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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.SD2026
Finetuning Strategies for Querying Sounds by Vocal Imitation
Aditya Bhattacharjee, Christos Plachouras, Sungkyun Chang +1
This technical report describes our winning submission to the AES AIMLA 2025 Challenge on querying sound effects by vocal imitation. We investigate two complementary fine-tuning st…