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Beyond Discrimination: Calibrated Geoprior Fusion for Bioacoustic Monitoring

Sajja, Neha et al.
arXiv (All) · Papers
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Modern bioacoustic foundation models like Perch and BirdNET can identify species with high discriminative accuracy, yet their confidence scores are often uncalibrated and difficult to interpret as probabilities of real-world occurrence. This limits their use for ecological inference beyond threshold
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