4 Publications
2025 | Conference Paper | LibreCat-ID: 62163
Werning A, Häb-Umbach R. A Fully Zero-Shot Approach to Obtaining Specialized and Compact Audio Tagging Models. In: Möller S, Gerkmann T, Kolossa D, eds. Proceedings of the 16th ITG Conference on Speech Communication. ; 2025:76-80.
LibreCat
2025 | Conference Paper | LibreCat-ID: 59900
Werning A, Häb-Umbach R. 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. ; 2025.
LibreCat
2024 | Report | LibreCat-ID: 57161
Werning A, Haeb-Umbach R. UPB-NT Submission to DCASE24: Dataset Pruning for Targeted Knowledge Distillation.; 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57160
Werning A, Haeb-Umbach R. Target-Specific Dataset Pruning for Compression of Audio Tagging Models. In: 32nd European Signal Processing Conference (EUSIPCO 2024). ; 2024.
LibreCat
| Files available
4 Publications
2025 | Conference Paper | LibreCat-ID: 62163
Werning A, Häb-Umbach R. A Fully Zero-Shot Approach to Obtaining Specialized and Compact Audio Tagging Models. In: Möller S, Gerkmann T, Kolossa D, eds. Proceedings of the 16th ITG Conference on Speech Communication. ; 2025:76-80.
LibreCat
2025 | Conference Paper | LibreCat-ID: 59900
Werning A, Häb-Umbach R. 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. ; 2025.
LibreCat
2024 | Report | LibreCat-ID: 57161
Werning A, Haeb-Umbach R. UPB-NT Submission to DCASE24: Dataset Pruning for Targeted Knowledge Distillation.; 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57160
Werning A, Haeb-Umbach R. Target-Specific Dataset Pruning for Compression of Audio Tagging Models. In: 32nd European Signal Processing Conference (EUSIPCO 2024). ; 2024.
LibreCat
| Files available