Pulications

Publications

2012
From Improved Auto-taggers to Improved Music Similarity Measures.
Seyerlehner, K., Sonnleitner, R., Schedl, M., Hauger, D., and Ionescu, B.
In Proceedings of the 10th International Workshop on Adaptive Multimedia Retrieval (AMR 2012), Copenhagen, Denmark, October 2012.

ARF @ MediaEval 2012: Multimodal Video Classification.
B. Ionescu, I. Mironic─â, K. Seyerlehner, P. Knees, J. Schlüter, M. Schedl, H. Cucu, A. Buzo, P. Lambert
In Proceedings of the MediaEval Benchmarking Initiative for Multimedia Evaluation workshop, Pisa, Italy, 4-5 October, 2012.

An Audio-Visual Approach to Web Video Categorization.
Ionescu, B., Seyerlehner, K., Mironica, I., Vertan, C. and Lambert, P.
Multimedia Tools and Applications, special issue on "Multimedia on the Web", 2012.

Video Genre Categorization and Representation using Audio-Visual Information (PDF)
Ionescu, B. Seyerlehner, K. Rasche, C. Vertan, C. Lambert, P.
Journal of Electronic Imaging (SPIE), 2012 (in press)

Automatic Web Video Categorization Using Audio-Visual Information and Hierarchical Clustering RF
B. Ionescu, K. Seyerlehner, I. Mironica, C. Vertan and P. Lambert
In Proc. of the 20th European Signal Processing Conference (EUSIPCO-2012), Bucharest, Romania.

2011
Content-based Video Description for Automatic Video Genre Categorization (PDF)
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 (PDF)
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).

A Refined block-level Feature Set for Classification, Similarity and Tag Prediction (PDF)
Klaus Seyerlehner, Markus Schedl, Peter Knees, Reinhard Sonnleitner
In online Proc. of the 7th Annual Music Information Retrieval Evaluation eXchange (MIREX-2011), Miami, Florida, the 24-28 October, 2011


2010
Content-Based Music Recommender Systems: Beyond simple Frame-Level Audio Similarity (PDF)
Seyerlehner, K.
PhD thesis, Linz, December, 2010.

Using Block-Level Features for Genre Classification, Tag Classification and Music Similarity Estimation (PDF)
Seyerlehner, K. Schedl, M. Pohle, T. Knees, P.
In online Proc. of the 6th Annual Music Information Retrieval Evaluation eXchange (MIREX-2010), Utrecht, Netherlands, August 9-13, 2010.

Submission to MIREX AMS TASK 2010 (PDF)
Pohle, T. Seyerlehner,K. Schnitzer, D.
In online Proc. of the 6th Annual Music Information Retrieval Evaluation eXchange (MIREX-2010), Utrecht, Netherlands, August 9-13, 2010.

A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems (PDF)
Seyerlehner, K. Widmer, G., Knees, P.
In Proc. of the 8th Int. Workshop on Adaptive Multimedia Retreival (AMR-2010), Linz, Austria, August 17-18, 2010.

Fusing Block-Level Features for Music Similarity Estimation (PDF)
Seyerlehner, K. Widmer, G., Pohle, T.
In Proc. of the 13th Int. Conference on Digital Audio Effects (DAFx-2010), Graz, Austria, September 6-10, 2010.

A High-Level Audio Feature For Music Retrieval and Sorting (PDF)
Pohle, T. Knees, P. Seyerlehner, K. and Widmer, G.
In Proc. of the 13th Int. Conference on Digital Audio Effects (DAFx-2010), Graz, Austria, September 6-10, 2010.

Automatic Music Tag Classification based on Block-Level Features (PDF)
Seyerlehner, K. Widmer, G. Schedl, M. Knees, P.
In Proc. of the 7th Sound and Music Computing Conference (SMC-2010), Barcelona, Spain, July 21-24, 2010.

Supervised and Unsupervised Web Document Filtering Techniques to Improve Text-Based Music Retrieval (PDF)
Knees, P., Schedl, M., Pohle, T., Seyerlehner, K., and Widmer, G.
In Proceedings of the 11th International Society for Music Information Retrieval Conference (ISMIR-2010), Utrecht, the Netherlands, August 2010.

Country of Origin Determination via Web Mining Techniques (PDF)
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.

Three Web-based Heuristics to Determine a Person's or Institution's Country of Origin (PDF)
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.



2009
Block-Level Audio Feature for Music Genre Classification (PDF)
Seyerlehner, K. Schedl, M.
In online Proc. of the 5th Annual Music Information Retrieval Evaluation eXchange (MIREX-2009), Kobe, Japan, October 26-30, 2009.

Infromed Selection of Frames for Music Similarity Computation (PDF)
Seyerlehner, K. Pohle, T. Widmer, G. Schnitzer, D.
In Proc. of the 12th Int. Conference on Digital Audio Effects (DAFx-2009), Como, Italy, September 1-4, 2009.

Browsing Music Recommendation Networks (PDF)
Seyerlehner, K. Knees, P. Schnitzer, D. Widmer, G.
In Pro. of the 10th International Society for Music Information Retrieval Conference (ISMIR-2009), Kobe, Japan, October 26-30, 2009.

On the Limitations of Browsing Top-N Recommender Systems (PDF**)
Seyerlehner, K. Flexer, A. Widmer, G.
In Proc. of the 3rd ACM Conference on Recommender Systems (RecSys-2009), New York City, NY, USA, October 22-25, 2009.

** @ 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 (PDF)
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.



2008
Frame-level Audio Similarity - A Codebook Approach (PDF)
Seyerlehner, K. Widmer, G. Knees, P.
In Proceedings of the 11th International Conference on Digital Audio Effects (DAFx-2008), Espoo, Finland, 2008

An Approach to Automatically Tracking Music Preference on Mobile Players (PDF)
Pohle, T., Seyerlehner, K., and Widmer, G.
In Proceedings of the 6th International Workshop on Adaptive Multimeda Retrieval (AMR-2008), Berlin, Germany.

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.


2007
From Rhythm Patterns to Perceived Tempo (PDF)
K. Seyerlehner, G. Widmer, D. Schnitzer
In Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR-2007) , Vienna, Austria.

Automatic Music Detection in Television Productions (PDF)
K. Seyerlehner, G. Widmer, T. Pohle, M. Sched.
Proceedings of the Int. Conf. on Digital Audio Effects (DAFx-2007), Bordeaux, France, 2007

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-2007), Norrköping, Sweden, May 23-25 2007.

Web-based Detection of Music Band Members and Line-Up
Schedl, M. Widmer, G. Pohle, T. Seyerlehner, K.
In Proceedings of the 8th International Conference on Music Information Retrieval (ISMIR-2007) , Vienna, Austria.
 
2006
Inhaltsbasierte Ähnlichkeitsmetriken zur Navigation in Musiksammlungen (PDF)
Diplomarbeit, Johannes Kepler Universität Linz, Juni 2006.
Claudia.Kindermann@jku.at

Awards

Award of Excellence 2011

Cross Border Collaboration Award, MediaEval 2011