Showing cs.SDShow all
2 papers · 1 filter
cs.SD2026
Extending Music Annotation Schemas: Zero-Shot Prediction or Few-Shot Adaptation?
Christos Plachouras, Emmanouil Benetos, Johan Pauwels
Automatic music annotation is typically tackled under the assumption of a fixed annotation schema. In practice, commercial music catalogs often need to accommodate new musical attr…
cs.SD2025
Learning Music Audio Representations With Limited Data
Christos Plachouras, Emmanouil Benetos, Johan Pauwels
Large deep-learning models for music, including those focused on learning general-purpose music audio representations, are often assumed to require substantial training data to ach…