A customizable recognizer for orchestral conducting gestures based on neural networks

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Abstract

In this paper we present a system for the recognition of orchestral conducting gestures using the Nintendo Wiimote controller. The system is based on a neural network. This is not the first of such systems; however compared to previous systems that use the Wiimote or other cheap hardware, it has several advantages: it is fully customizable, continuous and does not require third party commercial software. The system has been implemented in Java and we have run several tests to evaluate its behavior. © 2011 Springer-Verlag.

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De Prisco, R., Sabatino, P., Zaccagnino, G., & Zaccagnino, R. (2011). A customizable recognizer for orchestral conducting gestures based on neural networks. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6625 LNCS, pp. 254–263). https://doi.org/10.1007/978-3-642-20520-0_26

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