Difference between number of states and number of mixtures in Gaussian Mixture Model?

Question

I am using the GMMHMM library and I can not figure out the difference between

 n_components : Number of states in the model.
 n_mix : Number of states in the GMM.

score 1 · Accepted Answer · answered Dec 10 '22 at 12:32

1

n_components means the states in the Hidden Markov Model; n_mix means the number of the mixtures in the mixture gaussian distribution corresponding to each state.

answered Dec 10 '22 at 12:32

xiaoshutong

26
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Difference between number of states and number of mixtures in Gaussian Mixture Model?

1 Answers1