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4 APPENDIX A•HIDDEN MARKOV MODELS A.3 Likelihood Computation: The Forward Algorithm Our first problem is to compute the likelihood of a particular observation sequence. For example, given the ice-cream eating HMM in Fig.A.2, what is the probability

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