Combination of generative models and SVM based classifier for speech emotion recognition.
Shanmuganathan ChandrakalaChellu Chandra SekharPublished in: IJCNN (2009)
Keyphrases
- generative model
- speech emotion recognition
- discriminative learning
- support vector
- probabilistic model
- support vector machine
- naive bayes models
- svm classifier
- maximum entropy principle
- discriminative models
- em algorithm
- mixture model
- prior knowledge
- conditional random fields
- training data
- semi supervised
- topic models
- hierarchical hidden markov models
- generative and discriminative models
- discriminative methods
- decision trees
- training samples
- learning algorithm
- feature space
- training set
- decision boundary
- training examples
- weakly supervised
- active learning
- knn
- robust classification
- class labels
- representational power
- feature set
- information retrieval
- expectation maximization
- data sets