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Speech prediction using higher order neural networks

Husssain, Abir Jaafar and Jameel, Ahmed J. and Al-Jumeily, Dhiya and Ghazali, Rozaida (2009) Speech prediction using higher order neural networks. In: IIT'09: Proceedings of the 6th international conference on Innovations in Information Technology.

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In this paper, we present the use of higher order neural networks for the prediction of speech signal. Various neural network structure have been used for our experiments these include the functional link neural network and pi-sigma neural network. Extensive experimentation is carried out to evaluate the performance of the higher order networks on the speech prediction platform. Simulation results indicated that the functional link network showed higher signal to noise ratio in comparison to the pisigma neural networks.

Item Type: Conference or Workshop Item (Paper)
Uncontrolled Keywords: Pi sigma network; functional link network; high order neural networks; speech time series
Subjects: Q Science > QA Mathematics > QA76 Computer software
Depositing User: Normajihan Abd. Rahman
Date Deposited: 08 Aug 2018 07:49
Last Modified: 08 Aug 2018 07:49
URI: http://eprints.uthm.edu.my/id/eprint/3617
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