2022W

• Data-oriented Programming Paradigms / 188.995 / VU
• Experiment Design for Data Science / 188.992 / VU
• Intelligent Audio and Music Analysis / 194.039 / VU

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

Note: Due to the rollout of TU Wien’s new publication database, the list below may be slightly outdated. Once APIs for the new database have been released, everything will be up to date again.

• Recommenders and Intelligent Tools in Music Creation: Why, Why Not, and How? / C. Bauer, P. Knees, R. Vogl, H. Raber / Talk: Ars Electronica 2019 - AIxMusic Workshops, Linz (invited); 2019-09-06
• An Automatic Drum Machine with Touch UI Based on a Generative Neural Network / R. Vogl, H. Eghbal-Zadeh, P. Knees / Poster: 24th International Conference on Intelligent User Interfaces, Marina del Rey, CA, USA; 2019-03-16 - 2019-03-20; in: "Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion", ACM, New York, NY, USA (2019), ISBN: 9781450366731; 91 - 92
• Drum transcription via joint beat and drum modeling using convolutional recurrent neural networks / R. Vogl / Talk: 21st Vienna Deep Learning Meetup, Vienna Austria; 2018-10-15
• 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
• 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
• From Drum Transcription to Drum Pattern Generation / R. Vogl / Talk: 1st Austrian Music Information Retrieval Workshop (AMIR), Vienna and Linz, Austria; 2018-06-21 - 2018-06-22
• A Review of Automatic Drum Transcription / C. Wu, C. Dittmar, C. Southall, R. Vogl, G. Widmer, J. Hockman, M. Müller, A. Lerch / IEEE-ACM Transactions On Audio, Speech, And Language Processing, 26 (2018), 9; 1457 - 1483
• 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
• Deep Learning Methods for Drum Transcription and Drum Pattern Generation / Doctoral Thesis by R. Vogl / Supervisor, Reviewer: G. Widmer, P. Knees, M. Davies; Johannes Kepler University Linz, 2018
• 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
• 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
• Music Information Retrieval for Creative Audio Production / P. Knees, R. Vogl / Poster: i²c Networking Friday 2017, TU Wien; 2017-03-24
• 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
• 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

Note: Due to the rollout of TU Wien’s new publication database, the list below may be slightly outdated. Once APIs for the new database have been released, everything will be up to date again.

• An Investigation of Piano Transcription Algorithm for Jazz Music / Master Thesis by G. Marzorati / Supervisor: F. Antonacci, P. Knees, R. Vogl; Politecnico di Milano, Italy, 2018