Likelihood-Based Semi-Supervised Model Selection With Applications to Speech Processing.
Christopher M. WhiteSanjeev KhudanpurPatrick J. WolfePublished in: IEEE J. Sel. Top. Signal Process. (2010)
Keyphrases
- model selection
- speech processing
- semi supervised
- likelihood function
- selection criterion
- signal processing
- speech recognition
- cross validation
- machine learning
- semi supervised learning
- multimedia systems
- natural language processing
- speaker identification
- model selection criteria
- labeled data
- maximum likelihood
- supervised learning
- statistical learning
- pairwise
- artificial intelligence
- english text
- unsupervised learning
- variable length
- mixture model
- active learning
- generative model
- feature selection
- gaussian process
- automatic model selection
- bayesian information criterion
- image processing
- information extraction
- information criterion
- computer vision
- classification accuracy
- speech signal
- pattern recognition
- similarity measure
- feature extraction
- image sequences
- posterior probability
- language model