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Title: Enhanced Techniques to Improve Speech Query based Tamil to English Cross Language Text Retrieval System using Ensemble Models
Researcher: Iswarya P
Guide(s): Dr.V.Radha
Keywords: Cross-Language Information retrieval
Speech Recognition
Query Translation
Document Retrieval
University: Avinashilingam Deemed University For Women
Completed Date: 02-03-2016
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
Pagination: 200
Appears in Departments:Department of Computer Science

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piswarya_chapter2.pdf498.58 kBAdobe PDFView/Open
piswarya_chapter3.pdf405.92 kBAdobe PDFView/Open
piswarya_chapter4.pdf879.32 kBAdobe PDFView/Open
piswarya_chapter5.pdf983.92 kBAdobe PDFView/Open
piswarya_chapter6.pdf481.87 kBAdobe PDFView/Open
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piswarya_chapter8.pdf160.06 kBAdobe PDFView/Open
piswarya_chapter9.pdf107.66 kBAdobe PDFView/Open
piswarya_intro.pdf169.06 kBAdobe PDFView/Open

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