Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Articles Article Faculty Publications -Articles Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource ILeHCSA: an internet of things enabled smart home automation scheme with speech enabled controlling options using machine learning strategy Subject The topic of the resource Home automation; ILeHCSA; IoT; Machine learning; Smart home; Speech assistance Description An account of the resource Nowadays, communication schemes and the related automation logics have improved drastically, and people are moving from classical to intelligent applications. This naturally raises the growth ratio of the automation industry and enables researchers to work accordingly. The field of automation is essential in specific unavoidable environments such as hospitals, industrial units, individual residences, disaster areas, etc. In this paper, a novel machine-learning enabled speech-based home automation system is designed, called Intelligent Learning-enabled Home Controlling with Speech Assistance (ILeHCSA). This scheme integrates several latest technologies to control the home intelligently, including machine learning, speech assistance technology, and Internet of Things (IoT) support. Based on these advanced technologies, the logic of smart home automation systems has been designed in this approach, and it provides intellectual home controlling options to people. The following are the devices and sensors which are essential to control the electronic devices embedded into the home environment: Node Microcontroller Unit (MCU) Wi-Fi enabled Microcontroller, Relay Unit, Voice Capture Module with Mic, Speech-to-Text (STT) Converter Module, and Global Positioning System (GPS) to identify the location of the device. The machine-learning logic is utilized to provide a statistical analysis of device usage and to provide a clear summary and traces to maintain the device accordingly. These smart technologies can innovatively change the living atmosphere with sufficient support and comfort. The main intention of this paper is to provide a robust home automation system to support people efficiently, especially the people who are physically suffering from illness and the aged ones. The proposed work provides a 96.5% accuracy ratio when compared with other methods. 2021 Nismon Rio Robert et al. Creator An entity primarily responsible for making the resource Robert N.R.; Anija Starry B.; Samuel F.J.; Kala K.; Preethi J.J.; Kumar M.S.; Edison M. Source A related resource from which the described resource is derived International Journal of Advanced Technology and Engineering Exploration, Vol-8, No. 85, pp. 1695-1704. Publisher An entity responsible for making the resource available Accent Social and Welfare Society Date A point or period of time associated with an event in the lifecycle of the resource 2021-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.19101/IJATEE.2021.874618" target="_blank" rel="noreferrer noopener">https://doi.org/10.19101/IJATEE.2021.874618</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124160030&amp;doi=10.19101%2FIJATEE.2021.874618&amp;partnerID=40&amp;md5=70e8fe74eed387844d677ccde06365f7" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85124160030&amp;doi=10.19101%2fIJATEE.2021.874618&amp;partnerID=40&amp;md5=70e8fe74eed387844d677ccde06365f7</a> Rights Information about rights held in and over the resource All Open Access; Gold Open Access Relation A related resource ISSN: 23945443 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Article Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Robert N.R., Department of Computer Science, Christ University, Bangalore, India; Anija Starry B., Department of Computer Science, Christ University, Bangalore, India; Samuel F.J., Department of Information Technology, Bishop Heber College (Autonomous), Tamil Nadu, Tiruchirappalli, India; Kala K., Department of Computer Science, Nachiappa Swamigal Arts and Science College, Tamil Nadu, Karaikudi, India; Preethi J.J., Department of Computer Science, J.J. college of Arts and Science (Autonomous), Tamil Nadu, Pudukkottai, India; Kumar M.S., Department of Computer Applications, Madurai Kamaraj University, Tamil Nadu, Madurai, India; Edison M., Department of Computer Science, Patrician College of Arts and Science, Tamil Nadu, Chennai, India