감정에 기반한 가상인간의 대화 및 표정 실시간 생성 시스템 구현

Emotion-based Real-time Facial Expression Matching Dialogue System for Virtual Human
  • 김기락
  • 연희연
  • 은태영
  • 정문열

초록

Virtual humans are implemented with dedicated modeling tools like Unity 3D Engine in virtual space (virtual reality, mixed reality, metaverse, etc.). Various human modeling tools have been introduced to implement virtual human-like appearance, voice, expression, and behavior similar to real people, and virtual humans implemented via these tools can communicate with users to some extent. However, most of the virtual humans so far have stayed unimodal using only text or speech. As AI technologies advance, the outdated machine-centered dialogue system is now changing to a human-centered, natural multi-modal system. By using several pre-trained networks, we implemented an emotion-based multi-modal dialogue system, which generates human-like utterances and displays appropriate facial expressions in real-time.

키워드

Virtual HumanMulti-Modal DialogueUnityDialogue based on EmotionsGPT-2RoBERTa가상인간멀티모달 대화유니티감정기반 대화GPT-2RoBERTa
제목
감정에 기반한 가상인간의 대화 및 표정 실시간 생성 시스템 구현
제목 (타언어)
Emotion-based Real-time Facial Expression Matching Dialogue System for Virtual Human
저자
김기락연희연은태영정문열
DOI
10.15701/kcgs.2022.28.3.23
발행일
2022-07
저널명
한국컴퓨터그래픽스학회논문지
28
3
페이지
23 ~ 29