Efficient training algorithms for HMMs using incremental estimation.
Yoshihiko GotohMichael M. HochbergHarvey F. SilvermanPublished in: IEEE Trans. Speech Audio Process. (1998)
Keyphrases
- single pass
- computationally expensive
- data structure
- computationally intensive
- hidden markov models
- computationally demanding
- significant improvement
- computationally efficient
- incremental version
- pruning strategy
- optimization problems
- efficient implementation
- orders of magnitude
- benchmark datasets
- neural network
- machine learning algorithms
- computational cost
- highly efficient
- training examples
- training samples
- efficient solutions
- estimation problems
- computational complexity
- decision trees