Consistent Estimation of the Filtering and Marginal Smoothing Distributions in Nonparametric Hidden Markov Models.
Yohann de CastroElisabeth GassiatSylvain Le CorffPublished in: IEEE Trans. Inf. Theory (2017)
Keyphrases
- hidden markov models
- nonparametric regression
- kernel density
- probability distribution
- mixture distributions
- speech recognition
- conditional random fields
- markov models
- sequence classification
- estimate the model parameters
- density estimation
- sequential data
- hidden state
- discriminative training
- markov model
- continuous hidden markov models
- baum welch
- statistical distributions
- viterbi algorithm
- gesture recognition
- markov random field
- random effects
- visual speech recognition
- sequence data
- speech signal
- random variables
- hierarchical hidden markov model