4 Publications
2025 | Conference Paper | LibreCat-ID: 62163
Werning, A., & Häb-Umbach, R. (2025). A Fully Zero-Shot Approach to Obtaining Specialized and Compact Audio Tagging Models. In S. Möller, T. Gerkmann, & D. Kolossa (Eds.), Proceedings of the 16th ITG Conference on Speech Communication (pp. 76–80).
LibreCat
2025 | Conference Paper | LibreCat-ID: 59900
Werning, A., & Häb-Umbach, R. (2025). Distilling Efficient Audio Models using Data Pruning with CLAP. In Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 2025 (Ed.), Proceedings of DAS|DAGA 2025.
LibreCat
2024 | Report | LibreCat-ID: 57161
Werning, A., & Haeb-Umbach, R. (2024). UPB-NT submission to DCASE24: Dataset pruning for targeted knowledge distillation.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57160
Werning, A., & Haeb-Umbach, R. (2024). Target-Specific Dataset Pruning for Compression of Audio Tagging Models. 32nd European Signal Processing Conference (EUSIPCO 2024). 32nd European Signal Processing Conference, Lyon.
LibreCat
| Files available
4 Publications
2025 | Conference Paper | LibreCat-ID: 62163
Werning, A., & Häb-Umbach, R. (2025). A Fully Zero-Shot Approach to Obtaining Specialized and Compact Audio Tagging Models. In S. Möller, T. Gerkmann, & D. Kolossa (Eds.), Proceedings of the 16th ITG Conference on Speech Communication (pp. 76–80).
LibreCat
2025 | Conference Paper | LibreCat-ID: 59900
Werning, A., & Häb-Umbach, R. (2025). Distilling Efficient Audio Models using Data Pruning with CLAP. In Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 2025 (Ed.), Proceedings of DAS|DAGA 2025.
LibreCat
2024 | Report | LibreCat-ID: 57161
Werning, A., & Haeb-Umbach, R. (2024). UPB-NT submission to DCASE24: Dataset pruning for targeted knowledge distillation.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57160
Werning, A., & Haeb-Umbach, R. (2024). Target-Specific Dataset Pruning for Compression of Audio Tagging Models. 32nd European Signal Processing Conference (EUSIPCO 2024). 32nd European Signal Processing Conference, Lyon.
LibreCat
| Files available