Publications

A short curated selection of my most important current publications. For a complete list, please visit my Google Scholar profile.

BAT: Better Audio Transformer Guided by Convex Gated Probing
OpenReview ↗arXiv ↗Code ↗
ICML 2026
Unmute the Patch Tokens: Rethinking Probing in Multi-Label Audio Classification
OpenReview ↗arXiv ↗Code ↗
ICLR 2026
Can Masked Autoencoders also Listen to Birds?
OpenReview ↗arXiv ↗Code ↗
TMLR 2025
AudioProtoPNet: An Interpretable Deep Learning Model for Bird Sound Classification
Paper ↗arXiv ↗Code ↗
Ecological Informatics
2025
BirdSet: A Large-Scale Dataset for Audio Classification in Avian Bioacoustics
OpenReview ↗Code ↗
ICLR 2025
Spotlight