search for: hiddenmarkovmodel

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2011 Dec 19
1
Training parameters for a HMM
...a and no pre-computed values for the transition, emission or initial state distributions. Does anyone have any excerpts of code that could get me moving in the right direction? To put it another way, lets say that I have the simple HMM topology that is shown here: http://en.wikipedia.org/wiki/File:HiddenMarkovModel.png And I have somehow collected datasets with observations and labelled hidden states: Sequence 1: Obs Hid y1 X1 y2 X2 y2 X2 y4 X1 ... ... y3 X3 ... Sequence N: Obs Hid y2 X1 y2 X2 y2 X1 y4 X1 .....