m4DL logoCentre for Digital Music PhD student Shubhr Singh will be presenting his recent work on “Local-Higher Order GNNs For Audio Classification And Tagging” as part of the Geometric Deep Learning workshop, taking place on 10-12 June 2024 at the University of Cambridge. The workshop is organised by the EPSRC’s Mathematics for Deep Learning programme grant (m4DL).

Shubhr’s work introduces the Local-Higher Order Graph Neural Network (LHGNN), which stands as a significant step forward in the field of audio classification and tagging, providing a robust framework that leverages graph-based and clustering methodologies to achieve high performance.