• DocumentCode
    2809020
  • Title

    F0 contour estimation using ELS-based robust time-varying complex speech analysis

  • Author

    Funaki, Keiichi

  • Author_Institution
    Comput. & Networking Center, Univ. of the Ryukyus, Okinawa, Japan
  • fYear
    2011
  • fDate
    4-7 Jan. 2011
  • Firstpage
    313
  • Lastpage
    316
  • Abstract
    Robust F0 (Fundamental frequency) estimation plays an important role in speech processing. This paper proposes simple F0 contour estimation algorithm based on the robust TV-CAR speech analysis, in which the F0 contour is estimated by peak-picking for the estimated time-varying spectrum by means of ELS-based robust complex speech analysis for an analytic speech signal. The experimental results demonstrate that the proposed method leads to more accurate continuous F0 estimation than the conventional ones for high-pitched speech.
  • Keywords
    least squares approximations; speech processing; ELS-based robust time-varying complex speech analysis; F0 contour estimation; extended least square; speech processing; time-varying spectrum; Equations; Estimation; Frequency estimation; Mathematical model; Robustness; Speech; Speech analysis; ELS (Extended Least Square); F0 contour estimation; robust complex speech analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Signal Processing Workshop and IEEE Signal Processing Education Workshop (DSP/SPE), 2011 IEEE
  • Conference_Location
    Sedona, AZ
  • Print_ISBN
    978-1-61284-226-4
  • Type

    conf

  • DOI
    10.1109/DSP-SPE.2011.5739231
  • Filename
    5739231