• DocumentCode
    2022441
  • Title

    Optimal estimation of vocal tract area functions from speech signal constrained by X-ray microbeam data

  • Author

    Guo, Qiang ; Milenkovic, Paul

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Wisconsin Univ., Madison, WI, USA
  • Volume
    2
  • fYear
    1993
  • fDate
    27-30 April 1993
  • Firstpage
    538
  • Abstract
    The authors describe a modified Mermelstein articulatory model and present an analytical description of the configuration of the vocal tract model as well as the relationship between the articulators. Based on this model the articulatory parameters can be estimated directly from the speech signal by solving a constrained optimization problem. An adaptive optimization technique is used to find the values of the articulatory parameters of a modified Mermelstein articulatory model, that minimize the difference between model spectra and measured speech spectra.<>
  • Keywords
    X-ray microscopy; adaptive systems; constraint handling; diagnostic radiography; optimisation; parameter estimation; physiological models; speech analysis and processing; X-ray microbeam data; adaptive optimization; articulatory parameters; constrained optimization; modified Mermelstein articulatory model; speech signal; vocal tract area functions;
  • 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.1993.319361
  • Filename
    319361