자료유형  

 학위논문

Control Number  

0017161671

International Standard Book Number  

9798384448846

Dewey Decimal Classification Number  

004

Main Entry-Personal Name  

Ng, Evonne.

Publication, Distribution, etc. (Imprint  

[S.l.] : University of California, Berkeley., 2024

Publication, Distribution, etc. (Imprint  

Ann Arbor : ProQuest Dissertations & Theses, 2024

Physical Description  

101 p.

General Note  

Source: Dissertations Abstracts International, Volume: 86-03, Section: A.

General Note  

Advisor: Darrell, Trevor;Kanazawa, Angjoo.

Dissertation Note  

Thesis (Ph.D.)--University of California, Berkeley, 2024.

Summary, Etc.  

요약As social agents, humans have social intelligence that enables them to engage with others through complex signals such as facial expressions, body motion, and speech, among other communication modalities. Building systems that can perceive and model these fine-grain interaction dynamics is therefore essential for advancing human-machine interactions in everyday life. This thesis explores a few fundamental building blocks towards building such systems that can understand and exhibit appropriate gestural motion in conversational settings. The first work explores patterns in dyadic interactions by modeling the nonverbal conversational dynamics between the facial expressions of a speaker and a listener. The second builds upon this prior work, expanding the investigation towards modeling full-body dynamics. Finally the last work takes a step towards incorporating higher-level syntactic understanding by leveraging large language models to model listener-speaker dynamics.

Subject Added Entry-Topical Term  

Computer science.

Subject Added Entry-Topical Term  

Engineering.

Subject Added Entry-Topical Term  

Communication.

Subject Added Entry-Topical Term  

Information technology.

Index Term-Uncontrolled  

Animation

Index Term-Uncontrolled  

Computer vision

Index Term-Uncontrolled  

Conversational AI

Index Term-Uncontrolled  

Deep learning

Index Term-Uncontrolled  

Gesture generation

Index Term-Uncontrolled  

Conversational settings

Added Entry-Corporate Name  

University of California, Berkeley Electrical Engineering & Computer Sciences

Host Item Entry  

Dissertations Abstracts International. 86-03A.

Electronic Location and Access  

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Control Number  

joongbu:654059