 |
Dr. Klaus Seyerlehner
Department of Computational
Perception Phone:
+43 732 2468 1516 Current Position Publications Research Curriculum Vitae |
2011
| Content-based Video Description for Automatic Video Genre Categorization. Ionescu, B. Seyerlehner, K. Rasche, C. Vertan, C. Lambert, P. In Proc. of the 18th Int. Conf. on MultiMedia Modelling (MMM-2012), Klagenfurt, Austria, January 4-6, 2012. |
| Audio-Visual Content Description for Video Genre Classification in the Context of Social Media. Ionescu, B. Seyerlehner, K. Vertan, C. Lambert, P. In Proc. of the MediaEval: Benchmarking Initiative for Multimedia Evaluation Workshop , Pisa, Italy, 1-2 September (Technical Report). |
2010
| Content-Based Music Recommender Systems: Beyond simple Frame-Level Audio Similarity Seyerlehner, K. PhD thesis, Linz, December, 2010. >> PDF, BibTeX |
| Using Block-Level Features for Genre Classification, Tag Classification and Music Similarity Estimation Seyerlehner, K. Schedl, M. Pohle, T. Knees, P. In online Proc. of the 6th Annual Music Information Retrieval Evaluation eXchange (MIREX-10), Utrecht, Netherlands, August 9-13, 2010. >> PDF, BibTeX |
| Submission to MIREX AMS TASK 2010. Pohle, T. Seyerlehner,K. Schnitzer, D. In online Proc. of the 6th Annual Music Information Retrieval Evaluation eXchange (MIREX-10), Utrecht, Netherlands, August 9-13, 2010. >> PDF, BibTeX |
| A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems Seyerlehner, K. Widmer, G., Knees, P. In Proc. of the 8th Int. Workshop on Adaptive Multimedia Retreival (AMR-10), Linz, Austria, August 17-18, 2010. >> PDF, BibTeX |
| Fusing Block-Level Features for Music Similarity Estimation Seyerlehner, K. Widmer, G., Pohle, T. In Proc. of the 13th Int. Conference on Digital Audio Effects (DAFx-10), Graz, Austria, September 6-10, 2010. >> PDF, BibTeX |
| A High-Level Audio Feature For Music Retrieval and Sorting Pohle, T. Knees, P. Seyerlehner, K. and Widmer, G. In Proc. of the 13th Int. Conference on Digital Audio Effects (DAFx-10), Graz, Austria, September 6-10, 2010. >> PDF, BibTeX |
| Automatic Music Tag Classification based on Block-Level Features. Seyerlehner, K. Widmer, G. Schedl, M. Knees, P. In Proc. of the 7th Sound and Music Computing Conference (SMC-10), Barcelona, Spain, July 21-24, 2010. >> PDF, BibTeX |
| Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval. Knees, P., Schedl, M., Pohle, T., Seyerlehner, K., and Widmer, G. In Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR-10), Utrecht, the Netherlands, August 2010. >> PDF, BibTeX |
| Country of Origin Determination via Web Mining Techniques. Schedl, M., Schiketanz, C., and Seyerlehner, K. In Proceedings of the IEEE International Conference on Multimedia and Expo (ICME 2010): 2nd International Workshop on Advances in Music Information Research (AdMIRe 2010), Singapore, July 2010. >> PDF, BibTeX |
| Three Web-based Heuristics to Determine a Person's or Institution's Country of Origin. Schedl, M., Seyerlehner, K., Schnitzer, D., Widmer, G., and Schiketanz, C. In Proceedings of the 33th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2010), Geneva, Switzerland, July 2010. >> PDF, BibTeX |
2009
| Block-Level Audio Feature for Music Genre Classification Seyerlehner, K. Schedl, M. In online Proc. of the 5th Annual Music Information Retrieval Evaluation eXchange (MIREX-09), Kobe, Japan, October 26-30, 2009. >> PDF, BibTeX |
| Infromed Selection of Frames for Music Similarity Computation. Seyerlehner, K. Pohle, T. Widmer, G. Schnitzer, D. In Proc. of the 12th Int. Conference on Digital Audio Effects (DAFx-09), Como, Italy, September 1-4, 2009. >> PDF, BibTeX |
| Browsing Music Recommendation Networks. Seyerlehner, K. Knees, P. Schnitzer, D. Widmer, G. In Proc. of the 10th International Society for Music Information Retrieval Conference (ISMIR-09), Kobe, Japan, October 26-30, 2009 >> PDF, BibTeX |
