Resource-Efficient Pet Dog Sound Events Classification Using LSTM-FCN Based on Time-Series Data

Resource-Efficient Pet Dog Sound Events Classification Using LSTM-FCN Based on Time-Series Data

The use of IoT (Internet of Things) technology for the management of pet dogs left alone at home is increasing. This includes tasks such as automatic feeding, operation of play equipment, and location detection. Classification of the vocalizations of pet dogs using information from a sound sensor is...

Full description

Bibliographic Details
Main Authors: Yunbin Kim, Jaewon Sa, Yongwha Chung, Daihee Park, Sungju Lee
Format: Article
Language:English
Published: MDPI AG 2018-11-01
Series:Sensors
Subjects:
pet dogs
separation anxiety
IoT sensor
sound events processing
resource efficiency
LSTM-FCN
Online Access:https://www.mdpi.com/1424-8220/18/11/4019

Internet

https://www.mdpi.com/1424-8220/18/11/4019

Similar Items