English(EN) CFGComposer: Compositional Audio-Text-to-Motion Generation via Copula Score Correction

新AI模型CFGComposer生成同步的音频-文本到动作手势

作者 PulseAugur 编辑部 · [1 个来源] · 2026-11-14 05:00

研究人员开发了CFGComposer，这是一种新颖的方法，用于生成与语音音频同步并与文本描述对齐的全身人类手势。该方法组合了两个独立训练的扩散模型，并通过对捕获跨模态交互的Copula分数进行建模来精炼它们的联合推理。在BEAT数据集上的实验表明，CFGComposer在语义保真度和节拍对齐方面达到了最先进水平，在人类评估中优于先前的方法。该系统在部署到Unitree G1人形机器人上时，也成功实现了从模拟到现实的迁移。 AI

影响这项研究通过改进逼真且同步的人类手势生成，推动了具身AI的发展，可能对机器人技术和虚拟角色动画产生影响。

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报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Pengyang Shi, Jinlu Zhang, Chunze Lin, Yizhou Wang, Li Yi · 2026-11-14 05:00

CFGComposer：通过 Copula 分数校正实现组合式音频-文本到运动生成

arXiv:2611.15101v1 Announce Type: cross Abstract: Generating whole-body gestures that are simultaneously rhythmically synchronized with speech audio and semantically aligned with text descriptions is a fundamental challenge in embodied AI and social robotics. We tackle this Audio…

本文如何被排名

报道来源 [1]

CFGComposer：通过 Copula 分数校正实现组合式音频-文本到运动生成

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