PinnedPublished inTowards Data ScienceVoice and Staff Separation in Symbolic Piano Music with GNNsThis post covers my recent paper Cluster and Separate: A GNN Approach to Voice and Staff Prediction for Score Engraving published at ISMIR…Oct 27, 20241Oct 27, 20241
PinnedPublished inTowards Data ScienceGraphMuse: A Python Library for Symbolic Music Graph ProcessingYes, music and graphs do mix!Oct 17, 20244Oct 17, 20244
Published inTowards Data SciencePerception-Inspired Graph Convolution for Music Understanding TasksThis article discusses MusGConv, a perception-inspired graph convolution block for symbolic musical applications.Jul 9, 20241Jul 9, 20241
From Notes to Insights: Visualizing Graph Neural Network Explanations with SMUG-ExplainDiscover SMUG-Explain, a framework that makes GNNs in music interpretable and explore its applications in cadence detection and…Jun 24, 2024Jun 24, 2024
Published inTowards Data ScienceRoman Numeral Analysis with Graph Neural NetworksAn Introductory GuideOct 24, 20231Oct 24, 20231
