Statistical Inference in Hidden Markov Models using $k$-segment Constraints.
Michalis K. TitsiasChristopher YauChristopher C. HolmesPublished in: CoRR (2013)
Keyphrases
- hidden markov models
- statistical inference
- graphical models
- statistical learning
- speech recognition
- model selection
- bayesian inference
- markov models
- viterbi algorithm
- hidden states
- conditional random fields
- sequential data
- feature selection
- sequence classification
- markov model
- machine learning
- probabilistic model
- hidden state
- discriminative training
- linear dynamical systems
- visual speech recognition