2020W

• 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)

• 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

• 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