Graph Neural Networks

AnalysisGNN: From Prediction to Collaboration

Our ISMIR 2026 paper and the AnalysisGNN web demo show how a Roman-numeral prediction model can support a human-led annotation workflow.

Emmanouil Karystinaios

Nov 8, 2026 11 min read Music Information Retrieval

AnalysisGNN: From Prediction to Collaboration

From Prediction to Collaboration: Interactive Symbolic Music Analysis

RNHybrid combines contextual score representations with graph modeling to predict Roman numerals, complete partial annotations, and …

Emmanouil Karystinaios, Johannes Hentschel, Markus Neuwirth, Gerhard Widmer