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Robust Speaker Recognition in Noisy Environments
Engelsk
Bogcover for Robust Speaker Recognition in Noisy Environments af K. Sreenivasa Rao, Sourjya Sarkar, 9783319071299
Specifikationer
Sprog:
Engelsk
Sider:
139
ISBN-13:
9783319071299
Indbinding:
Paperback
ISBN-10:
3319071297
Udg. Dato:
17 jul 2014
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
17 jul 2014

Robust Speaker Recognition in Noisy Environments

Engelsk
Paperback 2014
Format:

Bog beskrivelse
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.
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Specifikationer
Sprog:
Engelsk
Sider:
139
ISBN-13:
9783319071299
Indbinding:
Paperback
ISBN-10:
3319071297
Udg. Dato:
17 jul 2014
Størrelse i cm:
23,5 x 15,5
Oplagsdato:
17 jul 2014
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