The Use of Wide-frame Cepstrum in Speech Recognition

  • Justyna Brześcińska
  • Tomasz de Jastrzębiec Wykowski
Conference paper
Part of the Advances in Soft Computing book series (AINSC, volume 19)


The paper presents a new approach to speech recognition using cepstral analysis. Cepstrum is being counted in just two wide frames for each syllable in word. The algorithm is discussed and example of application using backpropagation neural network is given.


Speech Recognition Excitation Signal Phoneme Recognition Wide Frame Polish Word 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.


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  1. [1]
    Brze§cinska J, de Jastrz@biec Wykowski T. “Computer Usage’s Support for Disabled”, Metallurgy and Foundry Engineering — Special Edition, Krakow 2001, pp. 99–106 (in Polish)Google Scholar
  2. [2]
    Deller J. Jr., Hansen J., Proakis J.“Discrete — Time Processing of Speech Signal”, IEEE Press, New York 2000Google Scholar
  3. [3]
    Grocholewski S. “Statistical Foundations of ARM System For Polish Language”, Poznan University of Technology Printing House, Poznan 2001 (in Polish)Google Scholar
  4. [4]
    Hsiao-Fen Pois, Hsiao-chuan Wang „A Study of the Two-Dimensional Cepstrum Approach for Speech Recognition“, Computer Speech and Language (1992), 6, pp. 361–375CrossRefGoogle Scholar
  5. [5]
    Oppenheim A.V. and al. “Applications of Digital Signal Processing”, Prentice-Hall, Inc. Englewood Cliffs, New Jersey USA 1978Google Scholar
  6. [6]
    Picone J. “Signal Modelling Techniques in Speech Recognition”, Proceedings of the IEEE, vol. 81, no 9, September 1993, pp. 1215–1247CrossRefGoogle Scholar
  7. [7].
    Tadeusiewicz R. „Speech Signals“, Transport and Communication Publishers, Warsaw 1988 (in Polish)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2003

Authors and Affiliations

  • Justyna Brześcińska
    • 1
  • Tomasz de Jastrzębiec Wykowski
    • 1
  1. 1.University of Mining and MetallurgyKrakowPoland

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