comparison toolboxes/FullBNT-1.0.7/HMM/README.txt @ 0:e9a9cd732c1e tip

first hg version after svn

+Hidden Markov Model (HMM) Toolbox written by Kevin Murphy (1998).
+See http://www.ai.mit.edu/~murphyk/Software/hmm.html for details.
+
+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.
+
+Demos
+-----
+
+mhmm_em_demo
+dhmm_em_demo
+dhmm_em_online_demo
+fixed_lag_smoother_demo
+
+References
+-----------
+
+See "A tutorial on Hidden Markov Models and selected applications in speech recognition",
+ L. Rabiner, 1989, Proc. IEEE 77(2):257--286.