• DocumentCode
    2022488
  • Title

    Glottal source estimation: Methods of applying the LF-model to inverse filtering

  • Author

    Riegelsberger, Edward L. ; Krishnamurthy, Ashok K.

  • Author_Institution
    Dept. of Electr. Eng., Ohio State Univ., Columbus, OH, USA
  • Volume
    2
  • fYear
    1993
  • fDate
    27-30 April 1993
  • Firstpage
    542
  • Abstract
    The incorporation of the LF model into closed-phase inverse filtering based estimation of glottal source waveforms is considered. The LF model is a five-parameter model representing the effective voice source over open and closed glottal phases. Three techniques for LF model fitting are described: two based on Prony´s method and one using gradient descent. The estimation methods are evaluated using glottal flow waveforms obtained synthetically and through inverse filtering. Under appropriate conditions, all of the estimation methods produce good fits of the LF model to the inverse filtered waveform. In noise, gradient descent produces more consistent fits than the more tractable Prony-based techniques.<>
  • Keywords
    filtering and prediction theory; inverse problems; parameter estimation; physiological models; speech synthesis; waveform analysis; LF model; Prony´s method; closed-phase inverse filtering; estimation of glottal source waveforms; gradient descent; model fitting;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1993. ICASSP-93., 1993 IEEE International Conference on
  • Conference_Location
    Minneapolis, MN, USA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-7402-9
  • Type

    conf

  • DOI
    10.1109/ICASSP.1993.319363
  • Filename
    319363