• DocumentCode
    1147869
  • Title

    Dynamic Bayesian network approach to speaker identification

  • Author

    Sang, Lifeng ; Yang, Yingchun ; Wu, Zhaohui ; Zhang, Wanfeng

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Zhejiang Univ., China
  • Volume
    39
  • Issue
    3
  • fYear
    2003
  • fDate
    2/6/2003 12:00:00 AM
  • Firstpage
    329
  • Lastpage
    330
  • Abstract
    Dynamic Bayesian networks (DBNs) are knowledge representation schemes that can characterise probabilistic relationships over time-series data and perform probabilistic inference. A new approach to speaker identification using DBNs is presented. Superior results are achieved in experiments over a subset of YOHO corpus.
  • Keywords
    belief networks; inference mechanisms; probability; speaker recognition; time series; DBNs; YOHO corpus; dynamic Bayesian network approach; knowledge representation schemes; probabilistic inference; probabilistic relationships; speaker identification; time-series data;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20030184
  • Filename
    1179482
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1147869