Modeling the Conditional Distribution of Co-Speech Upper Body Gesture Jointly Using Conditional-GAN and Unrolled-GAN

Modeling the Conditional Distribution of Co-Speech Upper Body Gesture Jointly Using Conditional-GAN and Unrolled-GAN

Co-speech gestures are a crucial, non-verbal modality for humans to communicate. Social agents also need this capability to be more human-like and comprehensive. This study aims to model the distribution of gestures conditioned on human speech features. Unlike previous studies that try to find injec...

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Bibliographic Details
Main Authors: Bowen Wu, Chaoran Liu, Carlos Toshinori Ishi, Hiroshi Ishiguro
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Electronics
Subjects:
gesture generation
social robots
generative model
neural network
deep learning
Online Access:https://www.mdpi.com/2079-9292/10/3/228

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