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Article Details

Copyright Statement: This is an open access article licensed under a Creative Commons Attribution 4.0 International License, which permits unrestricted use, distribution, and reproduction in any medium, even commercially as long as the original work is properly cited.

Multi-input Multi-output Beta Wavelet Network: Modeling of Acoustic Units for Speech Recognition

Author 1: Ridha Ejbali
Author 2: Mourad Zaied
Author 3: Chokri Ben Amar

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Digital Object Identifier (DOI) : 10.14569/IJACSA.2012.030407

Article Published in International Journal of Advanced Computer Science and Applications(IJACSA), Volume 3 Issue 4, 2012.

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Abstract: in this paper, we propose a novel architecture of wavelet network called Multi-input Multi-output Wavelet Network MIMOWN as a generalization of the old architecture of wavelet network. This newel prototype was applied to speech recognition application especially to model acoustic unit of speech. The originality of our work is the proposal of MIMOWN to model acoustic unit of speech. This approach was proposed to overcome limitation of old wavelet network model. The use of the multi-input multi-output architecture will allows training wavelet network on various examples of acoustic units.

Keywords: wavelet network; multi-input multi-output wavelet network MIMOWN; speech recognition; modeling of acoustic units; wavelet network.

Ridha Ejbali, Mourad Zaied and Chokri Ben Amar, “Multi-input Multi-output Beta Wavelet Network: Modeling of Acoustic Units for Speech Recognition” International Journal of Advanced Computer Science and Applications(IJACSA), 3(4), 2012. http://dx.doi.org/10.14569/IJACSA.2012.030407

@article{Ejbali2012,
title = {Multi-input Multi-output Beta Wavelet Network: Modeling of Acoustic Units for Speech Recognition},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2012.030407},
url = {http://dx.doi.org/10.14569/IJACSA.2012.030407},
year = {2012},
publisher = {The Science and Information Organization},
volume = {3},
number = {4},
author = {Ridha Ejbali and Mourad Zaied and Chokri Ben Amar}
}


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