• DocumentCode
    431193
  • Title

    Discriminative Training of CDHMMs for Maximum Relative Separation Margin

  • Author

    Liu, Chaojun ; Jiang, Hui ; Li, Xinwei

  • Author_Institution
    Dept. of Comput. Sci. & Eng., York Univ., Toronto, Ont., Canada
  • Volume
    1
  • fYear
    2005
  • fDate
    March 18-23, 2005
  • Firstpage
    101
  • Lastpage
    104
  • Keywords
    error statistics; hidden Markov models; minimax techniques; probability; speech recognition; Alphabet tasks; CDHMM; E-set; ISOLET database; constrained minimax optimization; continuous density hidden Markov model; discriminative training; error rate reduction; generalized probabilistic descent algorithm; maximum relative separation margin; minimum relative multi-class separation; speech recognition; Automatic speech recognition; Chaos; Computer science; Hidden Markov models; Machine learning; Minimax techniques; Speech recognition; Support vector machine classification; Support vector machines; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-8874-7
  • Type

    conf

  • DOI
    10.1109/ICASSP.2005.1415060
  • Filename
    1415060
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=431193