Robust Speaker Recognition in Noisy Environments

Paperback

€ 60,95

Afwijkende levertijd: 20-22 werkdagen
Robust Speaker Recognition in Noisy Environments

Paperback

€ 60,95

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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.
ISBN
9783319071299
Vorm
Paperback
Uitgever
Springer International Publishing AG
Druk
1e
Verschenen
01-01-2014
Taal
Engels
Pagina's
139 pp.
Genre
Technische wetenschappen
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