readme.txt~

Matlab中有关HMM的函数集。给出了详细的源代码

Hidden Markov Model (HMM) Toolbox written by Kevin Murphy (1998).
See http://www.ai.mit.edu/~murphyk/Software/hmm.html for details.
This version was last updated on 5 May 2004.

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.

Changelog
----------
- 5 May 2004. Replaced calls to normaliseC with normalise, for maximum
portability.