An analysis of sparseness and regularization in exemplar-based methods for speech classification.
Dimitri KanevskyTara N. SainathBhuvana RamabhadranDavid NahamooPublished in: INTERSPEECH (2010)
Keyphrases
- classification method
- machine learning methods
- significant improvement
- cross validation
- benchmark datasets
- classification systems
- preprocessing
- speech recognition
- machine learning
- pattern recognition
- classification scheme
- pattern classification
- text classification
- robust classification
- neural network
- machine learning algorithms
- support vector machine svm
- model selection
- image classification
- pairwise
- feature space
- data analysis
- support vector
- decision trees