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Vienna University of Technology
Institute of Software Technology and Interactive Systems
Information & Software Engineering Group

Music Information Retrieval

Logo Music Information 

Retrieval at TU Vienna IFS
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2011

2010

2009

2008

2007

2006

2005

2004

2003

2002

2001

 

Publications

 

2011

  • Thomas Lidy, Pieter van der Linden: Report on 3rd CHORUS+ Think-Tank: Think-Tank on the Future of Music Search, Access and Consumption, MIDEM 2011, Cannes, France, January 24, 2011, published March 15, 2011 [pdf]

2010

  • T. Lidy, R. Mayer, A. Rauber, P. J. Ponce de Leon, A. Pertusa, J. M. Inesta: A cartesian ensemble of feature subspace classifiers for music categorization, In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), August 9-13, 2010 Utrecht, The Netherlands [pdf]
  • Thomas Lidy, Carlos N. Silla Jr., Olmo Cornelis, Fabien Gouyon, Andreas Rauber, Celso A. A. Kaestner and Alessandro L. Koerich: On the Suitability of State-of-the-art Music Information Retrieval Methods for Analyzing, Categorizing, Structuring and Accessing Non-Western and Ethnic Music Collections, In: Signal Processing Journal 90(4), Special issue on Ethnic Music Audio Documents, Elsevier, published online: September 2009 print: January 2010 [DOI ScienceDirect]

2009

  • Jakob Frank, Thomas Lidy, Ewald Peiszer, Ronald Genswaider, Andreas Rauber: Creating Ambient Music Spaces in Real and Virtual Worlds, In: Multimedia Tools and Applications, Special Issue "Semantic Ambient Media Experience", 44 (3), Springer 2009. [Springerlink
  • Thomas Lidy and Andreas Rauber: Music Information Retrieval (Book Chapter), In: Handbook of Research on Digital Libraries: Design, Development, and Impact, IGI Global, February 2009 [info sheet]

2008

  • Jakob Frank, Thomas Lidy, Ewald Peiszer, Ronald Genswaider, Andreas Rauber: Ambient music experience in real and virtual worlds using audio similarity, In: Proceedings of the 1st ACM Workshop on Semantic Ambient Media Experiences (SAME 2008), Vancouver, Canada, October 31, 2008 [pdf]
  • Rudolf Mayer, Robert Neumayer, and Andreas Rauber.
    Combination of Audio and Lyrics Features for Genre Classification in Digital Audio Collections. In: Proceedings of the ACM Multimedia 2008, Vancouver, Canada, October 27-31, 2008 [pdf] [bibtex] [slides]
  • Jakob Frank, Thomas Lidy, Peter Hlavac, Andreas Rauber: Map-Based Music Interfaces for Mobile Devices, In: Proceedings of the 16th ACM International conference on Multimedia (ACM MM 2008), Vancouver, Canada, October 27-31, 2008 [pdf]
  • Rudolf Mayer, Robert Neumayer, and Andreas Rauber: Rhyme and Style Features for Musical Genre Classification by Song Lyrics, In: Proceedings of the 9th International Conference on Music Information Retrieval (ISMIR'08), Philadelphia, USA, September 14-18, 2008 [pdf] [bibtex] [details]
  • Sanni Siltanen, Charles Woodward, Seppo Valli, Petri Honkamaa, Andreas Rauber, Jakob Frank, Thomas Lidy and Robert Neumayer: Natural / Novel User Interfaces for Mobile Devices (Book Chapter). In: Multimodal Processing and Interaction: Audio, Video, Text, Series "Multimedia Systems and Applications", Springer, August 2008
  • Ewald Peiszer, Thomas Lidy, Andreas Rauber: Automatic Audio Segmentation: Segment Boundary and Structure Detection in Popular Music. Proceedings of the 2nd International Workshop on Learning the Semantics of Audio Signals (LSAS), Paris, France, June 21, 2008 [pdf]
  • Ronald Genswaider, Helmut Berger, Michael Dittenbach, Andreas Pesenhofer, Dieter Merkl, Andreas Rauber and Thomas Lidy: A Synthetic 3D Multimedia Environment (Book Chapter). In: Computational Intelligence in Multimedia Processing: Recent Advances, Series "Studies in Computational Intelligence", Springer, April 2008. [Springerlink]
  • Bernhard Pflugfelder: Discriminant Analysis of Three Rhythmic Descriptors in Musical Genre Classification. Master's Thesis, Vienna University of Technology, March 2008 [pdf, poster]
  • Andreas Senfter: Tool Support for Acoustic Evaluation of Music Similarity. Master's Thesis, Vienna University of Technology, March 2008 [pdf, poster]
  • Thomas Lidy and Andreas Rauber: Classification and Clustering of Music for Novel Music Access Applications (Book Chapter). In: Machine Learning Techniques for Multimedia, Springer, February 2008. [Springerlink]

