Fabian Ostermann

According to our database, Fabian Ostermann authored at least 7 papers between 2017 and 2024.

Collaborative distances:

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

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

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