONIC IMAGING, 2022, 31 (04)
  • [48] Signal Subtle Feature Extraction Algorithm Based on Improved Fractal Box-Counting Dimension
    Chen, Xiang
    Li, Jingchao
    Han, Hui
    CLOUD COMPUTING AND SECURITY, PT VI, 2018, 11068 : 684 - 696
  • [49] A wavelet based feature extraction for voice-lock systems
    Cherupalli, Pranav Kumar
    Gari, Jaya Sankar Kottareddy
    TENCON 2005 - 2005 IEEE REGION 10 CONFERENCE, VOLS 1-5, 2006, : 442 - +
  • [50] Some Feature Extraction Techniques for Voice based Authentication System
    Hundal, Jasmeet Kaur
    Hamde, S. T.
    2017 IEEE INTERNATIONAL CONFERENCE ON POWER, CONTROL, SIGNALS AND INSTRUMENTATION ENGINEERING (ICPCSI), 2017, : 419 - 421