Hidden Markov Model (HMM) Toolbox written by Kevin Murphy (1998). See http://www.ai.mit.edu/~murphyk/Software/hmm.html for details. Installation ------------ 1. Install netlab from http://www.ncrg.aston.ac.uk/netlab 2. Install KPMtools and KPMstats from http://www.ai.mit.edu/~murphyk/Software/index.html 3. Assuming you installed all these files in your matlab directory, in Matlab type addpath matlab/netlab addpath matlab/KPMtools addpath matlab/KPMstats addpath matlab/HMM Models ------ dhmm = HMM with discrete output mhmm = HMM with mixture of Gaussians output; Use mhmm with M=1 components to simulate an HMM with a single Gaussian output. References ----------- See "A tutorial on Hidden Markov Models and selected applications in speech recognition", L. Rabiner, 1989, Proc. IEEE 77(2):257--286.