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part-of-speech tagging, musical score following, partial discharges and bioinformatics.

Definition

Let and be discrete-time stochastic processes and . The pair is a hidden Markov model if

* is a Markov process whose behavior is not directly observable ("hidden");
* ,

:for every , , and

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