Speech Corpus of Assamese Numerals: for Recognition using a class of Artificial Neural Network (ANN) Architectures

Sarma, Kandarpa Kumar, Dutta, Krishna, Sarma, Mousumita

ISBN 10: 3844382135 / ISBN 13: 9783844382136

Published by LAP LAMBERT Academic Publishing, 2011

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Bibliographic Details

• Title: Speech Corpus of Assamese Numerals: for Recognition using a class of Artificial Neural Network (ANN) Architectures
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2011
• Language: English
• ISBN 10: 3844382135
• ISBN 13: 9783844382136
• Binding: Paperback
• Condition: Like New
• Book Type: book

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Synopsis

Assamese is an important language with its own uniqueness concentrated primarily among a population of around 30 million in the North Eastern part of India. The work focuses on designing an optimal feature extraction block and a few ANN architectures so that the performance of the Speech Recognition System can be improved. The key part of the work is related to certain signal processing operations including adaptive filtering for designing of a set of speech corpus of Assamese numerals recorded with gender and mood variation. The work carried out with multiple ANN based architectures provides important insights to the development of language – specific speech recognition tools. Experiments work carried out in this connection is reported here in this work so as to formulate a rudimentary platform for speech corpus generation using adaptive LMS filters and LPC cepstrum, as a part of an ANN based Speech Recognition System exclusively designed to recognize numerals of Assamese.

About the Author

Kandarpa Kumar Sarma obtained MTech in Signal Processing from IIT Guwahati, India, (2005) where he later pursued research. He has authored four books, two book chapters and over 60 research publications in reputed journals and conference proceedings. His research interests are in the field of Softcomputing, Mobile Communication and Antenna Design.