• DocumentCode
    1109863
  • Title

    Some experiments with a supervised classification procedure

  • Author

    Das, Subrata K.

  • Author_Institution
    Continuous Speech Recognition Group, IBM Thomas J. Watson Res. Center, Yorktown Heights, NY, USA
  • Volume
    2
  • Issue
    3
  • fYear
    1994
  • fDate
    7/1/1994 12:00:00 AM
  • Firstpage
    461
  • Lastpage
    464
  • Abstract
    A supervised classifier is described where a systematic search through a training database produced an efficacious set of prototypes for its operation. Using this technique, two studies, one dealing with phone recognition and another with large-vocabulary speech recognition, were conducted with data from several speakers. The superiority of the supervised classifier design is demonstrated by comparative performance analysis
  • Keywords
    speech recognition; telephony; experiments; large-vocabulary speech recognition; performance analysis; phone recognition; speaker-dependent speech recognition; supervised classification; supervised classifier; systematic search; training database; Databases; Hidden Markov models; Performance analysis; Prototypes; Sampling methods; Solids; Speech recognition; Training data; Viterbi algorithm;
  • fLanguage
    English
  • Journal_Title
    Speech and Audio Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-6676
  • Type

    jour

  • DOI
    10.1109/89.294365
  • Filename
    294365
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1109863