The decoding problem can be stated as follows: Given an HMM and a sequence of observation...

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The decoding problem can be stated as follows: Given an HMM and a sequence of observation...

The decoding problem can be stated as follows: Given an HMM and a sequence of

observation symbols V^1:T determine the most likely sequence of hidden states w^1:T .What are the other two types of problems considered in the context of HMMs?

engineering Computer-Science

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Answer 1

Answer #1

The other two types of problem considered in HMM is evaluation problem and another is learning problem.

In evaluation problem , we check what is the probability of particular observation to be generated, given the probabilistic parameters of HMM.

In learning problem, we train the HMM and learn the probabilistic parameters of HMM based on the observation , which maximize the probability of particular observation to occur.

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Answer 2

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