• DocumentCode
    2355804
  • Title

    Evaluation of vocal tract disorder using a variable step adaptive filter

  • Author

    Dandapat, S. ; Ray, G.C.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol., Kanpur, India
  • fYear
    1995
  • fDate
    15-18 Feb 1995
  • Firstpage
    29646
  • Lastpage
    30011
  • Abstract
    Presents a method to evaluate the dynamic behaviour of the vocal tract shape. Solving the linear prediction model by using Levinson Durbin´s algorithm the dynamic behaviour of the vocal tract shape can be obtained only frame by frame. A more realistic approach can be possible by estimating the shape of the vocal tract point by point using an adaptive filter. In the present work the authors have proposed a variable step adaptive linear prediction scheme for reconstruction of the vocal tract. This results in faster convergence. This method can be used for real time estimation of the vocal tract shape for diagnostic and therapeutic purposes
  • Keywords
    adaptive filters; physiological models; speech; Levinson Durbin´s algorithm; convergence; diagnosis; linear prediction model; therapy; variable step adaptive filter; variable step adaptive linear prediction scheme; vocal tract disorder evaluation; vocal tract reconstruction; Acoustic reflection; Adaptive filters; Convergence; Heuristic algorithms; Lattices; Optical reflection; Paper technology; Predictive models; Shape; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1995 and 14th Conference of the Biomedical Engineering Society of India. An International Meeting, Proceedings of the First Regional Conference., IEEE
  • Conference_Location
    New Delhi
  • Print_ISBN
    0-7803-2711-X
  • Type

    conf

  • DOI
    10.1109/RCEMBS.1995.532987
  • Filename
    532987