• DocumentCode
    312111
  • Title

    Detection of phrase boundaries in Japanese by low-pass filtering of fundamental frequency contours

  • Author

    Sakurai, Atsuhiro ; Hirose, Keikichi

  • Author_Institution
    Dept. of Inf. & Commun. Eng., Tokyo Univ., Japan
  • Volume
    2
  • fYear
    1996
  • fDate
    3-6 Oct 1996
  • Firstpage
    817
  • Abstract
    Major syntactic boundaries are often accompanied by a rise in the phrase component of the fundamental frequency (F0) contour. Detecting such rises, therefore, can be significantly helpful to the speech recognition process. We developed a method to detect syntactic boundaries with phrase component rise (henceforth, phrase boundaries), based on the compression of the accent component of the F0 contour (in logarithmic scale), using a low pass filter. In this method, F0 contours are viewed as signals in the time domain, which can be roughly separated into phrase and accent components due to their different frequency contents. Phrase boundaries are detected whenever a significant rise occurs in the derivative of the filtered F0 contour (H. Fujisaki a K. Hirose, 1984). The method managed to detect about 77% of manually detectable phrase boundaries, though with a relatively high insertion rate. The insertion rate can be reduced by using the partial AbS method, proposed by the authors (K. Hirose and A. Sakurai, 1996)
  • Keywords
    low-pass filters; natural languages; speech processing; speech recognition; F0 contour; Japanese; accent component; filtered F0 contour; frequency contents; fundamental frequency contours; insertion rate; low pass filter; low pass filtering; manually detectable phrase boundaries; partial AbS method; phrase boundary detection; phrase component; phrase component rise; speech recognition process; syntactic boundaries; time domain; Event detection; Frequency; Information filtering; Information filters; Linear approximation; Low pass filters; Nonlinear filters; Pressing; Speech processing; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
  • Conference_Location
    Philadelphia, PA
  • Print_ISBN
    0-7803-3555-4
  • Type

    conf

  • DOI
    10.1109/ICSLP.1996.607726
  • Filename
    607726