ARPA-N with blocked nested cross-validation is presented as a robust whale-call detector, but the abstract's key 10x false-positive claim is absent from the reported experiments and several stated results contradict the tables.
The past, present, and future of underwater passive acoustic monitoring,
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GetNetUPAM: Ecologically Informed Nested Cross-Validation and Noise-Robust Attention for Marine Bioacoustic Monitoring
ARPA-N with blocked nested cross-validation is presented as a robust whale-call detector, but the abstract's key 10x false-positive claim is absent from the reported experiments and several stated results contradict the tables.