Communications - Scientific Letters of the University of Zilina 2006, 8(3):33-36 | DOI: 10.26552/com.C.2006.3.33-36

Feature Extraction Using Pulse-Coupled Neural Network in Isolated Speech Recognition

Matus Jurecka1
1 Department of Technical Cybernetics, Faculty of Management Science and Informatics, University of Zilina, Slovakia

This article presents achieved results concerning an feature extraction in isolated speech recognition problem using the Pulse-Coupled Neural Network (PCNN) approach. PCNN based feature extraction is analyzed for a direct Pulse Coded Modulation (PCM) input and a Fast Fourier Transform (FFT) coefficients input.

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Published: September 30, 2006  Show citation

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Jurecka, M. (2006). Feature Extraction Using Pulse-Coupled Neural Network in Isolated Speech Recognition. Communications - Scientific Letters of the University of Zilina, 8(3), 33-36. doi: 10.26552/com.C.2006.3.33-36
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    References

    1. RANGANATH, H. S., KUNTIMAD, G.: Iterative Segmentation using Pulse Coupled Neural Networks, SPIE, Vol. 2760, pp. 543-554
    2. JOHNSON, J. L., PADGETT, M. L.: PCNN Models and Applications, IEEE Transaction on Neural Networks, Vol. 2, No.3, 1999, pp. 480-498 Go to original source...
    3. KISER, J. M., JOHNSON, J. L.: Implementation of Pulse-Coupled Neural Networks in the CNAPS Environment, IEEE Transactions on Neural Networks, Vol. 10, No. 3, 1999, pp. 584-590 Go to original source...
    4. FORGÁČ, R., MOKRIŠ, I.: Artificial neural networks for feature space dimension reduction and classification (in Slovak), Banská Bystrica: Univerzita Mateja Bela, 2002, ISBN 80-8055-743-8
    5. ORAVEC, M., POLEC, J., MARCHEVSKÝ, S.: Neural networks for digital signal processing (in Slovak), Bratislava: FABER, 1998
    6. WASSERMAN, D. P.: Neural Computing Theory and Practice, New York: VNR, 1989
    7. PSUTKA, J.: Communication with Computer by Speech (in Czech), Praha: Academia, 1995
    8. PROAKIS, J. G., MANOLAKIS, D. G.: Digital Signal Processing, New York: MPC, 1992
    9. KHANNA, T.: Foundations of Neural Networks, New York: Addison-Wesley Publishing Company, 1990. ISBN 0-201-50036-1
    10. HAYKIN, S.: Neural Networks - A Comprehensive Foundation, Macmillan College Publishing Company, New York, 1994
    11. ROSENFELD, A., KAK, A. C.: Digital Image Processing, John Wiley & Sons, New York 1982.

    This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC BY 4.0), which permits use, distribution, and reproduction in any medium, provided the original publication is properly cited. No use, distribution or reproduction is permitted which does not comply with these terms.


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