Concept-Based Techniques for "Musicologist-Friendly" Explanations in Deep Music Classifiers.
Francesco FoscarinKatharina HoedtVerena PraherArthur FlexerGerhard WidmerPublished in: ISMIR (2022)
Keyphrases
- training data
- support vector
- decision trees
- linear classifiers
- classification rate
- naive bayes
- machine learning algorithms
- feature selection
- music composition
- training samples
- music retrieval
- audio signal
- feature set
- multiple classifiers
- supervised classification
- audio signals
- generating explanations
- deep learning
- classifier ensemble
- ensemble classifier
- data sets
- roc curve
- video retrieval
- classification algorithm
- class labels
- face detection
- training examples
- text categorization
- semi supervised learning
- training set