Deep Learning-Based Cattle Vocal Classification Model and Real-Time Livestock Monitoring System with Noise Filtering

Deep Learning-Based Cattle Vocal Classification Model and Real-Time Livestock Monitoring System with Noise Filtering

The priority placed on animal welfare in the meat industry is increasing the importance of understanding livestock behavior. In this study, we developed a web-based monitoring and recording system based on artificial intelligence analysis for the classification of cattle sounds. The deep learning cl...

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Bibliographic Details
Main Authors: Dae-Hyun Jung, Na Yeon Kim, Sang Ho Moon, Changho Jhin, Hak-Jin Kim, Jung-Seok Yang, Hyoung Seok Kim, Taek Sung Lee, Ju Young Lee, Soo Hyun Park
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Animals
Subjects:
cattle vocalization
sound classification
MFCC
convolutional neural network
Online Access:https://www.mdpi.com/2076-2615/11/2/357

Internet

https://www.mdpi.com/2076-2615/11/2/357

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