On WiWa, factorised multi-task bird species and call-type classification with adaptive loss balancing improves call-type recognition most consistently, while preferred weighting and adaptation depth depend on backbone and task.
Proceedings of the Royal Society B: Biological Sciences288(1947), 20210225 (Mar 2021)
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Adaptive Loss Balancing for Multi-Task Bioacoustic Classification of Bird Species and Call Types
On WiWa, factorised multi-task bird species and call-type classification with adaptive loss balancing improves call-type recognition most consistently, while preferred weighting and adaptation depth depend on backbone and task.