MRecGen: Multimodal Appropriate Reaction Generator

07/05/2023
by   Jiaqi Xu, et al.
0

Verbal and non-verbal human reaction generation is a challenging task, as different reactions could be appropriate for responding to the same behaviour. This paper proposes the first multiple and multimodal (verbal and nonverbal) appropriate human reaction generation framework that can generate appropriate and realistic human-style reactions (displayed in the form of synchronised text, audio and video streams) in response to an input user behaviour. This novel technique can be applied to various human-computer interaction scenarios by generating appropriate virtual agent/robot behaviours. Our demo is available at <https://github.com/SSYSteve/MRecGen>.

READ FULL TEXT
research
05/25/2023

ReactFace: Multiple Appropriate Facial Reaction Generation in Dyadic Interactions

In dyadic interaction, predicting the listener's facial reactions is cha...
research
05/24/2023

Reversible Graph Neural Network-based Reaction Distribution Learning for Multiple Appropriate Facial Reactions Generation

Generating facial reactions in a human-human dyadic interaction is compl...
research
06/11/2023

REACT2023: the first Multi-modal Multiple Appropriate Facial Reaction Generation Challenge

The Multi-modal Multiple Appropriate Facial Reaction Generation Challeng...
research
02/13/2023

Multiple Appropriate Facial Reaction Generation in Dyadic Interaction Settings: What, Why and How?

According to the Stimulus Organism Response (SOR) theory, all human beha...
research
06/08/2022

Decentralized, not Dehumanized in the Metaverse: Bringing Utility to NFTs through Multimodal Interaction

User Interaction for NFTs (Non-fungible Tokens) is gaining increasing at...
research
07/04/2022

Interaction Transformer for Human Reaction Generation

We address the challenging task of human reaction generation which aims ...
research
11/25/2020

Anytime Prediction as a Model of Human Reaction Time

Neural networks today often recognize objects as well as people do, and ...

Please sign up or login with your details

Forgot password? Click here to reset