Online Learning in Discrete Hidden Markov Models

Roberto C. Alamino, Nestor Caticha

We present and analyse three online algorithms for learning in discrete Hidden Markov Models (HMMs) and compare them with the Baldi-Chauvin Algorithm. Using the Kullback-Leibler di…