The decoding problem can be stated as follows: Given an HMM and a sequence of observation symbols V1:T determine the most likely sequence of hidden states w1:T .What are the other two types of probl...
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The decoding problem can be stated as follows: Given an HMM and a sequence of
observation symbols V1:T determine the most likely sequence of hidden states w1:T .What are the other two types of problems considered in the context of HMMs?
Homework Answers
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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The decoding problem can be stated as follows: Given an HMM and a sequence of observation symbols V1:T determine the most likely sequence of hidden states w1:T .What are the other two types of probl...
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