Supplementary Material for "Balancing Salience and Unobtrusiveness in Auditory Monitoring of Evolutionary Optimization"

Grond F, Krämer O, Hermann T (2012)
Bielefeld University.

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Abstract
This paper develops interactive sonification of evolutionary strategies (ES) for global optimization. We briefly describe the specific strengths of sonification as a tool for monitoring, the emerging trend of interactive sonification, and what it can add to the field of evolutionary computation. Then, we explain the algorithmic procedure of ES and discuss the need to intervene during optimization runs and the current shortcomings in appropriate user feedback. This motivates the development of an auditory closed-loop setup that brings the expertise of auditory augmentation to ES algorithms. We present the sound design and the detailed mapping of parameters from the ES to sound properties. Three different auditory display settings were developed: (i) informative detailed sounds percepts stretching over 0.5 seconds, (ii) short near real time augmentations and (iii) a mixed mode setting that switches between both alternatives based on interaction frequency through machine listening. Finally, we conducted a user study, in which the three implemented sonification types are tested by subjects and the users preference is evaluated through a questionnaire.
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This Supplementary Material for "Balancing Salience and Unobtrusiveness in Auditory Monitoring of Evolutionary Optimization" 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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Grond F, Krämer O, Hermann T. Supplementary Material for "Balancing Salience and Unobtrusiveness in Auditory Monitoring of Evolutionary Optimization". Bielefeld University; 2012.
Grond, F., Krämer, O., & Hermann, T. (2012). Supplementary Material for "Balancing Salience and Unobtrusiveness in Auditory Monitoring of Evolutionary Optimization". Bielefeld University.
Grond, F., Krämer, O., and Hermann, T. (2012). Supplementary Material for "Balancing Salience and Unobtrusiveness in Auditory Monitoring of Evolutionary Optimization". Bielefeld University.
Grond, F., Krämer, O., & Hermann, T., 2012. Supplementary Material for "Balancing Salience and Unobtrusiveness in Auditory Monitoring of Evolutionary Optimization", Bielefeld University.
F. Grond, O. Krämer, and T. Hermann, Supplementary Material for "Balancing Salience and Unobtrusiveness in Auditory Monitoring of Evolutionary Optimization", Bielefeld University, 2012.
Grond, F., Krämer, O., Hermann, T.: Supplementary Material for "Balancing Salience and Unobtrusiveness in Auditory Monitoring of Evolutionary Optimization". Bielefeld University (2012).
Grond, Florian, Krämer, Oliver, and Hermann, Thomas. Supplementary Material for "Balancing Salience and Unobtrusiveness in Auditory Monitoring of Evolutionary Optimization". Bielefeld University, 2012.
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File Title
Sound Example 1 (wav)
Description
Typing during the same two optimization runs without delay.
Access Level
OA Open Access
Last Uploaded
2016-04-27T14:08:06Z
File Title
Sound Example 1 (mp3)
Description
Typing during the same two optimization runs without delay.
Access Level
OA Open Access
Last Uploaded
2016-04-27T14:08:06Z
File Title
Sound Example 2 (wav)
Description
Typing during two optimization runs with delay as one mappin option.
Access Level
OA Open Access
Last Uploaded
2016-04-27T14:08:06Z
File Title
Sound Example 2 (mp3)
Description
Typing during two optimization runs with delay as one mappin option.
Access Level
OA Open Access
Last Uploaded
2016-04-27T14:08:06Z
File Title
Sound Example 3 (wav)
Description
Augmented keystrokes first with delay then the same without delay.
Access Level
OA Open Access
Last Uploaded
2016-04-27T14:08:06Z
File Title
Sound Example 3 (mp3)
Description
Augmented keystrokes first with delay then the same without delay.
Access Level
OA Open Access
Last Uploaded
2016-04-27T14:08:06Z

This data publication is cited in the following publications:
2527997
Balancing Salience and Unobtrusiveness in Auditory Monitoring of Evolutionary Optimization
Grond F, Kramer O, Hermann T (2012)
Journal of the Audio Engineering Society 60(7/8): 531-539.
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