Active Bird2Vec: Towards End-to-End Bird Sound Monitoring with Transformers

Lukas Rauch, Raphael Schwinger, Moritz Wirth +3

We propose a shift towards end-to-end learning in bird sound monitoring by combining self-supervised (SSL) and deep active learning (DAL). Leveraging transformer models, we aim to…