Publications of Thomas Lidy

2016

[SLR16]
Alexander Schindler, Thomas Lidy, and Andreas Rauber. Comparing shallow versus deep neural network architectures for automatic music genre classification. In Proceedings of the 9th Forum Media Technology (FMT2016), St. Poelten, Austria, November 23 - November 24 2016. [ bib | www: ]
[PLS16]
Jordi Pons, Thomas Lidy, and Xavier Serra. Experimenting with musically motivated convolutional neural networks. In Proceedings of the 14th International Workshop on Content-based Multimedia Indexing (CBMI 2016), Bucharest, Romania, June 15-17 2016. [ bib | DOI | www: | .pdf | .pdf ]

2015

[Lid15]
Thomas Lidy. Spectral convolutional neural network for music classification. In Music Information Retrieval Evaluation eXchange (MIREX), Malaga, Spain, October 2015. [ bib ]
[LSM15]
Thomas Lidy, Alexander Schindler, and Michela Magas. Musicbricks: Connecting digital creators to the internet of music things. ERCIM News, (101), April 2015. [ bib | http | .pdf ]
[LS15]
Thomas Lidy and Alexander Schindler. Klingende Bausteine für die Industrie. OCG Journal, (40):17--18, 2015. [ bib | .pdf ]

2012

[LRL+12]
Cynthia C.S. Liem, Andreas Rauber, Thomas Lidy, Richard Lewis, Christopher Raphael, Joshua D. Reiss, Tim Crawford, and Alan Hanjalic. Music Information Technology and Professional Stakeholder Audiences: Mind the Adoption Gap. In Meinard Müller, Masataka Goto, and Markus Schedl, editors, Multimodal Music Processing, volume 3 of Dagstuhl Follow-Ups, pages 227--246. Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, Dagstuhl, Germany, 2012. [ bib | DOI | www: | http ]
[KNLR12]
Yiannis Kompatsiaris, Spiros Nikolopoulos, Thomas Lidy, and Andreas Rauber. Media search cluster white paper on "search computing". ERCIM News, (88), January 2012. [ bib ]

2011

[ea11]
Thomas Lidy et al. Searching in music business area; visual search interfaces. In Spiros Nikolopoulos and Yiannis Kompatsiaris, editors, Search Computing - Business Areas, Research and Socio-Economic Challenges (Media Search Cluster White Paper). European Commission - Information Society and Media, July 2011. [ bib | DOI | www: | .pdf ]
[LvdL11]
Thomas Lidy and Pieter van der Linden. Report on 3rd chorus+ think-tank: Think-tank on the future of music search, access and consumption, midem 2011. Technical report, CHORUS+ European Coordination Action on Audiovisual Search, Cannes, France, March 15 2011. [ bib | .pdf ]
[LRvdLP11]
Thomas Lidy, Andreas Rauber, Pieter van der Linden, and Jean-Charles Point. Think-tank on the future of music search, access and consumption. D-Lib Magazine, March/April 2011. [ bib | DOI | .html ]

2010

[LMR+10]
Thomas Lidy, Rudolf Mayer, Andreas Rauber, Pedro J. Ponce de León, Antonio Pertusa, and José M. Iñesta. A cartesian ensemble of feature subspace classifiers for music categorization. In J. Stephen Downie and Remco C. Veltkamp, editors, Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), pages 279--284, Utrecht, The Netherlands, August 9-13 2010. International Society for Music Information Retrieval, International Society for Music Information Retrieval. [ bib | www: | .pdf ]
[Lid10]
Thomas Lidy. Sonarflow: Visual music exploration and discovery. In Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR 2010), Utrecht, The Netherlands, August 9-13 2010. [ bib ]
[LSC+10]
Thomas Lidy, Carlos N. Silla, 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. Signal Processing, 90(4):1032--1048, 2010. [ bib | DOI ]

