Bridging Viterbi and posterior decoding: a generalized risk approach to hidden path inference based on hidden Markov models.
Jüri LemberAlexey A. KoloydenkoPublished in: J. Mach. Learn. Res. (2014)
Keyphrases
- hidden markov models
- viterbi algorithm
- hidden states
- finite state transducers
- markov models
- speech recognition
- markov chain monte carlo
- sequential data
- conditional random fields
- posterior probability
- probabilistic inference
- bayesian inference
- gesture recognition
- markov model
- sequence classification
- hidden state
- posterior distribution
- hidden semi markov models
- baum welch
- bayesian networks
- automatic speech recognition
- bayesian framework
- dynamic programming
- pairwise
- genetic algorithm
- hierarchical hidden markov model
- continuous hidden markov models