2019W

• Business Intelligence / VU / 188.429
• Experiment Design for Data Science / VU / 188.992
• Intelligent Audio and Music Analysis / VU / 194.039
• Seminar Media and Human-Centered Computing - Multimedia Forensics / SE / 193.038

• Automatic recommendation of music tracks and musicians for collaboration in an online jam community
  2017 – 2019 / Austrian Research Promotion Agency (FFG)

2019

• Predicting user demographics from music listening information / T. Krismayer, M. Schedl, P. Knees, R. Rabiser / Multimedia Tools and Applications, 78 (2019), 3; 2897 - 2920

2018

• Selected Topics in Music Recommendation / P. Knees / Talk: E-Commerce Research Seminar for Ph.D. Students 2018W, TU Wien (invited); 2018-11-22
• Overview and New Challenges of Music Recommendation Research in 2018 / M. Schedl, P. Knees, F. Gouyon / Talk: 19th International Society for Music Information Retrieval Conference, Paris, France; 2018-09-23 - 2018-09-27
• Music and Sound Recommendation for Listeners and Creators / P. Knees / Talk: eBusiness in the Creative Industries, University of Vienna (invited); 2018-05-15
• Künstliche Intelligenz als personalisierter Komponist - Automatische Musikerzeugung als das Ende der Tantiemen? / P. Knees / Talk: Future Music Camp 2018, Mannheim, Germany; 2018-04-26 - 2018-04-27
• Towards Visual Interfaces to Sound and Music Retrieval / P. Knees / Talk: National Institute of Advanced Industrial Science and Technology (AIST), Tsukuba, Japan (invited); 2018-03-12
• Multimedia Recommender Systems / Y. Deldjoo, M. Schedl, B. Hidasi, P. Knees / in: "Proceedings of the 12th ACM Conference on Recommender Systems", issued by: ACM; ACM, New York, NY, USA, 2018, ISBN: 978-1-4503-5901-6, 537 - 538
• Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts / H. Pálmason, B. Jónsson, M. Schedl, P. Knees / in: "CMMR 2017: Music Technology with Swing", LNCS 11265; M. Aramaki, M. Davies, R. Kronland-Martinet, S. Ystad (ed.); Springer, Cham, 2018, 49 - 62
• MIREX Submission for Drum Transcription 2018 / R. Vogl, P. Knees / in: "14th Music Information Retrieval Evaluation eXchange (MIREX 2018)", International Music Information Retrieval Systems Evaluation Laboratory, School of Information Sciences, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA, 2018, 2 pages
• GANs and Poses: An Interactive Generative Music Installation Controlled by Dance Moves / R. Vogl, H. Eghbal-Zadeh, G. Widmer, P. Knees / Poster: 19th International Society for Music Information Retrieval Conference: Interactive Machine-Learning for Music @Exhibition, Paris, France; 2018-09-23 - 2018-09-27; in: "19th International Society for Music Information Retrieval Conference: Interactive Machine-Learning for Music @Exhibition", (2018), 5 pages
• A GAN based Drum Pattern Generation UI Prototype / H. Eghbal-Zadeh, R. Vogl, G. Widmer, P. Knees / Poster: 19th International Society for Music Information Retrieval Conference: Late-Breaking Demos Session, Paris, France; 2018-09-23 - 2018-09-27; in: "19th International Society for Music Information Retrieval Conference: Late-Breaking Demos Session", (2018), Paper ID 32, 2 pages
• IUI'18 Workshop on Intelligent Music Interfaces for Listening and Creation (MILC) / P. Knees, M. Schedl, R. Fiebrink / in: "Joint Proceedings of the ACM IUI 2018 Workshops", A. Said, T. Komatsu (ed.); CEUR-WS.org, 2018, 2 pages
• Towards Multi-Instrument Drum Transcription / R. Vogl, G. Widmer, P. Knees / Talk: 21st International Conference on Digital Audio Effects (DAFx-18), Aveiro, Portugal; 2018-09-04 - 2018-09-08; in: "Proceedings of the 21st International Conference on Digital Audio Effects (DAFx-18)", (2018), ISSN: 2413-6700; 57 - 64

