Depression Severity Classification from Speech Emotion.
Sahar HaratiAndrea CrowellHelen S. MaybergShamim NematiPublished in: EMBC (2018)
Keyphrases
- machine learning
- pattern recognition
- classification accuracy
- supervised learning
- text to speech synthesis
- pattern classification
- classification method
- feature vectors
- emotion classification
- benchmark datasets
- support vector
- classification scheme
- automatic classification
- support vector machine svm
- neural network
- preprocessing
- emotional state
- learning algorithm
- feature selection
- model selection
- decision trees
- support vector machine
- machine learning methods
- svm classifier
- classification models
- image classification
- classification rate
- emotional speech
- probabilistic model