4 Publications
2025 | Conference Paper | LibreCat-ID: 62163
Werning, Alexander, and Reinhold Häb-Umbach. “A Fully Zero-Shot Approach to Obtaining Specialized and Compact Audio Tagging Models.” In Proceedings of the 16th ITG Conference on Speech Communication, edited by Sebastian Möller, Timo Gerkmann, and Dorothea Kolossa, 76–80. Berlin, 2025.
LibreCat
2025 | Conference Paper | LibreCat-ID: 59900
Werning, Alexander, and Reinhold Häb-Umbach. “Distilling Efficient Audio Models Using Data Pruning with CLAP.” In Proceedings of DAS|DAGA 2025, edited by Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 2025. Copenhagen, 2025.
LibreCat
2024 | Report | LibreCat-ID: 57161
Werning, Alexander, and Reinhold Haeb-Umbach. UPB-NT Submission to DCASE24: Dataset Pruning for Targeted Knowledge Distillation, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57160
Werning, Alexander, and Reinhold Haeb-Umbach. “Target-Specific Dataset Pruning for Compression of Audio Tagging Models.” In 32nd European Signal Processing Conference (EUSIPCO 2024), 2024.
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4 Publications
2025 | Conference Paper | LibreCat-ID: 62163
Werning, Alexander, and Reinhold Häb-Umbach. “A Fully Zero-Shot Approach to Obtaining Specialized and Compact Audio Tagging Models.” In Proceedings of the 16th ITG Conference on Speech Communication, edited by Sebastian Möller, Timo Gerkmann, and Dorothea Kolossa, 76–80. Berlin, 2025.
LibreCat
2025 | Conference Paper | LibreCat-ID: 59900
Werning, Alexander, and Reinhold Häb-Umbach. “Distilling Efficient Audio Models Using Data Pruning with CLAP.” In Proceedings of DAS|DAGA 2025, edited by Deutsche Gesellschaft für Akustik e.V. (DEGA), Berlin, 2025. Copenhagen, 2025.
LibreCat
2024 | Report | LibreCat-ID: 57161
Werning, Alexander, and Reinhold Haeb-Umbach. UPB-NT Submission to DCASE24: Dataset Pruning for Targeted Knowledge Distillation, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57160
Werning, Alexander, and Reinhold Haeb-Umbach. “Target-Specific Dataset Pruning for Compression of Audio Tagging Models.” In 32nd European Signal Processing Conference (EUSIPCO 2024), 2024.
LibreCat
| Files available