Software & Data Downloads — anomaly-score-normalization
Local Density-Based Anomaly Score Normalization for Domain Generalization for local density-based anomaly score normalization for domain generalization applied to unsupervised anomalous sound detection using the DCASE 2020, 2023, and 2024 task 2 datasets.
PyTorch code for local density-based anomaly score normalization for domain generalization applied to unsupervised anomalous sound detection using the DCASE 2020, 2023, and 2024 task 2 datasets.
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MERL Contacts
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Related Publications
- , "Keeping the Balance: Anomaly Score Calculation for Domain Generalization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49660.2025.10888402, April 2025.
BibTeX TR2025-030 PDF Software- @inproceedings{Wilkinghoff2025mar,
- author = {{{Wilkinghoff, Kevin and Yang, Haici and Ebbers, Janek and Germain, François G and Wichern, Gordon and Le Roux, Jonathan}}},
- title = {{{Keeping the Balance: Anomaly Score Calculation for Domain Generalization}}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2025,
- month = apr,
- doi = {10.1109/ICASSP49660.2025.10888402},
- url = {https://www.merl.com/publications/TR2025-030}
- }
- , "Keeping the Balance: Anomaly Score Calculation for Domain Generalization", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP49660.2025.10888402, April 2025.
Software & Data Downloads
Access software at https://github.com/merlresearch/anomaly-score-normalization.