INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016
open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15
Bird Identification Based On The Sound Using Neural Networks
Authors Name:
Gowthami Gowda J S
Unique Id:
IJSDR2207044
Published In:
Volume 7 Issue 7, July-2022
Abstract:
The paper proposes to identify the bird call using various image and audio classification techniques. The paper brings about a neural network model in combination of machine learning classifiers. To identify the bird call in the audio file by directing the model to pay close attention to the spectrogram images extracted from the audio clippings of birds. The designed set of models achieved the accuracy between the ranges of 89% to 98% on the testing audio set.
Keywords:
ANN, ANN+SVC, ANN+KNC, LSTM, LSTM+SVC, LSTM+KNC, Audio classification
Cite Article:
"Bird Identification Based On The Sound Using Neural Networks", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.7, Issue 7, page no.322 - 329, July-2022, Available :http://www.ijsdr.org/papers/IJSDR2207044.pdf
Downloads:
000337212
Publication Details:
Published Paper ID: IJSDR2207044
Registration ID:200865
Published In: Volume 7 Issue 7, July-2022
DOI (Digital Object Identifier):
Page No: 322 - 329
Publisher: IJSDR | www.ijsdr.org
ISSN Number: 2455-2631
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