EmpaAva: An Open-source Agentic 3D-Avatar Empathetic Live Chatbot
Jie Yang, Wenhao Xu, Shuhui Lin, Hao Fei
cs.CL
Submitted: 2026-08-05
Comments: Project&Demo: https://empaava.top/
Code: https://github.com/netease-youdao/EmotiVoice
License: http://creativecommons.org/licenses/by-nc-nd/4.0/
The gist: This paper presents EmpaAva, to our knowledge the first open-source, agentic 3D-avatar empathetic chatbot, which carries empathetic response generation (ERG) from text-only exchanges into live,
Terminology
Abstract
This paper presents EmpaAva, to our knowledge the first open-source, agentic 3D-avatar empathetic chatbot, which carries empathetic response generation (ERG) from text-only exchanges into live, face-to-face interaction. Through a video-call-like interface, a user speaks to a 3D digital human that reads their affect from speech and optional vision, and replies with emotional speech, lip-synced facial motion, and photorealistic 3D Gaussian rendering. At its core, an LLM coordinates a Tri-Agent Architecture, in which perception, empathetic response planning, and embodied rendering form a closed loop, paired with a Response Planning layer that compiles each reply into an executable multimodal plan, keeping voice, expression, and rendering on one empathetic intent. Building on strong open-source modules, EmpaAva supplies the intelligence that binds them into one controllable, inspectable experience. In automatic and human evaluations, EmpaAva surpasses text-only, 2D talking-face, and multimodal avatar baselines in emotion understanding, response quality, and audio-visual consistency. We open-source EmpaAva with an online live demo.
Sources
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- A$^2$-LLM: An End-to-end Conversational Audio Avatar Large Language Model
- DEEPTalk: Dynamic Emotion Embedding for Probabilistic Speech-Driven 3D Face Animation
- MIME: MIMicking Emotions for Empathetic Response Generation
- GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians
- Recipes for building an open-domain chatbot
- The Rise and Potential of Large Language Model Based Agents: A Survey
- When Words Smile: Generating Diverse Emotional Facial Expressions from Text
- Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation
- Towards Multimodal Empathetic Response Generation: A Rich Text-Speech-Vision Avatar-based Benchmark
- SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
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