Sayeedul Islam Sheikh

Learning Ontology Informed Representations with Constraints for Acoustic Event Detection

Acoustic Event Detection (AED) has been of great interest for nearly a decade for diverse applications. Most open datasets contain meta information on the hierarchy of labels, which can be utilized for building robust AED systems. Our study aims at injecting this domain knowledge by enforcing ontolo…