Drum Stroke Computing : Multimodal Signal Processing for Drum Stroke Identification and Performance Metrics. Hochenbaum, J. & Kapur, A. NIME 2012 Proceedings of the International Conference on New Interfaces for Musical Expression, 2012.
Drum Stroke Computing : Multimodal Signal Processing for Drum Stroke Identification and Performance Metrics [pdf]Paper  abstract   bibtex   
In this paper we present a multimodal system for analyzing drum performance. In the first example we perform automatic drum hand recognition utilizing a technique for automatic labeling of training data using direct sensors, and only indirect sensors (e.g. a microphone) for testing. Left/Right drum hand recognition is achieved with an average accuracy of 84.95% for two performers. Secondly we provide a study investigating multimodality dependent performance metrics analysis.

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