Task vector arithmetic on near-orthogonal bioacoustic models allows composing multi-taxa classifiers without data sharing, with asymmetric accuracy gains for underrepresented taxa.
The niche hypothesis: a virtual symphony of animal sounds, the origins of musical expression and the health of habitats
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Ecologically-Constrained Task Arithmetic for Multi-Taxa Bioacoustic Classifiers Without Shared Data
Task vector arithmetic on near-orthogonal bioacoustic models allows composing multi-taxa classifiers without data sharing, with asymmetric accuracy gains for underrepresented taxa.