Relevancy to Gratheon
buzzdetect contributes a reproducible software and data pipeline for processing long-duration field audio, a capability that can complement Gratheon's in-hive acoustics with monitoring of foraging activity around an apiary. Its public code, models, and Zenodo archive make it useful for evaluating audio segmentation, deployment workflows, and transfer learning on Gratheon recordings. The reported operating point must be interpreted carefully: 95% precision minimizes false buzz detections, but 27% sensitivity misses most buzz events. It is therefore a practical open baseline and data resource, not yet a drop-in production counter.
Code and data
Source and access
The preprint is available from bioRxiv under the Creative Commons Attribution 4.0 license.