SGToolkit: An Interactive Gesture Authoring Toolkit for Embodied Conversational Agents
Youngwoo Yoon, Keunwoo Park, Minsu Jang, Jaehong Kim, Geehyuk Lee
Abstract
Republic of Korea JAEHONG KIM, ETRI, Republic of Korea GEEHYUK LEE, KAIST, Republic of Korea Non-verbal behavior is essential for embodied agents like social robots, virtual avatars, and digital humans. Existing behavior authoring approaches including keyframe animation and motion capture are too expensive to use when there are numerous utterances requiring gestures. Automatic generation methods show promising results, but their output quality is not satisfactory yet, and it is hard to modify outputs as a gesture designer wants. We introduce a new gesture generation toolkit, named SGToolkit, which gives a higher quality output than automatic methods and is more efficient than manual authoring. For the toolkit, we propose a neural generative model that synthesizes gestures from speech and accommodates fine-level pose controls and coarse-level style controls from users. The user study with 24 participants showed that the toolkit is favorable over manual authoring, and the generated gestures were also human-like and appropriate to input speech. The SGToolkit is platform agnostic, and the code is available at https://github.com/ai4r/SGToolkit.
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Cited by top-tier papers2
- A Motion Matching-based Framework for Controllable Gesture Synthesis from SpeechIkhsanul Habibie, Mohamed A. Elgharib, Kripasindhu Sarkar, Ahsan Abdullah et al.SIGGRAPH 2022 · 62 citations
- GestureHYDRA: Semantic Co-Speech Gesture Synthesis via Hybrid Modality Diffusion Transformer and Cascaded-Synchronized Retrieval-Augmented GenerationQuanwei Yang, Luying Huang, Kaisiyuan Wang, Jiazhi Guan et al.ICCV 2025 · 5 citations
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