Studying domain shifts in bioacoustic recording style between focal and soundscape recordings with acoustic indices

A major challenge in machine learning (ML) for studying passive acoustic monitoring is the domain shift between directional, handheld, well-labeled focal audio data and omnidirectional, passively recorded, under-labeled soundscapes. ML models trained on the vastly more labeled focal recording datase...

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Hlavní autoři:	Sean Perry, Tianqi Zhang, Siya Kamboj, Anu Jajodia, Dhruv Tomar, Ryan Kastner
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Elsevier 2026-05-01
Edice:	Ecological Informatics
Témata:	Bioacoustics Domain shift Machine learning Focal recordings Soundscape recordings Passive acoustic monitoring
On-line přístup:	http://www.sciencedirect.com/science/article/pii/S1574954126001457
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