• DocumentCode
    703261
  • Title

    Integration of parsing and incremental speech recognition

  • Author

    Wachsmuth, Sven ; Fink, Gernot A. ; Sagerer, Gerhard

  • Author_Institution
    Tech. Fac., Univ. of Bielefeld, Bielefeld, Germany
  • fYear
    1998
  • fDate
    8-11 Sept. 1998
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In this paper we propose a new approach to integrating a parser into a statistical speech recognizer. The method is able to incrementally apply grammatical restrictions and robustly combine them with the statistical acoustic and language models. On spontaneous speech data a 11.6% reduction in word error rate could be achieved compared to the baseline system applying statistical models only.
  • Keywords
    acoustic signal processing; computational linguistics; grammars; speech recognition; statistical analysis; grammatical restrictions; incremental speech recognition; language models; parser; parsing; spontaneous speech data; statistical acoustic models; statistical speech recognizer; word error rate; Acoustics; Delay effects; Error analysis; Grammar; Hidden Markov models; Speech; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO 1998), 9th European
  • Conference_Location
    Rhodes
  • Print_ISBN
    978-960-7620-06-4
  • Type

    conf

  • Filename
    7089732