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Machine Learning
1.05 Hidden Markov Models - HMM
CPSC 340 Machine Learning -- Hidden Markov Models (HMM)
Resources
HMM Lecture Notes
Notes
HMMs are used in speech recognition, genome classification, etc.
We will do inference, filtering, and smoothing first then do the 'learning' later.
Dynamic model include an initial distribtution P(X
o
), a transition model P(X
t
|X
t+1
), and an observation model P(Y
t
|X
t
)
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