• DocumentCode
    312502
  • Title

    A robust C/V segmentation algorithm for Cantonese

  • Author

    Fu, Stephen W K ; Lee, C.H. ; Clubb, Orville Leverne

  • Author_Institution
    Dept. of Comput. Sci., City Univ. of Hong Kong, Hong Kong
  • Volume
    1
  • fYear
    1996
  • fDate
    26-29 Nov 1996
  • Firstpage
    42
  • Abstract
    A real time robust consonant/vowel (C/V) segmentation algorithm for Cantonese is proposed. Segmentation is begun by finding the pitch information, zero-crossing rate, energy profile and linear prediction coefficients in a stable vowel region. In each comparison, the speech signals within one pitch period are used/or calculated to avoid incorrect location of a repeating speech unit due to pitch change. The pitch period is found by center-clipping of speech signals and maximum point searching. The search for the C/V segmentation is performed by comparison of pitch information, zero-crossing rate, energy profile and linear prediction coefficients by searching towards the consonant. With this technique, the false location of the CV segmentation on the C/V transient region can be avoided. Also, with an accuracy of 95.1% and a low computation complexity, this algorithm is suitable for automated C/V segmentation and speech recognition
  • Keywords
    computational complexity; natural languages; prediction theory; search problems; speech processing; speech recognition; Cantonese; accuracy; automated C/V segmentation; center-clipping; energy profile; linear prediction coefficients; low computation complexity; maximum point searching; pitch information; pitch period; real time consonant/vowel segmentation algorithm; robust C/V segmentation algorithm; speech recognition; speech signals; stable vowel region; zero-crossing rate; Amplitude estimation; Computer science; Decoding; Hidden Markov models; Natural languages; Neural networks; Robustness; Speech recognition; Stress; Vocabulary;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON '96. Proceedings., 1996 IEEE TENCON. Digital Signal Processing Applications
  • Conference_Location
    Perth, WA
  • Print_ISBN
    0-7803-3679-8
  • Type

    conf

  • DOI
    10.1109/TENCON.1996.608699
  • Filename
    608699