Midoriko chatbot: LSTM-Based emotional 3D avatar

Yu Ting Wan; Cheng Chun Chiu; Kai Wen Liang; Pao Chi Chang

doi:10.1109/GCCE46687.2019.9015303

Midoriko chatbot: LSTM-Based emotional 3D avatar

Yu Ting Wan, Cheng Chun Chiu, Kai Wen Liang, Pao Chi Chang

通訊工程學系

研究成果: 書貢獻/報告類型 › 會議論文篇章 › 同行評審

9 引文斯高帕斯（Scopus）

摘要

In this work, we developed a new model of chat robot with facial expression interaction. Different from the voice assistant that only interacts with text and voice, we let the chat robot interact with the user with a specific role play. A text-sentiment-analysis network is added to this system to recognize the emotion of the response sentences. Moreover, we created a 3D-constructed anime character 'Midoriko' to have the image of the chat robot more vivid. Our goal is to provide better experience to users. The technical parts of this work is based on neural network techniques.

原文	???core.languages.en_GB???
主出版物標題	2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019
發行者	Institute of Electrical and Electronics Engineers Inc.
頁面	937-940
頁數	4
ISBN（電子）	9781728135755
DOIs	https://doi.org/10.1109/GCCE46687.2019.9015303
出版狀態	已出版 - 10月 2019
事件	8th IEEE Global Conference on Consumer Electronics, GCCE 2019 - Osaka, Japan 持續時間: 15 10月 2019 → 18 10月 2019

出版系列

名字	2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	8th IEEE Global Conference on Consumer Electronics, GCCE 2019
國家/地區	Japan
城市	Osaka
期間	15/10/19 → 18/10/19

存取文件

10.1109/GCCE46687.2019.9015303

智慧型照護互動系統－基於深度智能之口語處理技術(2/4)
Wang, J.-C. (PI)
1/01/19 → 31/12/19
研究計畫: Research

引用此

Wan, Y. T., Chiu, C. C., Liang, K. W., & Chang, P. C. (2019). Midoriko chatbot: LSTM-Based emotional 3D avatar. 於 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019 (頁 937-940). 文章 9015303 (2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/GCCE46687.2019.9015303

@inproceedings{b27be7c9d4794f5597ede6bd978f6ae9,

title = "Midoriko chatbot: LSTM-Based emotional 3D avatar",

abstract = "In this work, we developed a new model of chat robot with facial expression interaction. Different from the voice assistant that only interacts with text and voice, we let the chat robot interact with the user with a specific role play. A text-sentiment-analysis network is added to this system to recognize the emotion of the response sentences. Moreover, we created a 3D-constructed anime character 'Midoriko' to have the image of the chat robot more vivid. Our goal is to provide better experience to users. The technical parts of this work is based on neural network techniques.",

keywords = "3D module, Avatar, Chatbot, Companionship, LSTM, Neural Network, Unity",

author = "Wan, {Yu Ting} and Chiu, {Cheng Chun} and Liang, {Kai Wen} and Chang, {Pao Chi}",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE.; 8th IEEE Global Conference on Consumer Electronics, GCCE 2019 ; Conference date: 15-10-2019 Through 18-10-2019",

year = "2019",

month = oct,

doi = "10.1109/GCCE46687.2019.9015303",

language = "???core.languages.en_GB???",

series = "2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "937--940",

booktitle = "2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019",

}

Wan, YT, Chiu, CC, Liang, KW & Chang, PC 2019, Midoriko chatbot: LSTM-Based emotional 3D avatar. 於 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019., 9015303, 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019, Institute of Electrical and Electronics Engineers Inc., 頁 937-940, 8th IEEE Global Conference on Consumer Electronics, GCCE 2019, Osaka, Japan, 15/10/19. https://doi.org/10.1109/GCCE46687.2019.9015303

Midoriko chatbot: LSTM-Based emotional 3D avatar. / Wan, Yu Ting; Chiu, Cheng Chun; Liang, Kai Wen 等.
2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019. Institute of Electrical and Electronics Engineers Inc., 2019. p. 937-940 9015303 (2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019).

研究成果: 書貢獻/報告類型 › 會議論文篇章 › 同行評審

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T1 - Midoriko chatbot

T2 - 8th IEEE Global Conference on Consumer Electronics, GCCE 2019

AU - Wan, Yu Ting

AU - Chiu, Cheng Chun

AU - Liang, Kai Wen

AU - Chang, Pao Chi

PY - 2019/10

Y1 - 2019/10

N2 - In this work, we developed a new model of chat robot with facial expression interaction. Different from the voice assistant that only interacts with text and voice, we let the chat robot interact with the user with a specific role play. A text-sentiment-analysis network is added to this system to recognize the emotion of the response sentences. Moreover, we created a 3D-constructed anime character 'Midoriko' to have the image of the chat robot more vivid. Our goal is to provide better experience to users. The technical parts of this work is based on neural network techniques.

AB - In this work, we developed a new model of chat robot with facial expression interaction. Different from the voice assistant that only interacts with text and voice, we let the chat robot interact with the user with a specific role play. A text-sentiment-analysis network is added to this system to recognize the emotion of the response sentences. Moreover, we created a 3D-constructed anime character 'Midoriko' to have the image of the chat robot more vivid. Our goal is to provide better experience to users. The technical parts of this work is based on neural network techniques.

KW - 3D module

KW - Avatar

KW - Chatbot

KW - Companionship

KW - LSTM

KW - Neural Network

KW - Unity

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U2 - 10.1109/GCCE46687.2019.9015303

DO - 10.1109/GCCE46687.2019.9015303

M3 - 會議論文篇章

AN - SCOPUS:85081949346

T3 - 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019

SP - 937

EP - 940

BT - 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019

PB - Institute of Electrical and Electronics Engineers Inc.

Y2 - 15 October 2019 through 18 October 2019

ER -

Midoriko chatbot: LSTM-Based emotional 3D avatar

摘要

出版系列

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指紋

專案

智慧型照護互動系統－基於深度智能之口語處理技術(2/4)

引用此