Transfer Learning for Improved Audio-Based Human Activity Recognition

Human activities are accompanied by characteristic sound events, the processing of which might provide valuable information for automated human activity recognition. This paper presents a novel approach addressing the case where one or more human activities are associated with limited audio data, re...

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Bibliographic Details
Main Authors: Stavros Ntalampiras, Ilyas Potamitis
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Biosensors
Subjects:
Online Access:http://www.mdpi.com/2079-6374/8/3/60