Global birdsong embeddings enable superior transfer learning for bioacoustic classification

Abstract Automated bioacoustic analysis aids understanding and protection of both marine and terrestrial animals and their habitats across extensive spatiotemporal scales, and typically involves analyzing vast collections of acoustic data. With the advent of deep learning models, classification of i...

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Bibliographic Details
Main Authors: Burooj Ghani, Tom Denton, Stefan Kahl, Holger Klinck
Format: Article
Language:English
Published: Nature Portfolio 2023-12-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-49989-z