Midoriko chatbot: LSTM-Based emotional 3D avatar

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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

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.

Original languageEnglish
Title of host publication2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages937-940
Number of pages4
ISBN (Electronic)9781728135755
DOIs
StatePublished - Oct 2019
Event8th IEEE Global Conference on Consumer Electronics, GCCE 2019 - Osaka, Japan
Duration: 15 Oct 201918 Oct 2019

Publication series

Name2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019

Conference

Conference8th IEEE Global Conference on Consumer Electronics, GCCE 2019
Country/TerritoryJapan
CityOsaka
Period15/10/1918/10/19

Keywords

  • 3D module
  • Avatar
  • Chatbot
  • Companionship
  • LSTM
  • Neural Network
  • Unity

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