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Asian Applied Computing Conference

AACC 2004: Applied Computing pp 169–176Cite as

Implementation of Tamil Speech Recognition System Using Neural Networks

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Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3285))

Abstract

This paper presents a neural network approach for speech recognition in Tamil language. In the present work the structure of a speaker-independent system for isolated word recognition, based on a neural network paradigm combined with a dynamic programming algorithm is applied. The experimental results demonstrate that a hybrid model leads to higher recognition rates than the classic technologies.

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References

  1. Tebelskis, Speech Recognition Using Neural Networks, PhD Dissertation, Carnegie Mellon University (1995)

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  2. Rabiner, L., Huang, B.H.: Fundamentals of Speech Recognition. Prentice-Hall, Englewood Cliffs (1993)

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  3. Huang, X., Acerd, A., Hon, H.-W.: Spoken Language Processing. PH PTR (2001)

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  4. Chen: Audiovisual speech processing. Signal Processing Magazine 18, 9–21 (2001)

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  5. Gasser, M., Eck, D., Port, R.: Meter as mechanism: A neural network model that learns metrical patterns. Connection Science 11(2), 187–216 (1999)

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  6. Bose, N.K., Liang, P.: Neural Network Fundamentals with Graphs, Algorithms, and Applications. McGraw-Hill, New York (1996)

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Author information

Authors and Affiliations

  1. Department of Computer Science & Engg, Anna University, Chennai, India

    S. Saraswathi & T. V. Geetha

Authors
  1. S. Saraswathi
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  2. T. V. Geetha
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Editor information

Editors and Affiliations

  1. Department of Computer Science, The University of York, YO10 5NG, Heslington, York, UK

    Suresh Manandhar

  2. Advanced Computer Architectures Group, Department of Computer Science, University of York, York, UK

    Jim Austin

  3. Department of Electrical Engineering, Indian Institute of Technology, 400076, Powai, Bombay, India

    Uday Desai

  4. Department of Computer Science, University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, 113-8654, Tokyo, Japan

    Yoshio Oyanagi

  5. Indian Institute of Information Technology, Bangalore, 26/C, Electronics City, Hosur Road, 560100, Bangalore, India

    Asoke K. Talukder

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© 2004 Springer-Verlag Berlin Heidelberg

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Cite this paper

Saraswathi, S., Geetha, T.V. (2004). Implementation of Tamil Speech Recognition System Using Neural Networks. In: Manandhar, S., Austin, J., Desai, U., Oyanagi, Y., Talukder, A.K. (eds) Applied Computing. AACC 2004. Lecture Notes in Computer Science, vol 3285. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30176-9_22

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  • DOI: https://doi.org/10.1007/978-3-540-30176-9_22

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-23659-7

  • Online ISBN: 978-3-540-30176-9

  • eBook Packages: Springer Book Archive

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