Supplementary Material for "Principal Curve Sonification"

Hermann T, Meinicke P, Ritter H (2000)
Bielefeld University.

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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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This Supplementary Material for "Principal Curve Sonification" is made available under the Open Database License: http://opendatacommons.org/licenses/odbl/1.0. Any rights in individual contents of the database are licensed under the Database Contents License: http://opendatacommons.org/licenses/dbcl/1.0/
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Hermann T, Meinicke P, Ritter H. Supplementary Material for "Principal Curve Sonification". Bielefeld University; 2000.
Hermann, T., Meinicke, P., & Ritter, H. (2000). Supplementary Material for "Principal Curve Sonification". Bielefeld University.
Hermann, T., Meinicke, P., and Ritter, H. (2000). Supplementary Material for "Principal Curve Sonification". Bielefeld University.
Hermann, T., Meinicke, P., & Ritter, H., 2000. Supplementary Material for "Principal Curve Sonification", Bielefeld University.
T. Hermann, P. Meinicke, and H. Ritter, Supplementary Material for "Principal Curve Sonification", Bielefeld University, 2000.
Hermann, T., Meinicke, P., Ritter, H.: Supplementary Material for "Principal Curve Sonification". Bielefeld University (2000).
Hermann, Thomas, Meinicke, Peter, and Ritter, Helge. Supplementary Material for "Principal Curve Sonification". Bielefeld University, 2000.
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Main File(s)
File Name
Description
Principal Curve Sonification for the noisy spiral data set.
Noisy Spiral with variance modulation structure.
Access Level
OA Open Access
Last Uploaded
2016-01-26T10:30:27Z
File Name
Description
Principal Curve Sonification for the 9d tetrahedron data set.
This data set contains 10 clusters which are easily depicted from the sonification.
Access Level
OA Open Access
Last Uploaded
2016-01-26T10:30:27Z
File Name
Description
Principal Curve Sonification for the noisy spiral data set.
Access Level
OA Open Access
Last Uploaded
2016-01-26T10:30:27Z
File Name
Description
Principal Curve Sonification for the Iris data set, the class attribute determines tick pitch.
Access Level
OA Open Access
Last Uploaded
2016-01-26T10:30:27Z

This data publication is cited in the following publications:
2017366
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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