Fabian Ostermann
| Room: | OH14 / R234 |
| Phone: | +49 231 755-7742 |
| E-Mail: | fabian.ostermann tu-dortmund.de |
| ORCiD: | 0000-0002-8365-3634 |
Research interests (Forschungsinteressen)
- Computer Music and Algorithmic Music Composition
- (Generative) Artificial Intelligence
- Procedural Content Generation (for Games)
Teaching (Lehre)
Lehrveranstaltungen
- WS22/23 Fachprojekt Digital Entertainment Technologies
- SS22 Fachprojekt Digital Entertainment Technologies
- WS21/22 Praktikum zu Einführung in die Progammierung
Abschlussarbeiten
- “Generierung von Orchesterstücken mit Transformer-Modellen”
- “Transformer based drum track generation for electronic dance music”
Publications
Articles (peer reviewed)
- Artificial Music Producer: Filtering Music Compositions by Artificial Taste (PDF)
Fabian Ostermann, Igor Vatolkin, Günter Rudolph
Proceedings of the Conference on AI Music Creativity (AIMC), 2022
- Evaluating creativity in automatic reactive accompaniment of jazz improvisation (PDF)
Fabian Ostermann, Igor Vatolkin, Günter Rudolph
Transactions of the International Society for Music Information Retrieval (TISMIR) 4 (2021), Nr. 1
- An evolutionary multi-objective feature selection approach for detecting music segment boundaries of specific types (PDF)
Igor Vatolkin, Fabian Ostermann, Meinard Müller
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 2021, pp. 1061–1069
- Evaluation rules for evolutionary generation of drum patterns in jazz solos (PDF)
Fabian Ostermann, Igor Vatolkin, Günter Rudolph
International Conference on Evolutionary and Biologically Inspired Music and Art (EvoMUSART), Springer, 2017, pp. 246–261
Theses
- Modellierung des menschlichen Musikgeschmacks mit neuronalen Netzen
Fabian Ostermann
Master-Thesis, TU Dortmund, 2021
- Erzeugung perkussiver Muster zur Echtzeitbegleitung von Jazz-Soli
Fabian Ostermann
Bachelor-Thesis, TU Dortmund, 2015
Project Pages
- EAR Drummer (Github) (YouTube demo, more audio demos)
EAR Drummer is a interactive music system that generates rhythmical drum patterns and bass lines. It produces midi output that provides backing music to accompany a Jazz soloist in realtime. It uses Evolutionary Computing, is fully Autonomous and Reacts to midi input.