The Importance of Calibration: Rethinking Confidence and Performance of Speech Multi-label Emotion Classifiers.
Huang-Cheng ChouLucas GoncalvesSeong-Gyun LeemChi-Chun LeeCarlos BussoPublished in: INTERSPEECH (2023)
Keyphrases
- multi label
- multi label classification
- class labels
- text categorization
- classifier training
- image classification
- image annotation
- graph cuts
- multi instance
- binary classification
- multi label learning
- emotional state
- training data
- binary classifiers
- classification algorithm
- naive bayes
- hierarchical text categorization
- lexical features
- training set
- decision trees
- multi label image annotation
- multi modal
- text classification
- multi class
- automatic text classification
- training examples
- protein function prediction
- semi supervised learning
- max margin
- svm classifier
- label assignment
- multiple labels
- multiclass classification
- information retrieval
- machine learning algorithms
- facial expressions
- image features
- support vector
- feature selection