@article{ART003074075},
author={Mun Seop Yun and Sang Hyuk Yoon and Ki Won Lee and Se Hoon Kim and Min Woo Lee and Ho-Young Kwak and Won Joo Lee},
title={A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2024},
volume={29},
number={4},
pages={23-30},
doi={10.9708/jksci.2024.29.04.023}
TY - JOUR
AU - Mun Seop Yun
AU - Sang Hyuk Yoon
AU - Ki Won Lee
AU - Se Hoon Kim
AU - Min Woo Lee
AU - Ho-Young Kwak
AU - Won Joo Lee
TI - A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker
JO - Journal of The Korea Society of Computer and Information
PY - 2024
VL - 29
IS - 4
PB - The Korean Society Of Computer And Information
SP - 23
EP - 30
SN - 1598-849X
AB - In this paper, we propose a deep learning-based personalized senior care service application. The proposed application uses Speech to Text technology to convert the user's speech into text and uses it as input to Autogen, an interactive multi-agent large-scale language model developed by Microsoft, for user convenience. Autogen uses data from previous conversations between the senior and ChatBot to understand the other user's intent and respond to the response, and then uses a back-end agent to create a wish list, a shared calendar, and a greeting message with the other user's voice through a deep learning model for voice cloning. Additionally, the application can perform home IoT services with SKT's AI speaker (NUGU). The proposed application is expected to contribute to future AI-based senior care technology.
KW - Senior Care;Autogen;Whisper;Speech to Text;Voice Cloning;AI Speaker
DO - 10.9708/jksci.2024.29.04.023
ER -
Mun Seop Yun, Sang Hyuk Yoon, Ki Won Lee, Se Hoon Kim, Min Woo Lee, Ho-Young Kwak and Won Joo Lee. (2024). A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker. Journal of The Korea Society of Computer and Information, 29(4), 23-30.
Mun Seop Yun, Sang Hyuk Yoon, Ki Won Lee, Se Hoon Kim, Min Woo Lee, Ho-Young Kwak and Won Joo Lee. 2024, "A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker", Journal of The Korea Society of Computer and Information, vol.29, no.4 pp.23-30. Available from: doi:10.9708/jksci.2024.29.04.023
Mun Seop Yun, Sang Hyuk Yoon, Ki Won Lee, Se Hoon Kim, Min Woo Lee, Ho-Young Kwak, Won Joo Lee "A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker" Journal of The Korea Society of Computer and Information 29.4 pp.23-30 (2024) : 23.
Mun Seop Yun, Sang Hyuk Yoon, Ki Won Lee, Se Hoon Kim, Min Woo Lee, Ho-Young Kwak, Won Joo Lee. A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker. 2024; 29(4), 23-30. Available from: doi:10.9708/jksci.2024.29.04.023
Mun Seop Yun, Sang Hyuk Yoon, Ki Won Lee, Se Hoon Kim, Min Woo Lee, Ho-Young Kwak and Won Joo Lee. "A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker" Journal of The Korea Society of Computer and Information 29, no.4 (2024) : 23-30.doi: 10.9708/jksci.2024.29.04.023
Mun Seop Yun; Sang Hyuk Yoon; Ki Won Lee; Se Hoon Kim; Min Woo Lee; Ho-Young Kwak; Won Joo Lee. A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker. Journal of The Korea Society of Computer and Information, 29(4), 23-30. doi: 10.9708/jksci.2024.29.04.023
Mun Seop Yun; Sang Hyuk Yoon; Ki Won Lee; Se Hoon Kim; Min Woo Lee; Ho-Young Kwak; Won Joo Lee. A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker. Journal of The Korea Society of Computer and Information. 2024; 29(4) 23-30. doi: 10.9708/jksci.2024.29.04.023
Mun Seop Yun, Sang Hyuk Yoon, Ki Won Lee, Se Hoon Kim, Min Woo Lee, Ho-Young Kwak, Won Joo Lee. A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker. 2024; 29(4), 23-30. Available from: doi:10.9708/jksci.2024.29.04.023
Mun Seop Yun, Sang Hyuk Yoon, Ki Won Lee, Se Hoon Kim, Min Woo Lee, Ho-Young Kwak and Won Joo Lee. "A Design and Implementation of The Deep Learning-Based Senior Care Service Application Using AI Speaker" Journal of The Korea Society of Computer and Information 29, no.4 (2024) : 23-30.doi: 10.9708/jksci.2024.29.04.023
