Time-frequency localization of bird calls in dense soundscapes

Researchers used YOLO11 models to localize bird vocalizations within dense tropical soundscapes by treating spectrograms as images. This method overcomes previous limitations by precisely identifying both time and frequency of calls, which is vital for understanding animal vocal adaptation to complex acoustic environments.

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