• DocumentCode
    295934
  • Title

    Determination of the LPC coefficients using neural networks

  • Author

    Ibrahim, Ibrahim I. ; El-Adawy, M.I.

  • Author_Institution
    Dept. of Electron. & Commun., Helwan Univ., Cairo, Egypt
  • Volume
    5
  • fYear
    1995
  • fDate
    Nov/Dec 1995
  • Firstpage
    2669
  • Abstract
    A new technique for the determination of the LPC coefficients is introduced. In this method the LPC coefficients are shown to be the weighting factors of a simple neuron. This makes this technique suitable for a lot of applications that uses LPC as a signal processing tool like speech processing and production. The error introduced by this method is comparable to the error obtained by the conventional methods like the autocorrelation method
  • Keywords
    linear predictive coding; neural nets; LPC coefficients determination; autocorrelation method; linear predictive coding; neural networks; signal processing tool; speech processing; weighting factors; Autocorrelation; Differential equations; Linear predictive coding; Neural networks; Neurons; Nonlinear equations; Signal processing algorithms; Speech processing; Testing; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1995. Proceedings., IEEE International Conference on
  • Conference_Location
    Perth, WA
  • Print_ISBN
    0-7803-2768-3
  • Type

    conf

  • DOI
    10.1109/ICNN.1995.487832
  • Filename
    487832
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=295934