CPSC 340 Machine Learning -- Hidden Markov Models (HMM)
Resources
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(Xo), a transition model P(Xt|Xt+1), and an observation model P(Yt|Xt)
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