Speech emotion recognition: Emotional models, databases, features, preprocessing methods, supporting modalities, and classifiers.
Mehmet Berkehan AkçayKaya OguzPublished in: Speech Commun. (2020)
Keyphrases
- preprocessing
- classification models
- databases
- predictive power
- classification method
- machine learning methods
- machine learning approaches
- statistical models
- feature types
- feature representations
- learned models
- benchmark datasets
- speech emotion recognition
- machine learning algorithms
- feature set
- database
- learning models
- log linear models
- machine learning models
- decision trees
- roc curve
- feature selection algorithms
- svm classifier
- classification schemes
- supervised learning algorithms
- bayesian networks
- predictive features
- classification performances
- feature extraction
- training data
- support vector
- extracted features
- statistical methods
- model selection
- logistic regression