Application of a modified neural fuzzy network and an improved genetic algorithm to speech recognition

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dc.contributor.author Leung, K F en_US
dc.contributor.author Leung, Frank en_US
dc.contributor.author Lam, Hak-Keung en_US
dc.contributor.author Ling, Steve en_US
dc.contributor.editor en_US
dc.date.accessioned 2012-02-02T09:29:46Z
dc.date.available 2012-02-02T09:29:46Z
dc.date.issued 2007 en_US
dc.identifier 2010004230 en_US
dc.identifier.citation Leung K F et al. 2007, 'Application of a modified neural fuzzy network and an improved genetic algorithm to speech recognition', Springer, vol. 16, no. 4-5, pp. 419-431. en_US
dc.identifier.issn 0941-0643 en_US
dc.identifier.other C1UNSUBMIT en_US
dc.identifier.uri http://hdl.handle.net/10453/15121
dc.description.abstract This paper presents the recognition of speech commands using a modified neural fuzzy network (NFN). By introducing associative memory (the tuner NFN) into the classification process (the classifier NFN), the network parameters could be made adaptive to changing input data. Then, the search space of the classification network could be enlarged by a single network. To train the parameters of the modified NFN, an improved genetic algorithm is proposed. As an application example, the proposed speech recognition approach is implemented in an eBook experimentally to illustrate the design and its merits. en_US
dc.language en_US
dc.publisher Springer en_US
dc.relation.hasversion Accepted manuscript version en_US
dc.relation.isbasedon http://dx.doi.org/10.1007/s00521-006-0068-4 en_US
dc.rights The original publication is available at www.springerlink.com en_US
dc.title Application of a modified neural fuzzy network and an improved genetic algorithm to speech recognition en_US
dc.parent Neural Computing & Applications en_US
dc.journal.volume 16 en_US
dc.journal.number 4-5 en_US
dc.publocation New York en_US
dc.identifier.startpage 419 en_US
dc.identifier.endpage 431 en_US
dc.cauo.name FEIT. A/DRsch Ctre for Health Technologies en_US
dc.conference Verified OK en_US
dc.for 080100 en_US
dc.personcode 0000069392 en_US
dc.personcode 0000059012 en_US
dc.personcode 0000059682 en_US
dc.personcode 106694 en_US
dc.percentage 100 en_US
dc.classification.name Artificial Intelligence and Image Processing en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom en_US
dc.date.activity en_US
dc.location.activity WOS:000247428700009 en_US
dc.description.keywords Controllers; DesignNeural network ? Genetic algorithm, Fuzzy logic, Speech recognition, Pattern recognition en_US
dc.staffid 106694 en_US


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