Implementing EM and Viterbi algorithms for Hidden Markov Model in linear memory.

Alexander G. Churbanov Stephen Winters-Hilt

Published in: BMC Bioinform. (2008)

Keyphrases

hidden markov models
forward backward
markov models
viterbi algorithm
dynamic probabilistic networks
conditional random fields
speech recognition
learning algorithm
sequential data
gesture recognition
markov model
multi stream
handwritten word recognition
mixture model
hidden state
hidden states