• DocumentCode
    339175
  • Title

    On-line speaker adaptive learning with regressive prediction based on perceptual theory of Chinese speech sounds

  • Author

    Guoqiang, Li ; Limin, Du ; Ziqiang, Hou

  • Author_Institution
    Inst. of Acoust., Acad. Sinica, Beijing, China
  • fYear
    1998
  • fDate
    1998
  • Firstpage
    745
  • Abstract
    We integrate regressive predication techniques into on-line speaker adaptive learning. Based on the perceptual theory of Chinese speech sounds, we build a criterion for avoiding collection to speed up the adaptation process. Moreover, the use of multinomial regression improves the predictive precision further
  • Keywords
    adaptive systems; prediction theory; speaker recognition; statistical analysis; Chinese speech sounds; multinomial regression; on-line speaker adaptive learning; perceptual theory; predictive precision; recognition; regressive prediction; Acoustics; Content addressable storage; Equations; Hidden Markov models; Loudspeakers; Performance evaluation; Speech processing; Speech recognition; System testing; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Proceedings, 1998. ICSP '98. 1998 Fourth International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    0-7803-4325-5
  • Type

    conf

  • DOI
    10.1109/ICOSP.1998.770319
  • Filename
    770319