Enhanced Techniques to Improve Speech Query based Tamil to English Cross Language Text Retrieval System using Ensemble Models

Enhanced Techniques to Improve Speech Query based Tamil to English Cross Language Text Retrieval System using Ensemble Models

dc.contributor.guide	Dr.V.Radha
dc.coverage.spatial
dc.creator.researcher	Iswarya P
dc.date.accessioned	2016-03-30T11:49:00Z
dc.date.available	2016-03-30T11:49:00Z
dc.date.awarded	02-03-2016
dc.date.completed	02-03-2016
dc.date.registered	30-06-2011
dc.description.abstract	Major objectives To design and develop a Tamil Speech Query Recognition system that uses waveletbased methods for noise removal and enhanced feature extraction optimized through the use of SelfOrganizing Map and ensemble Support Vector Machine SVM classifier for speech recognition To design and develop optimizing methods to convert the recognized Tamil text newlineinto English text To design and develop Heterogeneous Ensemble Model that uses hybrid associative and improved KNN algorithm for document retrieval
dc.description.note
dc.format.accompanyingmaterial	DVD
dc.format.dimensions	210 x 290mm
dc.format.extent	200
dc.identifier.uri	http://hdl.handle.net/10603/77794
dc.language	English
dc.publisher.institution	Department of Computer Science
dc.publisher.place	Coimbatore
dc.publisher.university	Avinashilingam Deemed University For Women
dc.relation	References / 367
dc.rights	university
dc.source.university	University
dc.subject.keyword	Cross-Language Information retrieval
dc.subject.keyword	Speech Recognition
dc.subject.keyword	Query Translation
dc.subject.keyword	Document Retrieval
dc.title	Enhanced Techniques to Improve Speech Query based Tamil to English Cross Language Text Retrieval System using Ensemble Models
dc.title.alternative	Tamil-English Cross-language text retrieval
dc.type.degree	Ph.D.