HMM with continuous emissions

Asked Oct 20 '13 at 13:20

Active Oct 20 '13 at 16:04

Viewed 1,416 times

I have d observations whose state emission probabilities I want to model using a d-dimensional Gaussian mixture density.

Initially, I want to use existing software solutions. What is the Matlab way of training/testing such a continuous Hidden Markov Model? Can you recommend any other solutions that I can rely on (e.g. Python)?

edited Oct 20 '13 at 16:04

Luis Mendo

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asked Oct 20 '13 at 13:20

Zoran

What do you mean by "HMM"? Hierarchical mixed model? Hidden Markov model? (Acronyms are tricky). – Peter Flom Oct 20 '13 at 13:29
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For matlab, see Kevin Murphy's HMM toolbox: http://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html – jerad Oct 20 '13 at 17:55

HMM with continuous emissions

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