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Robust Speaker Recognition in Noisy Environments - SpringerBriefs in Speech Technology K. Sreenivasa Rao 2014 edition
Robust Speaker Recognition in Noisy Environments - SpringerBriefs in Speech Technology
K. Sreenivasa Rao
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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