• 대한전기학회
Mobile QR Code QR CODE : The Transactions of the Korean Institute of Electrical Engineers
  • COPE
  • kcse
  • 한국과학기술단체총연합회
  • 한국학술지인용색인
  • Scopus
  • crossref
  • orcid
Title A Study on Voice Command Learning of Smart Toy using Convolutional Neural Network
Authors 이경민(Kyung-Min Lee) ; 박철원(Chul-Won Park)
DOI http://doi.org/10.5370/KIEE.2018.67.9.1210
Page pp.1210-1215
ISSN 1975-8359
Keywords AI ; CNN ; IoT ; Smart toy ; Voice command ; Voice learning
Abstract Recently, as the IoT(Internet of Things) and AI(Artificial Intelligence) technologies have developed, smart toys that can understand and act on the language of human beings are being studied. In this paper, we study voice learning using CNN(Convolutional Neural Network) by applying artificial intelligence based voice secretary technology to smart toy. When a human voice command gives, Smart Toy recognizes human voice, converts it into text, analyzes the morpheme, and conducts tagging and voice learning. As a result of test for the simulator program implemented using Python, no malfunction occurred in a single command. And satisfactory results were obtained within the selected simulation condition range.