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Fig. 4

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Top: example of a hidden Markov model consisting of three states: q1, q2, and q3. αij represents the probability of going from state i to state j. p(x | qi) is a continuous emission density that corresponds to the probability of emitting x in state qi. Bottom: observations (time series) that the model generated by going through the indicated sequence of states.

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