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It is compute-intensive to evaluate the probability of an observation sequence on a hidden Markov model. Some fast algorithms exit, the forward-backward procedure is the most popular one among them. The forward-backward procedure can save much computation, but its time complexity is N2T, in other words, there is a high computational complexity in the algorithm. In this paper, we present a parallel...
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