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The H2M/cnt extension: models for scalar count data

The H2M/cnt extension contains a set of functions for estimation of mixture and hidden Markov models appropriate for count data (positive, discrete valued time series). Currently implemented are functions for the EM estimation of Poisson mixtures and HMMs as well as HMMs with Negative Binomial state conditional distributions.

If you are only interested in speech processing, then you can safely skip this section (and delete the cnt subdirectory if you want).



Subsections

Olivier Cappé, Aug 24 2001