XAI-based Comparison of Audio Event Classifiers with different Input Representations.
Annika FrommholzFabian SeipelSebastian LapuschkinWojciech SamekJohanna VielhabenPublished in: CBMI (2023)
Keyphrases
- soccer video
- machine learning methods
- training data
- linear classifiers
- input features
- multimedia
- event detection
- input data
- signal processing
- training set
- support vector
- feature representations
- classification algorithm
- event recognition
- classification models
- data sets
- audio stream
- training examples
- decision trees
- news articles
- feature subset
- visual information
- classification method
- classification systems
- test set
- event sequences
- machine learning algorithms
- training samples
- audio signals