Long-Range Bird Species Identification Using Directional Microphones and CNNs

Long-Range Bird Species Identification Using Directional Microphones and CNNs

This study explores the integration of directional microphones with convolutional neural networks (CNNs) for long-range bird species identification. By employing directional microphones, we aimed to capture high-resolution audio from specific directions, potentially improving the clarity of bird cal...

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Bibliographic Details
Main Authors: Tiago Garcia, Luís Pina, Magnus Robb, Jorge Maria, Roel May, Ricardo Oliveira
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Machine Learning and Knowledge Extraction
Subjects:
long-range bird identification
directional microphones
convolutional neural networks (CNNs)
acoustic monitoring
Online Access:https://www.mdpi.com/2504-4990/6/4/115
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