Segment-Holistic Speech Recognition System Based on Model of Brain Hemispheric Interaction in Speech Perception
Електронний архів E-archive DonNTU – (Electronic archive Donetsk National Technical University)
Переглянути архів Інформація| Поле | Співвідношення | |
| Title |
Segment-Holistic Speech Recognition System Based on Model of Brain Hemispheric Interaction in Speech Perception
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| Creator |
Бондаренко, И.Ю.
Bondarenko, I.Yu. Федяев, О.И. Fedyayev, O.I. |
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| Subject |
Automatic Speech Recognition
Collective Recognition Neural Networks Fuzzy Pattern Matching |
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| 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.
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. |
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| Date |
2012-03-13T12:16:51Z
2012-03-13T12:16:51Z 2011-05-18 |
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| Type |
Article
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| Identifier |
http://ea.donntu.edu.ua/handle/123456789/8109
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| Language |
en
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| Publisher |
Belarusian State University of Informatics and Radioelectronics
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