• DocumentCode
    1869534
  • Title

    A `gammachirp´ function as an optimal auditory filter with the Mellin transform

  • Author

    Toshio, IRINO

  • Author_Institution
    NTT Basic Res. Labs., Kanagawa, Japan
  • Volume
    2
  • fYear
    1996
  • fDate
    7-10 May 1996
  • Firstpage
    981
  • Abstract
    A `gammachirp´ function has been derived as an optimal auditory filter function in terms of minimal uncertainty in a joint time and modified-scale representation if the scale transform defined by Cohen (1989) is used in the auditory system. The gammatone function, which is widely used as the impulse response of a linear auditory filter, is a first-order approximation of the `gammachirp´ function consisting of a chirp carrier with an envelope that is a gamma distribution function. The optimality of the `gammachirp´ function is argued for the general Mellin transform since Cohen´s scale transform is a specific example of the Mellin transform. A sample speech signal is analyzed to demonstrate the properties of a joint time and scale distribution derived with a short-time Mellin transform in comparison with a short-time Fourier spectrum
  • Keywords
    band-pass filters; filtering theory; gamma distribution; hearing; signal representation; speech processing; transforms; transient response; Cohen scale transform; auditory system; chirp carrier; envelope; first-order approximation; gamma distribution function; gammachirp function; gammatone function; impulse response; linear auditory filter; minimal uncertainty; modified-scale representation; optimal auditory filter; sample speech signal; scale distribution; short-time Fourier spectrum; short-time Mellin transform; speech signal analysis; time distribution; time representation; Auditory system; Chirp; Computational modeling; Distribution functions; Filters; Fourier transforms; Frequency; Signal processing; Speech analysis; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1520-6149
  • Print_ISBN
    0-7803-3192-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.1996.543287
  • Filename
    543287