Mealy machine given a current state and a next state

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Unformatted text preview: 25th, 2013 page 5-82 (of 232) HMMs Trellis Other HMM queries MPE Sampling What HMMs can do Summary Scratch Mealy vs. Moore Machines Mealy vs. Moore finite state automata: Input Symbol State Logic Input Symbol Output Symbol State Memory Output Symbol Logic Logic Memory Moore machine has only one possible output for each state — the output is a function only of the current state. Mealy machine has only one possible output for each state-input pair — given current state, the input determines both the next state and the current output. Mealy machine: given a current state, and a next state (determined by input), there is an output. Hence, we can think of a Mealy machine as one where the output is a function of the transition between two states. Prof. Jeff Bilmes EE596A/Winter 2013/DGMs – Lecture 5 - Jan 25th, 2013 page 5-82 (of 232) HMMs Trellis Other HMM queries MPE Sampling What HMMs can do Summary Scratch Mealy vs. Moore HMMs Mealy (or Jelinek) HMMs are ones where the observation distribution is a function of the transition between states. Prof. Jeff Bilmes EE596A/Winter 2013/DGMs – Lecture 5 - Jan 25th, 2013 page 5-83 (of 232) HMMs Trellis Other HMM queries MPE Sampling What HMMs can do Summary Scratch Mealy vs. Moore HMMs Mealy (or Jelinek) HMMs are ones where the observation distribution is a function of the transition between states. Markov transition diagram often shown with symbols on the edges between state nodes (note, this is not a graphical model, rather a labeled state-transition diagram). Prof. Jeff Bilmes 1 2 all but “(” or “)” all but “(” or “)” “(” “)” EE596A/Winter 2013/DGMs – Lecture 5 - Jan 25th, 2013 page 5-83 (of 232) HMMs Trellis Other HMM queries MPE Sampling What HMMs can do Summary Scratch Mealy vs. Moore HMMs Mealy (or Jelinek) HMMs are ones where the observation distribution is a function of the transition between states. Moore (or Rabiner) HMMs are ones where the observation is a function of the state itself. Markov transition diagram often shown with symbols on the edges between state nodes (note, this is not a graphical model, rather a labeled state-transition diagram). Prof. Jeff Bilmes 1 2 all but “(” or “)” all but “(” or “)” “(” “)” EE596A/Winter 2013/DGMs – Lecture 5 - Jan 25th, 2013 page 5-83 (of 232) HMMs Trellis Other HMM queries MPE Sampling What HMMs can do Summary Scratch Mealy vs. Moore HMMs Markov transition diagram often shown with symbols on the edges between state nodes (note, this is not a graphical model, rather a labeled state-transition diagram). Moore (or Rabiner) HMMs are ones where the observation is a function of the state itself. Markov transition diagram often shown with symbols on the nodes of the diagram. all but “(” or “)” Mealy (or Jelinek) HMMs are ones where the observation distribution is a function of the transition between states. “(” 1 2 4 3 2 “)” all but “(” or “)” Prof. Jeff Bilmes 1 all but “(” or “)” all but “(” or “)”...
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This document was uploaded on 04/05/2014.

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