A Self-Organizing Gesture Map for a Voice-Controlled Instrument Interface

@inproceedings{Fasciani2013ASG,
  title={A Self-Organizing Gesture Map for a Voice-Controlled Instrument Interface},
  author={Stefano Fasciani and Lonce L. Wyse},
  booktitle={NIME},
  year={2013}
}
Mapping gestures to digital musical instrument parameters is not trivial when the dimensionality of the sensor-captured data is high and the model relating the gesture to sensor data is unknown. In these cases, a front-end processing system for extracting gestural information embedded in the sensor data is essential. In this paper we propose an unsupervised offline method that learns how to reduce and map the gestural data to a generic instrument parameter control space. We make an… 

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