Ultra-Large Alignments Using Ensembles of Hidden Markov Models.
Nam-phuong NguyenSiavash MirarabKeerthana KumarTandy J. WarnowPublished in: RECOMB (2015)
Keyphrases
- hidden markov models
- baum welch
- multiple sequence alignment
- high speed
- speech recognition
- ensemble methods
- sequence alignment
- markov models
- hidden state
- pairwise
- conditional random fields
- hidden states
- forward backward
- markov model
- sequential data
- sequence classification
- continuous hidden markov models
- discriminative training
- random effects
- gesture recognition
- viterbi algorithm
- automatic speech recognition
- base classifiers
- video sequences
- keyword spotting
- hierarchical hidden markov model
- machine learning