• DocumentCode
    1182221
  • Title

    Improving the recognition performance by using a parallel-branch subunit model based on misrecognised data

  • Author

    Park, Y.K. ; Un, C.K.

  • Author_Institution
    Commun. Res. Lab., Korea Adv. Inst. of Sci. & Technol., Taejon
  • Volume
    30
  • Issue
    17
  • fYear
    1994
  • fDate
    8/18/1994 12:00:00 AM
  • Firstpage
    1380
  • Lastpage
    1382
  • Abstract
    An initialisation and training method using a parallel-branch subunit model is obtained which uses a continuous hidden Markov model for improved recognition performance. The model is obtained by adding a new subunit branch based on misrecognised data in the training data to the previous parallel branches for that subunit. This procedure is shown to be efficient and gives good word recognition performance
  • Keywords
    hidden Markov models; speech recognition; continuous hidden Markov model; initialisation; misrecognised data; parallel-branch subunit model; training; word recognition;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:19940964
  • Filename
    326295
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1182221