Introduction to hidden Markov models and their applications to classification problems

Approved for public release; distribution is unlimited === This thesis presents an introduction to Hidden Markov models (HMM) and their applications to classification problems. HMMs have been used extensively to model the temporal structure and variability of speech and other signals in the last dec...

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Bibliographic Details
Main Author: Zambartas, Michail
Other Authors: Fargues, Monique P.
Language:en_US
Published: Monterey, California. Naval Postgraduate School 2012
Online Access:http://hdl.handle.net/10945/8566