Do Minority Views in Perceptual Evaluations Affect Confidence of Speech Emotion Classifiers?
Huang-Cheng ChouPublished in: ACIIW (2022)
Keyphrases
- emotion recognition
- text to speech synthesis
- lexical features
- emotional state
- speech recognition
- training data
- emotion classification
- affective states
- audio visual
- linear classifiers
- emotional speech
- minority class
- decision trees
- training set
- test set
- text to speech
- affect recognition
- multiple views
- human visual system
- support vector
- single view
- classification algorithm
- svm classifier
- feature set
- facial expressions
- roc curve
- speech signal
- class labels
- machine learning algorithms
- ensemble classifier
- confidence measures
- majority class
- class imbalanced
- data sets
- confidence measure
- automatic speech recognition
- class imbalance
- human computer interaction
- hidden markov models
- feature selection
- learning algorithm