2009

[LGR+09]
Thomas Lidy, A. Grecu, A. Rauber, A. Pertusa, P. J. Ponce de León, and J. M. I nesta. Mirex 2009: A multi-feature-set multi-classifier ensemble approach for audio music classification. In MIREX 2009 - Music Information Retrieval Evaluation eXchange, Kobe, Japan, October 26-30 2009. [ bib ]
[FLP+09]
Jakob Frank, Thomas Lidy, Ewald Peiszer, Ronald Genswaider, and Andreas Rauber. Creating ambient music spaces in real and virtual worlds. Multimedia Tools and Applications, 44(3):449--468, September 2009. [ bib | DOI ]
[LR09]
Thomas Lidy and Andreas Rauber. Music information retrieval. In Handbook of Research on Digital Libraries: Design, Development, and Impact, pages 448--456. IGI Global, 2009. [ bib | www: ]

2008

[FLP+08]
Jakob Frank, Thomas Lidy, Ewald Peiszer, Ronald Genswaider, and 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), pages 9--16. ACM, October 31 2008. talk: 1st ACM Workshop on Semantic Ambient Media Experiences (SAME 2008), Vancouver, Canada; 2008-10-31. [ bib | DOI | www: | .pdf ]
[FLHR08]
Jakob Frank, Thomas Lidy, Peter Hlavac, and Andreas Rauber. Map-based music interfaces for mobile devices. In MM '08: Proceeding of the 16th ACM international conference on Multimedia, pages 981--982, New York, NY, USA, October 27--31 2008. ACM. [ bib | DOI | www: ]
[PLR08]
Georg Pölzlbauer, Thomas Lidy, and Andreas Rauber. Decision manifolds -- a supervised learning algorithm based on self-organization. IEEE Transactions on Neural Networks, 19(9):1518--1530, September 2008. [ bib | DOI | http ]
[SWV+08]
Sanni Siltanen, Charles Woodward, Seppo Valli, Petri Honkamaa, Andreas Rauber, Jakob Frank, Thomas Lidy, and Robert Neumayer. Natural/ novel user interfaces for mobile devices. In Multimodal Processing and Interaction - Audio, Video, Text. Springer, August 2008. [ bib | www: ]
[GBD+08]
Ronald Genswaider, Helmut Berger, Michael Dittenbach, Andreas Pesenhofer, Dieter Merkl, Andreas Rauber, and Thomas Lidy. Computational Intelligence in Multimedia Processing: Recent Advances, volume 96 of Studies in Computational Intelligence, chapter A Synthetic 3D Multimedia Environment, pages 79--98. Springer Berlin / Heidelberg, April 23 2008. [ bib | DOI | www: | http ]
[LR08]
Thomas Lidy and Andreas Rauber. Classification and clustering of music for novel music access applications. In Matthieu Cord and Pádraig Cunningham, editors, Machine Learning Techniques for Multimedia, pages 249--285. Springer, Berlin Heidelberg, 2008. [ bib | DOI | www: ]

2007

[LRPI07a]
Thomas Lidy, Andreas Rauber, Antonio Pertusa, and José Manuel Iñesta. Improving genre classification by combination of audio and symbolic descriptors using a transcription system. In Proceedings of the International Conference on Music Information Retrieval (ISMIR), pages 61--66, Vienna, Austria, September 23-27 2007. [ bib | www: ]
[NFH+07]
Robert Neumayer, Jakob Frank, Peter Hlavac, Thomas Lidy, and Andreas Rauber. Bringing mobile based map access to digital audio to the end user. In Proceedings of the 14th International Conference on Image Analysis and Processing Woorkshops (ICIAP'07), 1st Workshop on Video and Multimedia Digital Libraries (VMDL'07), pages 9--14, Modena, Italy, September 10-13 2007. IEEE. [ bib | www: | .pdf | .pdf ]
[PLR07]
Georg Pölzlbauer, Thomas Lidy, and Andreas Rauber. Decision Manifolds: Classification Inspired by Self-Organization. In Proceedings of the Sixth Workshop on Self-Organizing Maps (WSOM'07), Bielefeld, Germany, September 3--6 2007. [ bib ]
[ABB+07]
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, and Michael Springmann. DelosDLMS - the integrated DELOS digital library management system. In DELOS Conference on Digital Libraries 2007, pages 71--80, 2007. [ bib | .pdf ]
[LRPI07b]
Thomas Lidy, Andreas Rauber, Antonio Pertusa, and José Manuel Iñesta. MIREX 2007: Combining audio and symbolic descriptors for music classification from audio. In MIREX 2007, 2007. [ bib | .pdf ]
[DBG+07]
Michael Dittenbach, Helmut Berger, Ronald Genswaider, Andreas Pesenhofer, Andreas Rauber, Thomas Lidy, and Wolfdieter Merkl. Shaping 3D multimedia environments: The media square. In Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007. [ bib | www: | .pdf ]

