Back to Search Start Over

AI based Birds Sound Classification Using Convolutional Neural Networks

Authors :
R. Anand
S. Veni
C Dinesh
S Karthikeyan
M Gowtham
T. Shanthi
Source :
IOP Conference Series: Earth and Environmental Science. 785:012015
Publication Year :
2021
Publisher :
IOP Publishing, 2021.

Abstract

To classify and recognize the sounds which are produced by the birds which are used for the identification of species of the bird. The identification of bird species in captured audio files will be a transformational method for scholars, wildlife biologists and birders. In latest years, artificial neural networks have dramatically increased the detection efficiency of bird species recognition using machine learning systems. There is a lot of study in audio recognition using machine learning. This work may help for the easy identification of birds living in a locality and studying of birds’ migration.

Details

ISSN :
17551315 and 17551307
Volume :
785
Database :
OpenAIRE
Journal :
IOP Conference Series: Earth and Environmental Science
Accession number :
edsair.doi...........4ddb18a85f5e4dbc0b98d3588a9948d9
Full Text :
https://doi.org/10.1088/1755-1315/785/1/012015