Department of Software Technology
Vienna University of Technology

Selected Publications

• 2003
  • A. Rauber, E. Pampalk, D. Merkl: The SOM-enhanced JukeBox: Organization and Visualization of Music Collections based on Perceptual Models
    In: Journal of New Music Research (JNMR), 32(2):193-210, Swets and Zeitlinger, June 2003.
    Abstract, BibTeX, Swets&Zeitlinger on-line Digital Library (subscription).
    

  • T. Lidy, A. Rauber: Genre-oriented Organization of Music Collections using the SOMeJB System: An Analysis of Rhythm Patterns and Other Features
    Proceedings of the DELOS Workshop on Multimedia Contents in Digital Libraries, Chania,

• 2002
  • E. Pampalk, A. Rauber, D. Merkl: Content-based Organization and Visualization of Music Archives
    In: Proceedings of ACM Multimedia 2002, pp. 570-579, December 1-6, 2002, Juan-les-Pins, France.
    Abstract, gnu-zipped Postscript (523 KB), PDF (375 KB), BibTeX

  • A. Rauber, E. Pampalk, D. Merkl: Using Psycho-Acoustic Models and Self-Organizing Maps to Create a Hierarchical Structuring of Music by Musical Styles
    In: Proceedings of the 3rd International Symposium on Music Information Retrieval (ISMIR 2002), pp. 71-80, October 13-17, 2002, Paris, France.
    Abstract, gnu-zipped Postscript (583 KB), PDF (586 KB), BibTeX

  • E. Pampalk, A. Rauber, D. Merkl: Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps
    In: Proceedings of the Intl Conf on Artificial Neural Networks (ICANN 2002), pp. 871-876, August 27.-30. 2002, Madrid, Spain.
    Abstract, gnu-zipped Postscript (234 KB), PDF (375), BibTeX

  • A. Rauber, E. Pampalk, D. Merkl: Content-based Music Indexing and Organization
    In: Proceedings of the 25. Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 02), pp. 409-410, August 11-15, 2002, in Tampere, Finland.
    Abstract, gnu-zipped Postscript (45 KB), PDF (109 KB), BibTeX

• 2001
  • E. Pampalk: Islands of Music: Analysis, Organization, and Visualization of Music Archives Master Thesis, Department of Software Technology and Interactive Systems, Vienna University of Technology, December 2001.
    gnu-zipped Postscript (3 MB), PDF (3.6 MB), BibTeX

  • A. Rauber, and M. Frühwirth: Automatically Analyzing and Organizing Music Archives In: Proceedings of the 5. European Conference on Research and Advanced Technology for Digital Libraries (ECDL 2001), Sept. 4-8 2001, Darmstadt, Germany, Springer Lecture Notes in Computer Science, Springer, 2001.
    Abstract, HTML, gnu-zipped Postscript (245 KB), PDF (275 KB), BibTeX

  • M. Frühwirth, and A. Rauber: Self-Organizing Maps for Content-Based Music Clustering. In: Proceedings of the 12th Italien Workshop on Neural Nets (WIRN01), Vietri sul Mare, Italy, May 17-20 2001, Springer, 2001.
    Abstract, HTML, gnu-zipped Postscript (142 KB), PDF (183 KB), BibTeX

  • M. Frühwirth: Automatische Analyse und Organisation von Musikarchiven Master Thesis (in German), Department of Software Technology and Interactive Systems, Vienna University of Technology, March 2001.
    gnu-zipped Postscript (452 KB), PDF (1.2 MB), BibTeX