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.
Annals of the New York Academy Adaptive Loss Balancing for Bioacoustic Classification 27 of Sciences1134(1), 233–266 (2008)
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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.