Robust Speaker Recognition in Noisy Environments - SpringerBriefs in Speech Technology - K. Sreenivasa Rao - Grāmatas - Springer International Publishing AG - 9783319071299 - 2014. gada 17. jūlijs
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Robust Speaker Recognition in Noisy Environments - SpringerBriefs in Speech Technology 2014 edition

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This book discusses speaker recognition methods to deal with realistic variable noisy environments. The text covers authentication systems for; robust noisy background environments, functions in real time and incorporated in mobile devices. The book focuses on different approaches to enhance the accuracy of speaker recognition in presence of varying background environments. The authors examine: (a) Feature compensation using multiple background models, (b) Feature mapping using data-driven stochastic models, (c) Design of super vector- based GMM-SVM framework for robust speaker recognition, (d) Total variability modeling (i-vectors) in a discriminative framework and (e) Boosting method to fuse evidences from multiple SVM models.


151 pages, 6 black & white illustrations, 25 colour illustrations, 19 black & white tables, biograph

Mediji Grāmatas     Paperback Book   (Grāmata ar mīksto vāku un līmēto muguru)
Izlaists 2014. gada 17. jūlijs
ISBN13 9783319071299
Izdevēji Springer International Publishing AG
Lapas 139
Izmēri 155 × 235 × 8 mm   ·   222 g
Valoda Angļu  

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