• DocumentCode
    1716019
  • Title

    Correction of quasiphoneme strings by the dynamically expanding context

  • Author

    Torkkola, Kari ; Kohonen, Teuvo

  • Author_Institution
    Lab. of Inf. & Comput. Sci., Helsinki Univ. of Technol., Espoo, Finland
  • fYear
    1988
  • Firstpage
    487
  • Abstract
    An attempt is described to improve the overall accuracy of a phoneme-based speech recognizer using a grammar that corrects error in the so-called quasiphoneme strings. These strings result when speech frames are independently labeled to phonemic classes every hundredth of a second. A syntactic symbol string-correction method, the dynamically expanding context, is then applied. The method involves a large set of context-sensitive rules that describe the errors and coarticulation effects in the quasiphoneme strings and are constructed automatically from examples. This rule set is then able to cancel errors that have similar morphology. The overall accuracy of phonemic speech recognition can be increased by 1.5% to 8% over that achievable by other means
  • Keywords
    context-sensitive grammars; speech recognition; coarticulation; context-sensitive rules; errors; grammar; phonemic speech recognition; quasiphoneme strings correction; syntactic symbol string-correction method; Automatic speech recognition; Computer errors; Computer interfaces; Computer science; Error correction; Laboratories; Loudspeakers; Morphology; Speech processing; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 1988., 9th International Conference on
  • Conference_Location
    Rome
  • Print_ISBN
    0-8186-0878-1
  • Type

    conf

  • DOI
    10.1109/ICPR.1988.28274
  • Filename
    28274