Author

Burooj Ghani

2 papers indexed here

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Preprint Aug 2026

ChiroEcho: extending automated bat vocalisation classification beyond the learned taxonomy

Bats are key indicators of ecosystem health and are protected throughout Europe, making reliable population monitoring a conservation priority. Their cryptic nocturnal lifestyle makes passive acoustic monitoring essential, yet automated identification remains difficult as echolocation calls vary with behaviour and envi...

Burooj Ghani, Welmoed R. Eversteijn, Milan van Hirtum et al. · 0 citations

#machine learning Open access Jan 2026

Linear probing enables Ship-Radiated Noise recognition with pretrained audio embeddings

This work conducts the first empirical comparative study of transfer learning for UATR, evaluating multiple pretrained audio models originating from diverse audio domains and shows that linear probing enables effective automatic UATR using pretrained audio models at low computational cost, significantly reducing the ne...

Hilde I. Hummel, S. Bhulai, Robert D. van der Mei et al. · Ecological Informatics · 3 citations