• DocumentCode
    1526937
  • Title

    Speaker recognition using continuous density support vector machines

  • Author

    Xin Dong

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Zhejiang Univ., Hangzhou
  • Volume
    37
  • Issue
    17
  • fYear
    2001
  • fDate
    8/16/2001 12:00:00 AM
  • Firstpage
    1099
  • Lastpage
    1101
  • Abstract
    A new classification system for text-independent speaker recognition is presented. This system combines the output probabilities of generative Gaussian mixture models and discriminative classifier support vector machines. The new method is tested on the YOHO database and achieves superior performance
  • Keywords
    learning automata; pattern classification; speaker recognition; YOHO database; classification system; continuous density support vector machines; discriminative classifier support vector machines; generative Gaussian mixture models; output probabilities; text-independent speaker recognition;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20010741
  • Filename
    948350
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1526937