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Bird Species Identification Using Spectrogram Based on Multi-Channel Fusion of DCNNs

Deep convolutional neural networks (DCNNs) have achieved breakthrough performance on bird species identification using a spectrogram of bird vocalization. Aiming at the imbalance of the bird vocalization dataset, a single feature identification model (SFIM) with residual blocks and modified, weighte...

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Detalles Bibliográficos
Autores principales: Zhang, Feiyu, Zhang, Luyang, Chen, Hongxiang, Xie, Jiangjian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8624801/
https://www.ncbi.nlm.nih.gov/pubmed/34828205
http://dx.doi.org/10.3390/e23111507