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Research Article | Open Access |

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
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 3, No. 4 · Published 2012 · Cited by 23

DOI: 10.14569/IJACSA.2012.030407

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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.

How to Cite this Article

Ejbali, R., Zaied, M., & Amar, C. B. (2012). Multi-input Multi-output Beta Wavelet Network: Modeling of Acoustic Units for Speech Recognition. International Journal of Advanced Computer Science and Applications, 3(4). https://doi.org/10.14569/IJACSA.2012.030407

Ejbali, Ridha, et al.. "Multi-input Multi-output Beta Wavelet Network: Modeling of Acoustic Units for Speech Recognition." International Journal of Advanced Computer Science and Applications, vol. 3, no. 4, 2012, https://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},
  volume    = {3},
  number    = {4},
  year      = {2012},
  publisher = {The Science and Information Organization},
  author    = {Ridha Ejbali and Mourad Zaied and Chokri Ben Amar},
  doi       = {10.14569/IJACSA.2012.030407},
  url       = {https://doi.org/10.14569/IJACSA.2012.030407}
}

Open Access — licensed under a Creative Commons Attribution 4.0 International License. Unrestricted use, distribution, and reproduction in any medium, even commercially, as long as the original work is properly cited.

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Volume 17 No. 11, November 2026
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