Perfect posterior simulation for mixture and hidden Markov models.
Kasper K. BerthelsenLaird A. BreyerGareth O. RobertsPublished in: LMS J. Comput. Math. (2010)
Keyphrases
- hidden markov models
- speech recognition
- mixture distributions
- latent variable models
- markov models
- mixture model
- viterbi algorithm
- markov model
- hidden states
- gesture recognition
- automatic speech recognition
- sequence classification
- sequential data
- spatio temporal
- posterior probability
- conditional random fields
- probabilistic model
- discriminative learning
- baum welch
- random effects
- reinforcement learning
- estimate the model parameters