Fabian Ostermann

According to our database, Fabian Ostermann authored at least 10 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Using Large Language Models as Fitness Functions in Evolutionary Algorithms for Music Generation.

Fabian Ostermann, Jonas Kramer, Günter Rudolph

Proceedings of the 6th AI Music Creativity Conference (AIMC 2025), 2025

2024

Emergency Corridor Building on Multi-Lane Motorways with Autonomous Model Cars.

Jurij Kuzmic, Günter Rudolph, Fabian Ostermann

Proceedings of the 9th International Conference on Internet of Things, 2024

Adaptation and Optimization of AugmentedNet for Roman Numeral Analysis Applied to Audio Signals.

Leonard Fricke, Mark Gotham, Fabian Ostermann, Igor Vatolkin

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2024

2023

AAM: a dataset of Artificial Audio Multitracks for diverse music information retrieval tasks.

Fabian Ostermann, Igor Vatolkin, Martin Ebeling

EURASIP J. Audio Speech Music. Process., December, 2023

Musical Genre Recognition Based on Deep Descriptors of Harmony, Instrumentation, and Segments.

Igor Vatolkin, Mark Gotham, Néstor Nápoles López, Fabian Ostermann

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2023

Application of Neural Architecture Search to Instrument Recognition in Polyphonic Audio.

Leonard Fricke, Igor Vatolkin, Fabian Ostermann

Proceedings of the Artificial Intelligence in Music, Sound, Art and Design, 2023

2022

Artificial Music Producer: Filtering Music Compositions by Artificial Taste.

Fabian Ostermann, Igor Vatolkin, Günter Rudolph

Proceedings of the 3rd AI Music Creativity Conference (AIMC 2022), 2022

2021

Evaluating Creativity in Automatic Reactive Accompaniment of Jazz Improvisation.

Fabian Ostermann, Igor Vatolkin, Günter Rudolph

Trans. Int. Soc. Music. Inf. Retr., 2021

An evolutionary multi-objective feature selection approach for detecting music segment boundaries of specific types.

Igor Vatolkin, Fabian Ostermann, Meinard Müller

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2017

Evaluation Rules for Evolutionary Generation of Drum Patterns in Jazz Solos.

Fabian Ostermann, Igor Vatolkin, Günter Rudolph

Proceedings of the Computational Intelligence in Music, Sound, Art and Design, 2017