Towards Interpretability in Audio and Visual Affective Machine Learning: A Review.
David S. JohnsonOlya HakobyanHanna DrimallaPublished in: CoRR (2023)
Keyphrases
- machine learning
- visual information
- visual data
- cross modal
- machine learning methods
- visual features
- machine learning algorithms
- computer science
- emotion recognition
- pattern recognition
- low level
- multimedia
- learning algorithm
- visual perception
- audio visual
- prediction accuracy
- machine learning approaches
- explanation based learning
- text classification
- literature review
- data analysis
- speech processing
- affective computing
- visual cues
- video indexing and retrieval
- artificial intelligence
- computer vision
- data mining
- knowledge acquisition
- inductive learning
- statistical methods
- human computer interaction
- multi modal
- signal processing
- natural language processing
- audio features
- supervised learning
- knowledge discovery
- semantic context
- visual speech
- learning process