@inproceedings{98001cc54b2e4c1ca4732cf0726b6f95,
title = "Intelligent Instruction-Based IoT Framework for Smart Home Applications using Speech Recognition",
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.",
keywords = "Internet of Things (IoT), Lo-RaWAN, Maichine Learning, Smart Home, Speech Recognition",
author = "Yao Ge and Shuja Ansari and Amir Abdulghani and Imran, {Muhammad Ali} and Abbasi, {Qammer H.}",
note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 4th IEEE International Conference on Smart Internet of Things, SmartIoT 2020 ; Conference date: 14-08-2020 Through 16-08-2020",
year = "2020",
month = aug,
doi = "10.1109/SmartIoT49966.2020.00037",
language = "English",
series = "Proceedings - 2020 IEEE International Conference on Smart Internet of Things, SmartIoT 2020",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "197--204",
booktitle = "Proceedings - 2020 IEEE International Conference on Smart Internet of Things, SmartIoT 2020",
address = "United States",
}