Home // eKNOW 2022, The Fourteenth International Conference on Information, Process, and Knowledge Management // View article

Decision Support System for Controlling Home Automation Appliances with Resource Constraints

Authors:
Agnieszka Bętkowska Cavalcante
Monika Grajzer
Michał Raszewski

Keywords: Access Control; voice-controlled home automation; Decision Support System; natural language communication; voice biometrics verification

Abstract:
We introduce a Decision Support System (DSS) for controlling access to embedded home automation devices working fully offline and with limited resources. To provide a hands-free and safe interface to its users, the system combines the following technologies: keyword spotting, speaker verification, automatic speech recognition and understanding, dialog management, and speech synthesis. The proposed system was implemented on an embedded device and tested in home and office environments for the English and Polish languages. In experiments, end-users gave a score of 8.4 out of 10 with respect to a subjective figure-of-merit we have proposed.

Pages: 62 to 68

Copyright: Copyright (c) IARIA, 2022

Publication date: June 26, 2022

Published in: conference

ISSN: 2308-4375

ISBN: 978-1-61208-986-7

Location: Porto,Portugal

Dates: from June 26, 2022 to June 30, 2022