Development and Implementation of Intelligent Information Processing Techniques for Applications in the Domain of Psychoacoustics
Subject:
Development and adaptation of methods from statistical pattern recognition,
neural networks, and soft computing for the application in the domain of
psychoacoustics and sound engineering.
Abstract:
This project targets on the exploitation of methods from statistical pattern
recognition, neural networks, and soft computing in the domain of
psychoacoustics and sound engineering. In cooperation with our industrial
partner suitable methods are investigated and evaluated with real application
data from the domain of sound engineering. The main focus of this research work
is on data analysis and the application of multivariate data projection methods
and interactive data visualisation and exploratory analysis.
The acoustic navigator is a novel tool that exploits dimensionality reducing with advanced visualisation tools for an optimum integration of the human analyst in the analysis process. Combined visualisation and auralisation features allow to exploit the remarkable human perceiptive and associative capabilities.
The acoustic navigator implementation is based on PC MS-Windows 98/NT and allows the interactive hierarchical analysis of psychoacoustic databases for sound engineering applications. Current research focuses on enhancements for interactive sound synthesis and refinement based on the acoustic navigator.
The acoustic navigator in 1999 was integrated in the commercial Psychoacoustic Test and Analysis System PATS of Synotec GmbH. Other tasks, as e.g. medical or finance data analysis are well within the scope of this novel tool.
Status: | concluded, duration 09/1998-10/1999 | ||
Partner: | Synotec Psychoinformatik GmbH, Am Waldsportplatz 1, Geyer/Erzgeb. | ||
Financing: | Synotec Psychoinformatik GmbH, Am Waldsportplatz 1, Geyer/Erzgeb. | ||
Contact: | Prof. Dr.-Ing. Andreas König | ||
Contributors: | Michael Eberhardt, Robert Wenzel, and Andreas König | ||
Publications: | |||
König, A., Blutner, F.E., Eberhard, M., Wenzel, R.: Akustik-Navigator zur interaktiven Analyse von Sounddatenbanken. In Tagungsband der DAGA'98, Zürich , 23.-27. März, 1998. | |||
König, A., Blutner, F.E., Eberhardt, M., Wenzel, R.: An Acoustic Data Base Navigator for the Interactive Analysis of Psycho-Acoustic Sound Archives In Proceedings of the 5th International Conference on Soft Computing and Information/Intelligent Systems IIZUKA'98, pp. 60-63, Iizuka, Fukuoka, Japan, October 16-20, World Scientific, 1998. | |||
König, A., Blutner, F.E., Eberhardt, M., Wenzel, R.: Advances of the Acoustic Navigator for the Interactive Analysis of Psychoacoustic Databases and Sound Engineering. In Proc. of the third International Conference on Knowledge-based Intelligent Information Engineering Systems KES'99, University of South Australia, Adelaide, Australia, pp. , 31st August - 1st September, 1999. |