Contact
| jan.schlueter ... ofai.at | |
| Phone | (+43-1)5336112-23 |
| Fax | (+43-1)5336112-77 |
| Address | Austrian Research Institute for Artificial Intelligence Freyung 6/6 A-1010 Vienna Austria |
Research Interests
- Content-based Music Similarity Estimation
- Audio Feature Extraction
- Unsupervised and Semi-supervised Machine Learning
Publications
Conferences
- Jan Schlüter and Christian Osendorfer: Music Similarity Estimation with the Mean-Covariance Restricted Boltzmann Machine. In Proceedings of the 10th International Conference on Machine Learning and Applications (ICMLA 2011), Honolulu, USA, 2011. In press. (PDF, BibTeX)
Workshops
- Christian Osendorfer, Jan Schlüter, Jürgen Schmidhuber, and Patrick van der Smagt: Unsupervised learning of low-level audio features for music similarity estimation. In Workshop on Learning Architectures, Representations, and Optimization for Speech and Visual Information Processing in conjunction with the 28th International Conference on Machine Learning (ICML 2011), Washington, USA, 2011. (PDF, BibTeX)
- Lawrence Cabac, Kolja Markwardt, and Jan Schlüter: ImageNetDiff: Finding Differences in Models. In Proceedings of the 7th International Workshop on Modelling, Simulation, Verification and Validation of Enterprise Information Systems (MSVVEIS-2009) in conjunction with the 12th International Conference on Enterprise Information Systems (ICEIS 2009), Milan, Italy, 2009. (BibTeX)
- Jan Schlüter, Lawrence Cabac, and Daniel Moldt: Adding Runtime Net Manipulation Features to MulanViewer. In Proceedings of the 15th German Workshop on Algorithms and Tools for Petri Nets (AWPN 2008), Rostock, Germany, 2008. (PDF, BibTeX)
Theses
- Jan Schlüter: Unsupervised Audio Feature Extraction for Music Similarity Estimation. Master Thesis, Technische Universität München, Munich, Germany, 2011. (PDF, BibTeX)
- Jan Schlüter: Accelerating the Debugging Process within a Development Environment for Multiagent Systems. Bachelor Thesis, University of Hamburg, Hamburg, Germany, 2008.