Analog-to-Feature (A2F) Conversion for Audio-Event Classification.
Xinming LiuEmre GönültasChristoph StuderPublished in: EUSIPCO (2018)
Keyphrases
- feature vectors
- feature set
- classification accuracy
- pattern recognition
- decision trees
- machine learning
- multimedia
- feature extraction
- feature weights
- pattern classification
- classification algorithm
- benchmark datasets
- feature analysis
- classification scheme
- support vector machine svm
- model selection
- visual information
- discriminative features
- feature values
- support vector
- feature space
- automatic classification
- classification models
- training set
- data conversion
- active learning
- class labels
- data sets
- machine learning algorithms
- supervised learning
- acoustic signals
- genre classification
- audio signals
- music genre classification
- image classification
- preprocessing
- feature representation
- news articles
- event detection
- classification method
- training samples
- signal processing