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Please use this identifier to cite or link to this item: http://ea.donntu.org/handle/123456789/8109

Title: Segment-Holistic Speech Recognition System Based on Model of Brain Hemispheric Interaction in Speech Perception
Authors: Бондаренко, И.Ю.
Bondarenko, I.Yu.
Федяев, О.И.
Fedyayev, O.I.
Keywords: Automatic Speech Recognition
Collective Recognition
Neural Networks
Fuzzy Pattern Matching
Issue Date: 18-May-2011
Publisher: Belarusian State University of Informatics and Radioelectronics
Abstract: This paper is devoted to the development of two-channel segment-holistic system of medium-vocabulary speech recognition. Theoretical basis of the given system is the concept about functional asymmetry of cerebral hemispheres in human speech perception. The structure of automatic speech recognition system based on interaction of segment (phoneme-by-phoneme) and holistic (word-by-word) recognition subsystems is proposed. The segment subsystem is realized by means of neural networks and dynamic programming combination, and in the holistic subsystem the fuzzy matching of speech patterns is used.
Description: O.I.Fedyayev, I.Yu.Bondarenko. Segment-Holistic Speech Recognition System Based on Model of Brain Hemispheric Interaction in Speech Perception // Proceedings of 11th International Conference on Pattern Recognition and Information Processing PRIP’2011. – Minsk: Belarusian State University of Informatics and Radioelectronics, 2011. – P.226-230.
URI: http://ea.donntu.edu.ua/handle/123456789/8109
Appears in Collections:Статті співробітників кафедри ПМІ

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