Birdsongs recognition based on ensemble ELM with multi-strategy differential evolution

Abstract Birds are a kind of environmental indicator organism, which can reflect the changes in the ecological environment and biodiversity, and recognition of birdsongs can further help understand and protect birds and natural environment. Extreme learning machine (ELM) has the advantages of fast l...

Full description

Bibliographic Details
Main Authors: Shanshan Xie, Yan Zhang, Danjv Lv, Haifeng Xu, Jiang Liu, Yue Yin
Format: Article
Language:English
Published: Nature Portfolio 2022-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-13957-w