<p>The UMDHMM: Hidden Markov Model Toolkit is a free UNIX implementation of hidden Markov models useful for speech recognition from Tapas Kanungo. It includes implementations of the Forward-Backward, Viterbi and Baum-Welch algorithms.</p>