• DocumentCode
    2579558
  • Title

    Modified variable-order linear prediction speech modeling

  • Author

    Bao-Chen, Jiang ; Li-Hui, Ao ; Xiao-Gang, Qu

  • Author_Institution
    Sch. of Inf. Eng., Shandong Univ., China
  • Volume
    2
  • fYear
    2005
  • fDate
    23-26 Sept. 2005
  • Firstpage
    1234
  • Lastpage
    1236
  • Abstract
    The variable-order filter method is used in linear prediction (LP) speech modeling. Since the prediction order would be very small for some frames in the method, it can reduce bit rate further. However, due to the large dynamic range of the speech spectrum it might happen that LP analysis is unable to match the higher formants properly if the prediction order is too small. A frequency domain technique is presented to be used in speech modeling to improve the performance of low order linear prediction (LP) in modeling of formants of voiced speech.
  • Keywords
    filtering theory; frequency-domain analysis; linear predictive coding; speech coding; bit rate reduction; frequency domain technique; variable-order filter method; variable-order linear prediction speech modeling; Bit rate; Dynamic range; Electronic mail; Frequency domain analysis; Information filtering; Nonlinear filters; Performance analysis; Predictive models; Speech analysis; Speech coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications, Networking and Mobile Computing, 2005. Proceedings. 2005 International Conference on
  • Print_ISBN
    0-7803-9335-X
  • Type

    conf

  • DOI
    10.1109/WCNM.2005.1544277
  • Filename
    1544277