2006

[Lid06]
Thomas Lidy. Evaluation of new audio features and their utilization in novel music retrieval applications. Master's thesis, Vienna University of Technology, December 2006. [ bib ]
[MLR06b]
Rudolf Mayer, Thomas Lidy, and Andreas Rauber. The Map of Mozart. In Proceedings of the 7th International Conference on Music Information Retrieval (ISMIR'06), pages 351--352, October 8-12 2006. [ bib | .pdf ]
[MGB+06]
Massimo Magrini, Tommaso Giunti, Graziano Bertini, Andreas Rauber, and 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). In DSP Application Day 2006, Milano, Italy, September 18 2006. [ bib ]
[MLR06a]
Rudolf Mayer, Thomas Lidy, and Andreas Rauber. Map of Mozart. Journal of the Austrian Computer Society (OCG), 31(2):12--13, June 2006. [ bib | .pdf ]
[BKLR06]
Emmanouil Benetos, Constantine Kotropoulos, Thomas Lidy, and Andreas Rauber. Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification. In Proceeedings of the 14th European Signal Processing Conference, 2006. [ bib | .pdf ]
[LR06a]
Thomas Lidy and Andreas Rauber. MIREX 2006: Computing statistical spectrum descriptors for audio music similarity and retrieval. In MIREX 2006, 2006. [ bib | .pdf ]
[LR06b]
Thomas Lidy and Andreas Rauber. Visually profiling radio stations. In Proceedings of the 7th International Conference on Music Information Retrieval, pages 186--191, 2006. [ bib | www: | .pdf ]

2005

[RDB+05]
Andreas Rauber, Michael Dittenbach, Helmut Berger, Andreas Pesenhofer, Georg Pölzlbauer, Natalya Sokolovska, Rudolf Mayer, Thomas Lidy, and Robert Neumayer. Detecting and exploring semantic concepts in unstructured data. In Proceedings of the International Symposium on Semantic Systems in the Knowledge Society - Challenges & Opportunities, Vienna, Austria, November 23 - 25 2005. OCG. [ bib ]
[LPR05]
Thomas Lidy, Georg Pölzlbauer, and Andreas Rauber. Sound re-synthesis from rhythm pattern features - audible insight into a music feature extraction process. In Proceedings of the International Computer Music Conference (ICMC), pages 93--96, Barcelona, Spain, September 5--9 2005. [ bib ]
[NLR05]
Robert Neumayer, Thomas Lidy, and Andreas Rauber. Content-based organization of digital audio collections. In Proceedings of the 5th Open Workshop of MUSICNETWORK, Vienna, Austria, July 4-5 2005. [ bib | .pdf ]
[LR05b]
Thomas Lidy and Andreas Rauber. MIREX 2005: Combined fluctuation features for music genre classification. In MIREX 2005, 2005. [ bib | .pdf ]
[LR05a]
Thomas Lidy and Andreas Rauber. Evaluation of feature extractors and psycho-acoustic transformations for music genre classification. In Proceedings of the Sixth International Conference on Music Information Retrieval, pages 34--41, 2005. [ bib | www: | .pdf ]
[RLN05]
Andreas Rauber, Thomas Lidy, and Robert Neumayer. Maps of music. Ercim News, 62:18, 2005. [ bib | .html | .pdf ]

2003

[Lid03]
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. [ bib | www: ]
[LR03]
Thomas Lidy and Andreas 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. ERCIM, 2003. [ bib ]

2002

[KLK+02]
Michael Kalkusch, Thomas Lidy, Michael Knapp, Gerhard Reitmayr, Hannes Kaufmann, and Dieter Schmalstieg. Structured visual markers for indoor pathfinding. In Proceedings of the First IEEE International Workshop on ARToolKit. IEEE, 2002. [ bib | www: | .pdf ]