Principal Curve Sonification

Hermann T, Meinicke P, Ritter H (2000)
In: Proceedings of the International Conference on Auditory Display. Cook PR (Ed);International Community for Auditory Display (ICAD): 81-86.

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Conference Paper | Published | English
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Cook, P. R.
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This paper describes a new approach to render sonifications for high-dimensional data, allowing the user to perceive the "main" structure of the data distribution. This is achieved by computing the principal curve of the data set, which is a trajectory that passes through the "middle" of the data and allows to define a time order on the data points. The sonification can be imagined as the time-variant auditory scene, perceived while moving along the principal curve. In this paper a method for computing principal curves is presented, the sonification concept is introduced and some sonification examples are given.
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Hermann T, Meinicke P, Ritter H. Principal Curve Sonification. In: Cook PR, ed. Proceedings of the International Conference on Auditory Display. International Community for Auditory Display (ICAD); 2000: 81-86.
Hermann, T., Meinicke, P., & Ritter, H. (2000). Principal Curve Sonification. In P. R. Cook (Ed.), Proceedings of the International Conference on Auditory Display (pp. 81-86). International Community for Auditory Display (ICAD).
Hermann, T., Meinicke, P., and Ritter, H. (2000). “Principal Curve Sonification” in Proceedings of the International Conference on Auditory Display, ed. P. R. Cook (International Community for Auditory Display (ICAD), 81-86.
Hermann, T., Meinicke, P., & Ritter, H., 2000. Principal Curve Sonification. In P. R. Cook, ed. Proceedings of the International Conference on Auditory Display. International Community for Auditory Display (ICAD), pp. 81-86.
T. Hermann, P. Meinicke, and H. Ritter, “Principal Curve Sonification”, Proceedings of the International Conference on Auditory Display, P.R. Cook, ed., International Community for Auditory Display (ICAD), 2000, pp.81-86.
Hermann, T., Meinicke, P., Ritter, H.: Principal Curve Sonification. In: Cook, P.R. (ed.) Proceedings of the International Conference on Auditory Display. p. 81-86. International Community for Auditory Display (ICAD) (2000).
Hermann, Thomas, Meinicke, Peter, and Ritter, Helge. “Principal Curve Sonification”. Proceedings of the International Conference on Auditory Display. Ed. P. R. Cook. International Community for Auditory Display (ICAD), 2000. 81-86.
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Supplementary Material for "Principal Curve Sonification"
Hermann T, Meinicke P, Ritter H (2000)
Bielefeld University.

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