A Fully Zero-Shot Approach to Obtaining Specialized and Compact Audio Tagging Models
A. Werning, R. Häb-Umbach, in: S. Möller, T. Gerkmann, D. Kolossa (Eds.), Proceedings of the 16th ITG Conference on Speech Communication, Berlin, 2025, pp. 76–80.

Distilling Efficient Audio Models using Data Pruning with CLAP
A. Werning, R. Häb-Umbach, in: Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 2025 (Ed.), Proceedings of DAS|DAGA 2025, Copenhagen, 2025.

Target-Specific Dataset Pruning for Compression of Audio Tagging Models
A. Werning, R. Haeb-Umbach, in: 32nd European Signal Processing Conference (EUSIPCO 2024), 2024.

UPB-NT submission to DCAS: Dataset pruning for targeted knowledge distillation
A. Werning, R. Haeb-Umbach, UPB-NT Submission to DCAS: Dataset Pruning for Targeted Knowledge Distillation, 2024.