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Image of Robust Speaker Recognition in Noisy Environments

Electronic Resource

Robust Speaker Recognition in Noisy Environments

Sarkar, Sourjya - Personal Name; Sreenivasa Rao, K. - Personal Name;

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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.


Availability
Inventory Code Barcode Call Number Location Status
1408000205EB0000316006.454 Sar rCentral LibraryAvailable
Detail Information
Series Title
SpringerBriefs in Speech Technology
Call Number
006.454 Sar r
Publisher
Switzerland : Springer Cham., 2014
Collation
xiiI, 139.: III.
Language
Indonesia
ISBN/ISSN
978-3-319-07130-5
Classification
006.454
Content Type
-
Media Type
-
Carrier Type
-
Edition
-
Subject(s)
Engineering
Automatic speech recognition
Specific Detail Info
-
Statement of Responsibility
RIZAL
Other version/related

No other version available

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  • Robust Speaker Recognition in Noisy Environments
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