HMM Algorithms: Viterbi and Baum-Welch In our article on HMMs we discussed what Hidden Markov Models are. In this article, we’ll discuss how you train them based on observations. The key concepts are the Viterbi algorithm and the Baum-Welch algorithm. This article will assume some familiarity with statistics, so …