Supplementary Material for "Relevance-based Interactive Optimization of Sonification"

Hermann T, Bunte K, Ritter H (2007) : Bielefeld University. doi:10.4119/unibi/2702997.

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Abstract
This paper presents a novel approach for the interactive optimization of sonification parameters. In a closed loop, the system automatically generates modified versions of an initial (or previously selected) sonification via gradient ascend or evolutionary algorithms. The human listener directs the optimization process by providing relevance feedback about the perceptual quality of these propositions. In summary, the scheme allows users to bring in their perceptual capabilities without burdening them with computational tasks. It also allows for continuous update of exploration goals in the course of an exploration task. Finally, Interactive Optimization is a promising novel paradigm for solving the mapping problems and for a user-centred design of auditory display. The paper gives a full account on the technique, and demonstrates the optimization at hand of synthetic and real-world data sets. ### Sonification examples Fisher Data set (two overlapping clusters): The sonification examples are the parents of a series of optimization steps, starting with a random sonification and optimizing towards an audible separation of chlusters. SFk is the parent of iteration k. + [SF1 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2702998) + [SF3 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2702999) + [SF5 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703000) + [SF6 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703001) + [SF7 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703002) + [SF9 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703003) + [SF10 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703004) good audible clustering structure + [SF11 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703005) + [SF12 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703006) + [SF13 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703008) + [SF14 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703007) + [SF15 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703009) + [SF17 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703010) + [SF18 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703011) + [SF19 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703012) + [SF20 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703013) + [SF21 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703014) + [SF22 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703016) + [SF23 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703015) + [SF24 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703018) + [SF25 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703017) + [SF33 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703019) + [SF34 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703020) + [SF37 (mp3, 28k)](https://pub.uni-bielefeld.de/download/2702997/2703021) Iris data set (4d data with 3 clusters, 150 items): The sonification examples are again the parents for the successive iterations during evolutionary optimization SIk denotes (S)ound Example for (I)ris data set iteration k. + [SI1 (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703024) + [SI2 (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703022) + [SI3 (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703023) + [SI4 (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703025) + [SI5 (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703026) + [SI6 (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703027) + [SI7 (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703028) + [SI8 (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703031) + [SI9 (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703029) + [SI10 (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703030) The following examples are optimization results for increased attention to amplitude and panning. + [SI Amplitude (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703032) + [SI Panning (mp3, 40k)](https://pub.uni-bielefeld.de/download/2702997/2703033)
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This Supplementary Material for "Relevance-based Interactive Optimization of 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, Bunte K, Ritter H. (2007): Supplementary Material for "Relevance-based Interactive Optimization of Sonification". Bielefeld University. doi:10.4119/unibi/2702997.
Hermann, T., Bunte, K., & Ritter, H. (2007). Supplementary Material for "Relevance-based Interactive Optimization of Sonification". Bielefeld University. doi:10.4119/unibi/2702997
Hermann, T., Bunte, K., and Ritter, H. (2007). Supplementary Material for "Relevance-based Interactive Optimization of Sonification". Bielefeld University. doi:10.4119/unibi/2702997.
Hermann, T., Bunte, K., & Ritter, H., 2007. Supplementary Material for "Relevance-based Interactive Optimization of Sonification". Bielefeld University. doi:10.4119/unibi/2702997
T. Hermann, K. Bunte, and H. Ritter, Supplementary Material for "Relevance-based Interactive Optimization of Sonification". Bielefeld University, 2007. doi:10.4119/unibi/2702997.
Hermann, T., Bunte, K., Ritter, H.: Supplementary Material for "Relevance-based Interactive Optimization of Sonification". Bielefeld University (2007). doi:10.4119/unibi/2702997.
Hermann, Thomas, Bunte, Kerstin, and Ritter, Helge. Supplementary Material for "Relevance-based Interactive Optimization of Sonification". Bielefeld University, 2007. doi:10.4119/unibi/2702997
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This data publication is cited in the following publications:
2017304
Relevance-based Interactive Optimization of Sonification
Hermann T, Bunte K, Ritter H (2007)
In: Proceedings of the 13th International Conference on Auditory Display. Martens WL (Ed); ICAD: 461-467.
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