• DocumentCode
    3360206
  • Title

    Application of lifting scheme in pitch extraction for speech processing of cochlear implants based on characteristics of Chinese language

  • Author

    Tian, Guan ; Shu, Feng ; Shengyang, Huang ; Datian, Ye

  • Author_Institution
    Dept. of Biomedical Eng., Tsinghua Univ., Beijing, China
  • Volume
    3
  • fYear
    2004
  • fDate
    31 Aug.-4 Sept. 2004
  • Firstpage
    2222
  • Abstract
    Pitch extraction and estimation are very important issues in speech processing. Although frequency-domain analysis can get a good precision, its complex computing and mass memory occupation make it hardly suitable for cochlear implants based on characteristics of Chinese language. In this article, lifting scheme is adopted, combined with pitch extraction algorithm, to extract fundamental frequency of simulated signal and real speech signal. Veracious result is obtained and advantages in memory occupation as well as computing speed are found, which shows the great potential of lifting scheme in the application of pitch extraction in speech processing strategy for cochlear implants based on characteristics of Chinese language.
  • Keywords
    computational complexity; data compression; frequency-domain analysis; natural languages; prosthetics; speech coding; speech enhancement; speech intelligibility; wavelet transforms; Chinese language; cochlear implant; complex computing; frequency-domain analysis; mass memory occupation; pitch estimation; pitch extraction algorithm; speech processing; Autocorrelation; Cepstrum; Cochlear implants; Deafness; Frequency; Natural languages; Prosthetics; Signal processing; Speech processing; Time domain analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
  • Print_ISBN
    0-7803-8406-7
  • Type

    conf

  • DOI
    10.1109/ICOSP.2004.1442220
  • Filename
    1442220