Can we use left-to-right HMMs (probably with emissions from a mixture of Gaussians), and still use the number of states as a complexity measure? Or perhaps a combination of $$N_{states}$$ and $$N_{mixtures}$$? This might function as an indirect way of representing temporal structure.

Currently unrated