• DocumentCode
    1855408
  • Title

    Noise-robust fundamental frequency extraction method based on band-limited amplitude spectrum

  • Author

    Shimamura, T. ; Takagi, H.

  • Author_Institution
    Dept. of Inf. & Comput. Sci., Saitama Univ., Japan
  • Volume
    2
  • fYear
    2004
  • fDate
    25-28 July 2004
  • Abstract
    In this paper, a fundamental frequency extraction method of noisy speech is proposed. An exponentiated amplitude spectrum is calculated with a band-limitation operation and its inverse Fourier transform is used as the basis function for fundamental frequency extraction. It is shown that the function invokes a performance robust against noise as well as formant characteristics. Experimental results show that the proposed method provides an improvement relative to the conventional methods at a wide rage of signal-to-noise ratios.
  • Keywords
    Fourier transforms; signal denoising; speech enhancement; amplitude spectrum; fundamental frequency extraction; inverse Fourier transform; noisy speech; Additive noise; Autocorrelation; Data mining; Fourier transforms; Frequency; Noise level; Noise robustness; Noise shaping; Speech enhancement; Working environment noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2004. MWSCAS '04. The 2004 47th Midwest Symposium on
  • Print_ISBN
    0-7803-8346-X
  • Type

    conf

  • DOI
    10.1109/MWSCAS.2004.1354111
  • Filename
    1354111