• DocumentCode
    1954872
  • Title

    Improved Cantonese Tone Recognition with Approximated F0 Contour: Implications for Cochlear Implants

  • Author

    Yuan, Meng ; Feng, Haihong ; Lee, Tan

  • Author_Institution
    Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Hong Kong, China
  • fYear
    2010
  • fDate
    28-30 Dec. 2010
  • Firstpage
    315
  • Lastpage
    318
  • Abstract
    This paper describes a periodicity-enhancement strategy which can be used to improve lexical tone perception for cochlear implant (CI) users. We focus on Cantonese, a major Chinese dialect with complex tone system. Acoustical simulations were tested with normal-hearing subjects. Temporal envelope and periodicity components (TEPC) below 500 Hz were extracted from four frequency bands. Stimuli were the combination of TEPC-modulated noises from sub-bands. For enhancement, the original temporal periodicity cues between 20 and 500 Hz were simplified by a sinusoidal wave whose frequency was equal to the exact fundamental frequency (F0) of the original speech or a linearly approximated F0. Tone identification tests were conducted using Cantonese disyllabic words. Results showed that tone scores with periodicity-enhanced TEPCs were significantly higher than the original ones. The approximated F0 contour provides similar tone perception performance to the exact F0 contour, indicating that exact F0 is unnecessary for the periodicity-enhancement strategy in CIs.
  • Keywords
    cochlear implants; handicapped aids; natural language processing; speech processing; speech recognition; Cantonese disyllabic words; acoustical simulation; approximated F0 contour; cochlear implant; cochlear implants periodicity enhancement strategy; fundamental frequency; improved Cantonese tone recognition; lexical tone perception; normal hearing subject; sinusoidal wave; temporal envelopeand periodicity component; Acoustics; Cochlear implants; Linear approximation; Noise; Speech; Vocoders; Temporal envelope; temporal periodicity; tone;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Asian Language Processing (IALP), 2010 International Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-9063-9
  • Type

    conf

  • DOI
    10.1109/IALP.2010.43
  • Filename
    5681579