Instrument Role Classification: Auto-tagging for Loop Based Music

The proposed work introduces a new type of auto-tagging task, called "instrument role classification." We discuss why the task is necessary, and further introduce a definition regarding loop based music. We introduce a new dataset for this task, the Freesound Loop Dataset, and benchmark the performance of both neural network and non-neural network based multi-label classification models for six instrument roles