• DocumentCode
    2996448
  • Title

    Explicit modelling of state occupancy in hidden Markov models for automatic speech recognition

  • Author

    Russell, N.J. ; Moore, R.K.

  • Author_Institution
    Royal Signals and Radar establishment, Malvern, Worcs, UK
  • Volume
    10
  • fYear
    1985
  • fDate
    26-29 April 1985
  • Firstpage
    5
  • Lastpage
    8
  • Abstract
    Semi-Markov models have been proposed as a mechanism for overcoming some of the limitations inherent in first-order Markov modelling of speech signals. Results have been presented which show that these models provide an appropriate framework for modelling durational structure and can lead to significant improvements in recognition accuracy.
  • Keywords
    Automatic speech recognition; Covariance matrix; Dynamic programming; Hidden Markov models; Markov processes; Mathematical model; Probability; Radar; Speech recognition; Statistical analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '85.
  • Conference_Location
    Tampa, FL, USA
  • Type

    conf

  • DOI
    10.1109/ICASSP.1985.1168477
  • Filename
    1168477
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2996448