2007

  • Veronika Zenz and Andreas Rauber: Automatic Chord Detection Incorporating Beat and Key Detection. Proceedings of the 2007 IEEE International Conference on Signal Processing and Communications (ICSPC 2007), Dubai, UAE, November 24 - 27, 2007 [pdf]
  • Robert Neumayer: ATLANTIS or towards a multi-modal approach to music information retrieval and its visualisation. Master's Thesis, Vienna University of Technology, October 2007 [pdf, poster]
  • Andrei Grecu: Musical Instrument Separation. Master's Thesis, Vienna University of Technology, October 2007. [pdf]
  • Thomas Lidy, Andreas Rauber, Antonio Pertusa and José Manuel Iñesta: Improving Genre Classification by Combination of Audio and Symbolic Descriptors Using a Transcription System.  Proceedings of the 8th International Conference on Music Information Retrieval, Vienna, Austria, September 23-27, 2007 [pdf]
  • Thomas Lidy, Andreas Rauber, Antonio Pertusa and José Manuel Iñesta: MIREX 2007: Combining Audio And Symbolic Descriptors For Music Classification From Audio.  MIREX 2007 - Music Information Retrieval Evaluation eXchange, Vienna, Austria, September 23-27, 2007 [pdf, poster]
  • Robert Neumayer, Jakob Frank, Peter Hlavac, Thomas Lidy and Andreas Rauber: Bringing Mobile Map Based Access to Digital Audio to the End User. Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007) - Workshop on Video and Multimedia Digital Libraries (VMDL07), Modena, Italy, September 10-14, 2007 [pdf, poster]
  • Georg Pölzlbauer, Thomas Lidy and Andreas Rauber: Decision Manifolds: Classification Inspired by Self-Organization.  Proceedings of the 6th International Workshop on Self-Organizing Maps, Bielefeld, Germany, September 3-6, 2007 [pdf]
  • Ewald Peiszer: Automatic Audio Segmentation: Segment Boundary and Structure Detection in Popular Music. Master's Thesis, Vienna University of Technology, August 2007. [pdf]
  • Michael Dittenbach, Helmut Berger, Ronald Genswaider, Andreas Pesenhofer, Andreas Rauber, Thomas Lidy, Dieter Merkl: Shaping 3D Multimedia Environments: The Media Square. Proceedings of the ACM International Conference on Image and Video Retrieval (CIVR 2007), Amsterdam, July 9-11, 2007 [pdf]
  • Robert Neumayer and Andreas Rauber. Multi-modal music information retrieval - visualisation and evaluation of clusterings by both audio and lyrics. In Proceedings of the 8th Conference Recherche d'Information Assistée par Ordinateur (RIAO'07), Pittsburgh, PA, USA, May 29th - June 1 2007. [ bib | PDF | Mpeg (26M, 2min) | PDF ]
  • Robert Neumayer and Andreas Rauber. Integration of text and audio features for genre classification in music information retrieval. In Proceedings of the 29th European Conference on Information Retrieval (ECIR'07), pages 724 - 727, Rome, Italy, April 2-5 2007. [ bib | DOI | PDF | Poster ]
  • Maristella Agosti, Stefano Berretti, Gert Brettlecker, Alberto Del Bimbo, Nicola Ferro, Norbert Fuhr, Daniel Keim, Claus-Peter Klas, Thomas Lidy, Diego Milano, Moira Norrie, Paola Ranaldi, Andreas Rauber, Hans-Jörg Schek, Tobias Schreck, Heiko Schuldt, Beat Signer, Michael Springmann: DelosDLMS - the Integrated DELOS Digital Library Management System. Springer Lecture Notes in Computer Science: Digital Libaries: Research and Development. First International DELOS Conference, Pisa, Italy, February 13-14, 2007 [pdf]
  • Peter Hlavac: Innovative User Interfaces for accessing Music on Mobile Devices, Master's Thesis, Vienna University of Technology, March 2007. [pdf]
  • Veronika Zenz: Automatic Chord Detection in Polyphonic Audio Data, Master's Thesis, Vienna University of Technology, February 2007. [pdf]

