• DocumentCode
    1852326
  • Title

    F0 estimation using SRH based on TV-CAR speech analysis

  • Author

    Funaki, Kenta ; Higa, T.

  • Author_Institution
    Comput. & Networking Center, Univ. of the Ryukyus, Okinawa, Japan
  • fYear
    2012
  • fDate
    27-31 Aug. 2012
  • Firstpage
    2777
  • Lastpage
    2781
  • Abstract
    This paper proposes novel robust speech F0 estimation using SRH (Summation Residual Harmonics) based on TV-CAR (Time-Varying Complex AR) analysis. We have already proposed robust F0 estimation based on the TV-CAR analysis in which weighted auto-correlation for complex residual signals is used as the criterion. In the SRH method, the criterion is calculated from LP residual signals. The criterion is summation of residual spectrum value for harmonics. In this paper, we propose SRH-based F0 estimation based on the TV-CAR analysis, in which the criterion is calculated from the complex AR residual. Since complex AR residual provides higher resolution of spectrum, the criterion might be effective for F0 estimation. The experimental results demonstrate that the proposed method performs better than conventional methods.
  • Keywords
    speech processing; LP residual signals; SRH method; TV-CAR speech analysis; complex AR residual; complex residual signals; residual spectrum value; robust speech estimation; summation residual harmonics; time-varying complex AR; weighted auto-correlation; Additives; Estimation; Harmonic analysis; Noise; Robustness; Speech; Speech analysis; F0 estimation; Summation Residual Harmonics (SRH); analytic signal; complex analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European
  • Conference_Location
    Bucharest
  • ISSN
    2219-5491
  • Print_ISBN
    978-1-4673-1068-0
  • Type

    conf

  • Filename
    6334072