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matlab-gmm

matlab-gmm

 
 

A tutorial of HMM 2015.12.06.pdf

A tutorial of HMM 2015.12.06.pdf

 
 

ChmmGauss.m

ChmmGauss.m

 
 

ChmmGmm.m

ChmmGmm.m

 
 

Dhmm.m

Dhmm.m

 
 

Discrete_logp_xn_given_zn.m

Discrete_logp_xn_given_zn.m

 
 

Gauss_logp_xn_given_zn.m

Gauss_logp_xn_given_zn.m

 
 

Gmm_logp_xn_given_zn.m

Gmm_logp_xn_given_zn.m

 
 

LogForwardBackward.m

LogForwardBackward.m

 
 

LogViterbiDecode.m

LogViterbiDecode.m

 
 

M_step_common.m

M_step_common.m

 
 

README.txt

README.txt

 
 

UniformLogGammaKsi.m

UniformLogGammaKsi.m

 
 

test_hmm.m

test_hmm.m

 
 

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THIS IS AN OPEN SOURCE HMM TOOLBOX. IT IS FREE FOR INDIVIDUALS & RESEARCH. 
IF YOU ARE USING IT FOR COMMERCIAL USE, PLEASE CONTACT THE AUTHOR. 
AUTHOR: QIUQIANG KONG
CONTACT: qiuqiangkong@gmail.com
CREATE: 25-11-2015
==========================================

Usage:
2. run test_hmm.m

==========================================

1. Providing Multinominal-HMM, Gaussian-HMM, GMM-HMM. 
2. Underflow problem has been solved by applying log and normalization. 

==========================================

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Open source HMM toolbox, with Discrete-HMM, Gaussian-HMM, GMM-HMM. (matlab)

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