Articles liés à Speech Corpus of Assamese Numerals: for Recognition...

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

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

 
9783844382136: Speech Corpus of Assamese Numerals: for Recognition using a class of Artificial Neural Network (ANN) Architectures
Couverture souple
ISBN 10 : 3844382135 ISBN 13 : 9783844382136
Editeur : LAP LAMBERT Academic Publishing, 2011

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

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.

Biographie de l'auteur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2011
Langue
anglais
ISBN 10 
3844382135
ISBN 13 
9783844382136
Reliure
Broché
Nombre de pages
296
Coordonnées du fabricant
non disponible
Personne responsable
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Allemagne