ChatDirector: Enhancing Video Conferencing with Space-Aware Scene Rendering and Speech-Driven Layout Transition

要旨

Remote video conferencing systems (RVCS) are widely adopted in personal and professional communication. However, they often lack the co-presence experience of in-person meetings. This is largely due to the absence of intuitive visual cues and clear spatial relationships among remote participants, which can lead to speech interruptions and loss of attention. This paper presents ChatDirector, a novel RVCS that overcomes these limitations by incorporating space-aware visual presence and speech-aware attention transition assistance. ChatDirector employs a real-time pipeline that converts participants' RGB video streams into 3D portrait avatars and renders them in a virtual 3D scene. We also contribute a decision tree algorithm that directs the avatar layouts and behaviors based on participants' speech states. We report on results from a user study (N=16) where we evaluated ChatDirector. The satisfactory algorithm performance and complimentary subject user feedback imply that ChatDirector significantly enhances communication efficacy and user engagement.

著者
Xun Qian
Purdue University, West Lafayette, Indiana, United States
Feitong Tan
Google, Mountain View, California, United States
Yinda Zhang
Google, Mountain View, California, United States
Brian Collins
Google, San Francisco, California, United States
David Kim
Google, Zurich, Switzerland
Alex Olwal
Google Inc., Mountain View, California, United States
Karthik Ramani
Purdue University, West Lafayette, Indiana, United States
Ruofei Du
Google, San Francisco, California, United States
論文URL

https://doi.org/10.1145/3613904.3642110

動画

会議: CHI 2024

The ACM CHI Conference on Human Factors in Computing Systems (https://chi2024.acm.org/)

セッション: Supporting Communication Needs A

324
5 件の発表
2024-05-14 18:00:00
2024-05-14 19:20:00