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Access Control Method for the Offline Home Automation System

Authors:
Mikołaj Pabiszczak
Monika Grajzer
Łukasz Sawicki

Keywords: voice-controlled home automation; Access Control; Decision Support System; Keyword Spotting

Abstract:
The paper proposes a Decision Support System for controlling access to the core functionalities of speech-based, embedded home automation devices working fully offline. The system is based on the Keyword Spotting technology recognizing custom keywords from a non-English language. Even though the performance of this technology in the scientific set-ups is relatively high, the reported false positive rates are still not sufficient for commercial application. Therefore, in our solution, we incorporate a number of computationally lightweight modules that considerably reduce the rate of false alarms while retaining an acceptable access rate.

Pages: 97 to 101

Copyright: Copyright (c) IARIA, 2020

Publication date: March 22, 2020

Published in: conference

ISSN: 2308-4375

ISBN: 978-1-61208-765-8

Location: Valencia, Spain

Dates: from November 21, 2020 to November 25, 2020