wolffd@0: function [obs, hidden] = dhmm_sample(initial_prob, transmat, obsmat, numex, len) wolffd@0: % SAMPLE_DHMM Generate random sequences from a Hidden Markov Model with discrete outputs. wolffd@0: % wolffd@0: % [obs, hidden] = sample_dhmm(initial_prob, transmat, obsmat, numex, len) wolffd@0: % Each row of obs is an observation sequence of length len. wolffd@0: wolffd@0: hidden = mc_sample(initial_prob, transmat, len, numex); wolffd@0: obs = multinomial_sample(hidden, obsmat); wolffd@0: wolffd@0: