Publications

Tobias Morocutti, Emmanouil Karystinaios, Jonathan Greif, Gerhard Widmer (2026). Multi-Stage Music Source Restoration with BandSplit-RoFormer Separation and HiFi++ GAN. ICASSP MSR Challenge.

Deepak Kumar, Emmanouil Karystinaios, Gerhard Widmer, Markus Schedl (2026). How Far Can Pretrained LLMs Go in Symbolic Music? Controlled Comparisons of Supervised and Preference-based Adaptation. NLP4MusA 2026.

Emmanouil Karystinaios (2025). WeaveMuse: An Open Agentic System for Multimodal Music Understanding and Generation. In LLM4MA.

Baptiste Hilaire, Emmanouil Karystinaios, Gerhard Widmer (2025). MUSE-Explainer: Counterfactual Explanations for Symbolic Music Graph Classification Models. In CMMR.

Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer (2025). EngravingGNN: A Hybrid Graph Neural Network for End‐to‐End Piano Score Engraving. In TENOR.

Emmanouil Karystinaios, Johannes Hentschel, Markus Neuwirth, Gerhard Widmer (2025). AnalysisGNN: Unified Music Analysis with Graph Neural Networks. In CMMR.

Emmanouil Nikolakakis, Joann Ching, Emmanouil Karystinaios, Gabrielle Sipin, Gerhard Widmer, Razvan Marinescu (2024). Language Models for Music Medicine Generation. In ISMIR.

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

Emmanouil Karystinaios, Gerhard Widmer (2024). GraphMuse: A Library for Symbolic Music Graph Processing. In ISMIR.

Francesco Foscarin, Emmanouil Karystinaios, Eita Nakamura, Gerhard Widmer (2024). Cluster and Separate: a GNN Approach to Voice and Staff Prediction for Score Engraving. In ISMIR.

Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer (2024). SMUG-Explain: A Framework for Symbolic Music Graph Explanations. In SMC.

Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer (2024). Perception-Inspired Graph Convolution for Music Understanding Tasks. In IJCAI.

Silvan David Peter, Carlos Cancino-Chacón, Emmanouil Karystinaios, Gerhard Widmer (2023). Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance. arXiv.

Huan Zhang, Emmanouil Karystinaios, Simon Dixon, Gerhard Widmer, Carlos Canchino Chacon (2023). Symbolic Music Representations for Classification Tasks: A Systematic Evaluation. In ISMIR.

PDF Code Poster DOI

Emmanouil Karystinaios, Gerhard Widmer (2023). Roman Numeral Analysis with Graph Neural Networks: Onset-wise Predictions from Note-wise Features. In ISMIR.

Emmanouil Karystinaios, Francesco Foscarin, Florent Jacquemard, Masahiko Sakai, Satoshi Tojo, Gerhard Widmer (2023). 8+8=4: Formalizing Time Units to Handle Symbolic Music Durations. In CMMR 2023.

Silvan Peter, Carlos Cancino-Chacón, Francesco Foscarin, Andrew Philip McLeod, Florian Henkel, Emmanouil Karystinaios, Gerhard Widmer (2023). Automatic Note-Level Score-to-Performance Alignments in the ASAP Dataset. In TISMIR.

Carlos Cancino-Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Nimrod Varga, Gerhard Widmer (2023). The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist. In IJCAI.

Emmanouil Karystinaios, Francesco Foscarin, Gerhard Widmer (2023). Musical Voice Separation as Link Prediction: Modeling a Musical Perception Task as a Multi-Trajectory Tracking Problem. In IJCAI.

Emmanouil Karystinaios, Gerhard Widmer (2022). Cadence Detection in Symbolic Classical Music using Graph Neural Networks. In ISMIR.

PDF Code Dataset DOI

Carlos Canchino Chacon, Silvan Peter, Emmanouil Karystinaios, Francesco Foscarin, Maarten Grachten, Gerhard Widmer (2022). Partitura: A Python Package for Symbolic Music Processing. In MEC.

Francesco Foscarin, Emmanouil Karystinaios, Silvan Peter, Carlos Canchino Chacon, Maarten Grachten, Gerhard Widmer (2022). The match file format: Encoding Alignments between Scores and Performances. In MEC.

PDF Source Document DOI

Carlos Canchino Chacon, Silvan Peter, Emmanouil Karystinaios, Gerhard Widmer (2022). Towards Quantifying Differences in Expressive Piano Performances: Are Euclidean-like Distance Measures Enough?. In RPPW2021.

Emmanouil Karystinaios, Corentin Guichaoua, Moreno Andreatta, Louis Bigo, Isabelle Bloch (2020). Music genre descriptor for classification based on Tonnetz trajectories. In JIM.