Identifiability and Consistent Estimation of Nonparametric Translation Hidden Markov Models with General State Space.
Elisabeth GassiatSylvain Le CorffLuc LehéricyPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- hidden markov models
- state space
- kernel density
- speech recognition
- markov models
- conditional random fields
- sequence classification
- viterbi algorithm
- gesture recognition
- hidden state
- reinforcement learning
- parameter estimation
- sequential data
- optimal policy
- discriminative training
- stochastic context free grammars
- markov model
- particle filter
- density estimation
- dynamical systems
- visual speech recognition
- hierarchical hidden markov model