Biodiversity Monitoring

Interactive Weak Supervision for Transferring Sound Libraries to Passive Acoustic Monitoring

Passive Acoustic Monitoring (PAM) enables continuous and non-invasive biodiversity monitoring, but analysing large acoustic datasets remains difficult because sound event detectors usually require temporally precise annotations. Creating such instance-level labels is expensive and requires expert knowledge. At the same time, museum and community-run sound libraries provide large numbers of animal Read more

By Franziska Scheurer, ago

KI2025: IML presents Research on Efficient Bioacoustic Analysis

At the KI2025 Conference in Potsdam, Hannes Kath from the Chair of Applied Artificial Intelligence at the University of Oldenburg and the Interactive Machine Learning department presented the research paper “Intermediate-Task Transfer Learning for Bioacoustic Data”. KI2025 is one of the premier European conferences on artificial intelligence bringing together researchers, Read more

By Anika Heinen-Hilgemeyer, ago