2006

  • Thomas Lidy: Evaluation of New Audio Features and Their Utilization in Novel Music Retrieval Applications, Master's Thesis, Vienna University of Technology, December 2006. [pdf, poster]
  • Doris Baum, Andreas Rauber: Emotional Descriptors for Map-based Access to Music Libraries
    Proceedings of the 9th International Conference on Asian Digital Libraries, Kyoto, Japan, November 27-30, 2006. [pdf]
  • Thomas Lidy, Andreas Rauber: Visually Profiling Radio Stations. Proceedings of the 7th International Conference on Music Information Retrieval, Victoria, Canada, October 8-12, 2006 [pdf]
  • Rudolf Mayer, Thomas Lidy, Andreas Rauber: The Map of Mozart. Proceedings of the 7th International Conference on Music Information Retrieval, Victoria, Canada, October 8-12, 2006 [pdf, poster]
  • Thomas Lidy, Andreas Rauber: MIREX 2006: Computing Statistical Spectrum Descriptors for Audio Music Similarity and Retrieval. MIREX 2006 - Music Information Retrieval Evaluation eXchange, Victoria, Canada, October 8-12, 2006 [pdf, poster]
  • Massimo Magrini, Tommaso Giunti, Graziano Bertini,
    Andreas Rauber, Thomas Lidy: Un metodo basato su DSP per l'enhancement dei transienti nella musica registrata (A DSP-based method for transient restoration of recorded music)
    DSP Application Day 2006, Milano, Italy, September 18, 2006.
  • Emmanouil Benetos, Constantine Kotropoulos, Thomas Lidy, Andreas Rauber: Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification
    Proceeedings of the 14th European Signal Processing Conference, Florence, Italy, September 4-8, 2006. PDF
  • Peter Hlavac: Navigating through your Music Library on your Mobile Phone: A SOM-based Music Browser for Mobile Devices. Proceedings of the 7th Workshop on Data Analysis (WDA2006), Kosice, Slovakia, July 1-3, 2006
  • Doris Baum: EmoMusic - Classifying Music According to Emotion. Proceedings of the 7th Workshop on Data Analysis (WDA2006), Kosice, Slovakia, July 1-3, 2006. PDF

2005

  • Thomas Lidy, Andreas Rauber.
    Evaluation of Feature Extractors and Psycho-acoustic Transformations for Music Genre Classification.
    Proceedings of the Sixth International Conference on Music Information Retrieval (ISMIR 2005), pp. 34-41, London, UK, September 11-15, 2005.
    PDF, BibTeX
  • Robert Neumayer, Michael Dittenbach, Andreas Rauber.
    PlaySOM and PocketSOMPlayer: Alternative Interfaces to Large Music Collections.
    Proceedings of the Sixth International Conference on Music Information Retrieval (ISMIR 2005), pp. 618-623, London, UK, September 11-15, 2005.
    PDF, BibTeX
  • Thomas Lidy, Andreas Rauber: MIREX 2005: Combined fluctuation features for music genre classification
    MIREX 2005 - Music Information Retrieval Evaluation eXchange, September 11-15, 2005.
    PDF
  • Thomas Lidy, Georg Pölzlbauer, Andreas Rauber:
    Sound Re-Synthesis from Rhythm Pattern Features: Audible Insight into a Music Feature Extraction Process.
    Proceedings of the International Computer Music Conference (ICMC 2005), pp. 93-96, September 5-9 2005, Barcelona, Spain.
    PDF, BibTeX
  • Michael Dittenbach, Dieter Merkl, Andreas Rauber.
    Serendipity in Text and Audio Information Spaces: Organizing and Exploring High-dimensional Data with the Growing Hierarchical Self-Organizing Map.
    In: Classification and Clustering for Knowledge Discovery, volume 4 of Studies in Computational Intelligence, pages 43-60. Springer , 2005.
  • Andreas Rauber, Thomas Lidy, Robert Neumayer:
    Maps of Music
    ERCIM News No. 62, July 2005
  • Robert Neumayer, Thomas Lidy, Andreas Rauber:
    Content-based Organization of Digital Audio Collections
    Proceedings of the Proceedings of the 5th Open Workshop of MUSICNETWORK, Vienna, Austria, July 4-5, 2005.
    PDF, BibTeX
  • Michael Dittenbach, Robert Neumayer, Andreas Rauber.
    PlaySOM: An Alternative Approach to Track Selection and Playlist Generation in Large Music Collections.
    Proceedings of the First International Workshop of the EU Network of Excellence DELOS on Audio-Visual Content and Information Visualization in Digital Libraries (AVIVDiLib 2005), pp. 226-235, May 4-6, 2005, Cortona, Italy.
    PDF, BibTeX
  • Rauber, A. (Editor).
    Multimedia Information Retrieval
    Journal of the Austrian Society for Artificial Intelligence (OeGAI), Special Issue on Multimedia Information Retrieval. 24:1, 44p, March 2005.
    BibTeX
 

2004

  • S. Leitich, A. Rauber. Information Retrieval in Digital Libraries of Music
    Proceedings of the 6th Russian Conference on Digital Libraries (RCDL 2004), pp.207-215, September 29 - October 1 2004, Pushchino, Russia.
    PDF, BibTeX
  • A. Rauber. Creation and Exploration of Musical Information Spaces
    Proceedings of the International Conference on Digital Libraries (ICDL04), pp. 741-748, February 24-27, New Delhi, India.
    PDF, BibTeX
 

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
    In: Proceedings of the DELOS Workshop on Multimedia Contents in Digital Libraries, Chania, Crete, June 2-3 2003. PDF
  • Thomas Lidy: Marsyas and Rhythm Patterns: Evaluation of Two Music Genre Classification Systems
    In: Proceedings of the Fourth Workshop on Data Analysis (WDA2003), Ruzomberok, Slovak Republic, June 13-15 2003. PDF
 

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 Conference 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's thesis, Vienna University of Technology, December 2001. PDF, 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
 
 
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last edited 13.07.2010 by Thomas Lidy