How would calculate the following for the table below for hiddenMarkov models:
1. the transition probabilities of each state
2. the mean & standard deviation of emission Gaussiandistribution of each state
- How Would Calculate The Following For The Table Below For Hidden Markov Models 1 The Transition Probabilities Of Each 1 (115.13 KiB) Viewed 89 times
Word Frames BUY BUY BUY CAR CAR CAR Observed sequence 36, 44, 52, 56, 49, 44 42, 46, 54, 62, 68, 65, 60, 56 42, 40, 41, 43, 52, 55, 59, 60, 55, 47 47, 39, 32, 34, 36, 42, 42, 42, 34, 25 35, 35, 43, 46, 52, 52, 56, 49, 45 28, 35, 46, 46, 48, 43, 43, 40 37, 36, 32, 26, 26, 25, 23, 22, 21, 39, 48, 60, 70, 74, 77 50, 50, 49, 47, 39, 39, 38, 38, 50, 56, 61, 67, 67, 67, 67 16 45, 43, 44, 43, 40, 35, 36, 37, 39, 45, 60, 68, 66, 72, 72, 75 HOUSE HOUSE HOUSE 6 8 10 10 9 8 15 15 Initial State1 36, 44 42, 46, 54 42, 40, 41 47, 39, 32 35, 35, 43 28, 35, 46 37, 36, 32, 26, 26 50, 50, 49, 47, 39 45, 43, 44, 43, 40 Initial State2 52, 56 62, 68, 65 43, 52, 55 34, 36, 42 46, 52, 52 46, 48, 43 25, 23, 22, 21, 39 39, 38, 38, 50, 56 35, 36, 37, 39, 45 Initial State3 49, 44 60, 56 59, 60, 55, 47 42, 42, 34, 25 56, 49, 45 43, 40 48, 60, 70, 74, 77 61, 67, 67, 67, 67 60, 68, 66, 72, 72, 75