AI & Machine Learning

Positive-Unlabelled Active Learning to Curate a Dataset for Orca Resident Interpretation

Ali Nemati2 days ago25 sec read2 views0 listens

Researchers have curated the largest dataset of Southern Resident Killer Whale (SRKW) acoustic data using a positive-unlabelled active learning approach, including over 30 years of audio recordings from various marine mammals. This dataset outperforms existing models in accuracy and energy efficiency, making it valuable for unsupervised machine translation, habitat usage surveys, and conservation efforts for endangered species.

Read the full article at arXiv cs.LG (ML)

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