| On the Limitations of Browsing Top-N Recommender Systems. Seyerlehner, K. Flexer, A. Widmer, G. In Proc. of the 3rd ACM Conference on Recommender Systems (RecSys-09), New York City, NY, USA, October 22-25, 2009. >> PDF**, BibTeX ** @ ACM, (2009). This is the author's version of the work. It is posted here by permission of the ACM for your personal use. Not for redistribution. The definitive version was published in Proceedings of the 3rd ACM Conference on Recommender Systems, New York City, NY, USA. |
| Augmenting Text-Based Music Retrieval with Audio Similarity. Knees, P., Pohle, T., Schedl, M., Schnitzer, D., Seyerlehner, K., and Widmer, G. In Proceedings of the 10th International Conference on Music Information Retrieval (ISMIR 2009), Kobe, Japan. >> PDF, BibTeX |
2008
| Frame-level Audio Similarity - A Codebook Approach K. Seyerlehner, G. Widmer, P. Knees In Proceedings of the 11th International Conference on Digital Audio Effects (DAFx-08), Espoo, Finland, 2008 >> PDF, BibTeX |
| An Approach to Automatically Tracking Music Preference on Mobile Players. Pohle, T., Seyerlehner, K., and Widmer, G. In Proceedings of the 6th Workshop on Adaptive Multimedia Retrieval (AMR 2008), Berlin, Germany. >> PDF, BibTeX |
| A Document-centered Approach to a Natural Language Music Search Engine. Knees, P., Pohle, T., Schedl, M., Schnitzer, D., and Seyerlehner K. In Proceedings of the 30th European Conference on Information Retrieval (ECIR 2008), Glasgow, Scotland, UK., Berlin, Germany. >> PDF, BibTeX |
2007
| From Rhythm Patterns to Perceived Tempo K. Seyerlehner, G. Widmer, D. Schnitzer In Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR 2007) , Vienna, Austria. >> PDF, BibTeX |
| Automatic Music Detection in Television Productions K. Seyerlehner, G. Widmer, T. Pohle, M. Sched. Proceedings of the Int. Conf. on Digital Audio Effects (DAFx-07), Bordeaux, France, 2007 >> PDF, BibTeX |
| The CoMIRVA Toolkit for Visualizing Music-Related Data M. Schedl, P. Knees, K. Seyerlehner, and T. Pohle. Proceedings of the 9th Eurographics/IEEE VGTC Symposium on Visualization (EuroVis'07), Norrköping, Sweden, May 23-25 2007. >> BibTeX |
| Web-based Detection of Music Band Members and Line-Up M. Schedl, G. Widmer, T. Pohle, K. Seyerlehner In Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR 2007) , Vienna, Austria. >> PDF, BibTeX |
2006
| Inhaltsbasierte Ähnlichkeitsmetriken zur Navigation in Musiksammlungen Diplomarbeit, Johannes Kepler Universität Linz, Juni 2006. |
Datasets and Other Downloads
Datasets that have been used in my publications can be downloaded from my personal homepage. You can also find my MIREX 2009 submission in the download section of my personal homepage.Research Interests
Current Projects
Past Projects
Supervised master thesis, bachelor thesis and student's projects
Education
| 2011: | PhD Degree in Computer Science (Doktor der technischen Wissenschaften) |
| 2006 – 2010: | Doctoral Program in Computer Science at Johannes Kepler University |
| 2006: | Master Degree in Computer Science (Diplom-Ingenieur) |
| 2001 – 2006: | Master Studies in Computer Science at Johannes Kepler University Linz |
| 2000 – 2001: | National defence service |
| 2000: | Higher School Certificate (Matura mit gutem Erfolg) |
| 1992 – 2000: | Khevenhüller Gymnasium Linz, (high school) |
Scholarships
| 2004: | Received achievement scholarship (Leistungsstipendium) from Johannes Kepler University Linz |
Practical Experience
| since 2011: | Post Doctoral Researcher at the Department of Computational Perception at Johannes Kepler University Linz. |
| 2006 – 2010: | Research Assistant at the Department of Computational Perception at Johannes Kepler University Linz. |
| 2003: | Tutor for „Statistics” at Johannes Kepler University Linz |
| 2002: | Internship at the datacenter of Upper Austria |
Languages
