Improving weakly supervised sound event detection with self-supervised auxiliary tasks

Soham Deshmukh, Bhiksha Raj, Rita Singh

While multitask and transfer learning has shown to improve the performance of neural networks in limited data settings, they require pretraining of the model on large datasets befo…