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Efficient algorithms for training the parameters of hidden Markov models using stochastic expectation maximization (EM) training and Viterbi training.
Tin Yin Lam
Irmtraud M. Meyer
Published in:
Algorithms Mol. Biol. (2010)
Keyphrases
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hidden markov models
baum welch
expectation maximization
discriminative training
em algorithm
parameter estimation
gesture recognition
support vector machine
higher order
mixture model
speech recognition
conditional random fields
gaussian mixture
sequential data