Publications

(2026). Multi-Stage Music Source Restoration with BandSplit-RoFormer Separation and HiFi++ GAN. ICASSP MSR Challenge.

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(2026). How Far Can Pretrained LLMs Go in Symbolic Music? Controlled Comparisons of Supervised and Preference-based Adaptation. NLP4MusA 2026.

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(2025). MUSE-Explainer: Counterfactual Explanations for Symbolic Music Graph Classification Models. In CMMR.

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(2025). EngravingGNN: A Hybrid Graph Neural Network for End‐to‐End Piano Score Engraving. In TENOR.

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(2025). AnalysisGNN: Unified Music Analysis with Graph Neural Networks. In CMMR.

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(2024). Language Models for Music Medicine Generation. In ISMIR.

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(2024). Symbolic Music Analysis with Graph Neural Networks. PhD Thesis at JKU.

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(2024). GraphMuse: A Library for Symbolic Music Graph Processing. In ISMIR.

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(2024). Cluster and Separate: a GNN Approach to Voice and Staff Prediction for Score Engraving. In ISMIR.

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(2024). SMUG-Explain: A Framework for Symbolic Music Graph Explanations. In SMC.

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(2024). Perception-Inspired Graph Convolution for Music Understanding Tasks. In IJCAI.

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(2023). Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance. arXiv.

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(2023). Symbolic Music Representations for Classification Tasks: A Systematic Evaluation. In ISMIR.

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(2023). 8+8=4: Formalizing Time Units to Handle Symbolic Music Durations. In CMMR 2023.

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(2023). Automatic Note-Level Score-to-Performance Alignments in the ASAP Dataset. In TISMIR.

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(2023). The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist. In IJCAI.

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(2022). Cadence Detection in Symbolic Classical Music using Graph Neural Networks. In ISMIR.

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(2022). Partitura: A Python Package for Symbolic Music Processing. In MEC.

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(2022). The match file format: Encoding Alignments between Scores and Performances. In MEC.

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(2022). Towards Quantifying Differences in Expressive Piano Performances: Are Euclidean-like Distance Measures Enough?. In RPPW2021.

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(2020). Music genre descriptor for classification based on Tonnetz trajectories. In JIM.

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