Cross-Validation and Minimum Generation Error based Decision Tree Pruning for HMM-based Speech Synthesis.
Heng LuZhen-Hua LingLi-Rong DaiRen-Hua WangPublished in: Int. J. Comput. Linguistics Chin. Lang. Process. (2010)
Keyphrases
- cross validation
- speech synthesis
- generalization error
- speech recognition
- error estimates
- model selection
- hidden markov models
- text to speech
- hyperparameters
- support vector
- prosodic features
- variable selection
- vocal tract
- error estimation
- error rate
- training set
- unseen data
- regression problems
- regularization parameter
- cross validated
- nearest neighbor classifiers
- information criterion
- speech signal
- knn
- leave one out cross validation
- language model
- pattern recognition
- training data