wolffd@0: Hidden Markov Model (HMM) Toolbox written by Kevin Murphy (1998). wolffd@0: See http://www.ai.mit.edu/~murphyk/Software/hmm.html for details. wolffd@0: wolffd@0: Models wolffd@0: ------ wolffd@0: wolffd@0: dhmm = HMM with discrete output wolffd@0: mhmm = HMM with mixture of Gaussians output; wolffd@0: Use mhmm with M=1 components to simulate an HMM with a single Gaussian output. wolffd@0: wolffd@0: Demos wolffd@0: ----- wolffd@0: wolffd@0: mhmm_em_demo wolffd@0: dhmm_em_demo wolffd@0: dhmm_em_online_demo wolffd@0: fixed_lag_smoother_demo wolffd@0: wolffd@0: References wolffd@0: ----------- wolffd@0: wolffd@0: See "A tutorial on Hidden Markov Models and selected applications in speech recognition", wolffd@0: L. Rabiner, 1989, Proc. IEEE 77(2):257--286.