• DocumentCode
    1526352
  • Title

    Hard-limited Karhunen-Loeve transform for text independent speaker recognition

  • Author

    Chin-Ta Chen ; Chih-Ming Tsai

  • Volume
    33
  • Issue
    24
  • fYear
    1997
  • fDate
    11/20/1997 12:00:00 AM
  • Firstpage
    2014
  • Lastpage
    2016
  • Abstract
    A text independent speaker recognition system based on hard-limited eigenfunctions derived from the Karhunen-Loeve transform is proposed. Two databases, each with 100 Mandarin speakers, are collected for system evaluation. It is demonstrated that >94% correct classification rates can be achieved by the use of the first 32 hard-limited features
  • Keywords
    eigenvalues and eigenfunctions; speaker recognition; spectral analysis; transforms; Karhunen-Loeve transform; correct classification rates; hard-limited eigenfunctions; system evaluation; text independent speaker recognition;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19971429
  • Filename
    648228
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1526352