Automated detection of wolf howls using audio spectrogram transformers

Automated detection of wolf howls using audio spectrogram transformers

Abstract The grey wolf (Canis lupus) is a pivotal species for ecological studies. As a key participant in ecosystem processes, it also serves as a model for investigating social structure formation and ecological adaptation. However, the species’ complex social behavior, spatial dynamics, and expans...

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Main Authors: Nikolai Makarov, Andrey Savchenko, Iuliia Zemtsova, Maxim Novopoltsev, Andrey Poyarkov, Anastasia Viricheva, Maria Chistopolova, Alexander Nikol’skii, Jose A. Hernandez-Blanco
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Bioacoustics
Deep learning
Transformer
Wildlife monitoring
Signal processing
Online Access:https://doi.org/10.1038/s41598-025-11413-z
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https://doi.org/10.1038/s41598-025-11413-z

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