Acoustic Classification of Bird Species Using an Early Fusion of Deep Features

Bird sound classification plays an important role in large-scale temporal and spatial environmental monitoring. In this paper, we investigate both transfer learning and training from scratch for bird sound classification, where pre-trained models are used as feature extractors. Specifically, deep ca...

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Bibliographic Details
Main Authors: Jie Xie, Mingying Zhu
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Birds
Subjects:
Online Access:https://www.mdpi.com/2673-6004/4/1/11