2017

• Introduction to Music Information Retrieval / P. Knees / Talk: Informatik BEGINNER's Day 2017, TU Wien; 2017-10-02
• Introduction to Music Information Retrieval and Music Content Analysis / P. Knees / Talk: Indonesian Summer School on Music Information Retrieval, Depok, Indonesia; 2017-08-14 - 2017-08-18
• Me, Myself & A.I. / P. Knees / Talk: Werbeplanung.at Summit 2017, Vienna (invited); 2017-07-03 - 2017-07-05
• Music Retrieval and Recommendation: Applications in Music Creation and Collaboration / P. Knees / Talk: 3rd Berlin Music Information Retrieval Meetup, Berlin, Germany (invited); 2017-05-15
• Music Information Retrieval for Creative Audio Production / P. Knees, R. Vogl / Poster: i²c Networking Friday 2017, TU Wien; 2017-03-24
• Towards Visual Approaches to Audio Retrieval in Creative Music Production / P. Knees / Talk: Guest Lecture, Chulalongkorn University, Bangkok, Thailand (invited); 2017-02-17
• MIREX Submission for Drum Transcription 2017 / R. Vogl, M. Dorfer, G. Widmer, P. Knees / in: "13th Music Information Retrieval Evaluation eXchange (MIREX 2017)", International Music Information Retrieval Systems Evaluation Laboratory, School of Information Sciences, University of Illinois at Urbana-Champaign, Urbana-Champaign, IL, USA, 2017, 1 pages
• An Intelligent Drum Machine for Electronic Dance Music Production and Performance / R. Vogl, P. Knees / Poster: 17th International Conference on New Interfaces for Musical Expression, Copenhagen, Denmark; 2017-05-15 - 2017-05-18; in: "Proceedings of the 17th International Conference on New Interfaces for Musical Expression", (2017), 231 - 236
• UMAP 2017 Workshop on Surprise, Opposition, and Obstruction in Adaptive and Personalized Systems / P. Knees, K. Andersen, A. Said, M. Tkalcic / in: "Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization", ACM, New York, NY, USA, 2017, ISBN: 978-1-4503-5067-9, 347 - 349
• Prediction of User Demographics from Music Listening Habits / T. Krismayer, M. Schedl, P. Knees, R. Rabiser / Talk: 15th International Workshop on Content-Based Multimedia Indexing, Florenz, Italien; 2017-06-19 - 2017-06-21; in: "Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing", ACM, New York, NY, USA (2017), ISBN: 978-1-4503-5333-5; 8:1 - 8:7
• Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors / M. Schedl, F. Lemmerich, B. Ferwerda, M. Skowron, P. Knees / Talk: 2017 IEEE International Symposium on Multimedia, Taichung, Taiwan; 2017-12-11 - 2017-12-13; in: "Proceedings of the 2017 IEEE International Symposium on Multimedia", IEEE, (2017), ISBN: 978-1-5386-2937-6; 308 - 311
• New Paths in Music Recommender Systems Research / M. Schedl, P. Knees, F. Gouyon / Talk: 11th ACM Conference on Recommender Systems, Como, Italien; 2017-08-27 - 2017-08-31; in: "Proceedings of the 11th ACM Conference on Recommender Systems", ACM, New York, NY, USA (2017), ISBN: 978-1-4503-4652-8; 392 - 393
• Building Physical Props for Imagining Future Recommender Systems / P. Knees, K. Andersen / Talk: 2017 ACM Workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces, Limassol, Cyprus; 2017-03-13; in: "Proceedings of the 2017 ACM Workshop on Theory-Informed User Modeling for Tailoring and Personalizing Interfaces", ACM, New York, NY, USA (2017), ISBN: 978-1-4503-4905-5; 39 - 43
• Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts / H. Pálmason, B. Jónsson, M. Schedl, P. Knees / Talk: 13th International Symposium on Computer Music Multidisciplinary Research, Matosinhos, Portugal; 2017-09-25 - 2017-09-28; in: "Proceedings of the 13th International Symposium on Computer Music Multidisciplinary Research", R. Kronland-Martinet, S. Ystad, M. Aramaki (ed.); Les éditions de PRISM, Marseille, France (2017), 45 - 56
• Drum transcription from polyphonic music with recurrent neural networks / R. Vogl, M. Dorfer, P. Knees / Talk: 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA; 2017-03-05 - 2017-03-09; in: "Proceedings of the 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing", (2017), ISBN: 978-1-5090-4117-6; 201 - 205
• On Competitiveness of Nearest-Neighbor Based Music Classification: A Methodological Critique / H. Pálmason, B. Jónsson, L. Amsaleg, M. Schedl, P. Knees / Talk: 10th International Conference on Similarity Search and Applications, Munich, Germany; 2017-10-04 - 2017-10-06; in: "Similarity Search and Applications", C. Beeck, F. Borutta, P. Kröger, T. Seidl (ed.); Lecture Notes in Computer Science, Springer, 10609 (2017), ISBN: 978-3-319-68473-4; 275 - 283
• Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks / R. Vogl, M. Dorfer, G. Widmer, P. Knees / Talk: 18th International Society for Music Information Retrieval Conference, Suzhou, China; 2017-10-23 - 2017-10-27; in: "Proceedings of the 18th International Society for Music Information Retrieval Conference", (2017), ISBN: 978-981-11-5179-8; 150 - 157

• Deep Learning Methods for Drum Transcription and Drum Pattern Generation / PhD Thesis by R. Vogl / Supervisor, Reviewer: G. Widmer, P. Knees, M. Davies; Johannes Kepler University Linz, 2018