Data mining: concepts and techniques
Data mining: concepts and techniques
Machine Learning
The augmented violin project: research, composition and performance report
NIME '06 Proceedings of the 2006 conference on New interfaces for musical expression
Gesture analysis of violin bow strokes
GW'05 Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation
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We introduce a software system for real-time classification of violin bow strokes (articulations). The system uses an electromagnetic motion tracking system to capture raw gesture data. The data is analyzed to extract stroke features. These features are provided to a decision tree for training and classification. Feedback from feature and classification data is presented visually in an immersive graphic environment.