Vocalmetrics: an interactive software for visualization and classification of music.
Felix SchönfeldAxel BerndtTilo HähnelMartin PfleidererRainer GrohPublished in: Audio Mostly Conference (2014)
Keyphrases
- pattern classification
- machine learning
- classification algorithm
- feature extraction
- classification accuracy
- interactive visualization
- support vector machine
- decision trees
- support vector
- training set
- data visualization
- automatic classification
- classification scheme
- software systems
- machine learning methods
- classification method
- decision rules
- neural network
- benchmark datasets
- support vector machine svm
- feature vectors
- data analysis
- feature selection
- automatic music genre classification
- graphic user interface
- parallel coordinates
- immersive environments
- data exploration
- artificial intelligence
- visualization tool
- classification systems
- software maintenance
- preprocessing
- user friendly
- image classification
- text classification
- user interaction
- class labels
- machine learning algorithms
- test cases