Intelligent Instruction-Based IoT Framework for Smart Home Applications using Speech Recognition

Ge, Y., Ansari, S. , Abdulghani, A., Imran, M. A. and Abbasi, Q. (2020) Intelligent Instruction-Based IoT Framework for Smart Home Applications using Speech Recognition. In: IEEE SmartIoT 2020, Beijing, China, 14-16 Aug 2020, ISBN 9781728165141 (doi: 10.1109/SmartIoT49966.2020.00037)

Abstract

Design of a smart home using Internet of Things (IoT) and Machine Learning technology has been presented in this paper. This design is primarily based on LoRaWAN protocol and the main objective of this work was to establish an IoT network that is based on integration of sensors, gateway, network server and data visualization system. More importantly, intelligent speech recognition system is designed and presented here in detail as part of this work to achieve a novel futuristic smart home system design framework with intelligent instruction-based operation mechanism. In the case of low noise, the success rate of speaker recognition is above 90% based on THCHS-30 dataset.

• Item Type: Conference Proceedings
• Status: Published
• Refereed: Yes
• Glasgow Author(s) Enlighten ID: Ansari, Dr Shuja and Imran, Professor Muhammad and Abbasi, Professor Qammer and Abdulghani, Dr Amir Mohamed
• Authors: Ge, Y., Ansari, S., Abdulghani, A., Imran, M. A., and Abbasi, Q.
• College/School: College of Science and Engineering > School of Engineering > Electronics and Nanoscale Engineering; College of Science and Engineering > School of Engineering > Systems Power and Energy
• ISBN: 9781728165141
• Copyright Holders: Copyright © 2020 IEEE
• First Published: First published in 2020 IEEE International Conference on Smart Internet of Things (SmartIoT)
• Publisher Policy: Reproduced in accordance with the publisher copyright policy

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