Anuran call synthesis with diffusion models for enhanced bioacoustic classification under data scarcity
Addressing data scarcity in anuran bioacoustic monitoring, this study introduces diffusion probabilistic models (DPMs) for generating realistic calls and demonstrates their efficacy in data augmentation. A DPM framework combined with FID-based selection ensured synthetic call quality, with initial r...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-12-01
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| Series: | Ecological Informatics |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S1574954125003310 |
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