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English(EN) Wan-Dancer: A Hierarchical Framework for Minute-scale Coherent Music-to-Dance Generation

Wan-Dancer框架可根据音乐生成分钟级连贯舞蹈视频

作者 PulseAugur 编辑部 · [5 个来源] ·

研究人员开发了Wan-Dancer，一个新颖的层级框架，能够从音乐生成超过一分钟的连贯舞蹈视频。该方法克服了现有扩散模型的时间限制，这些模型通常在20秒以上就会遇到困难。Wan-Dancer采用了一个两阶段过程，包括全局关键帧规划和局部时间细化，利用时间映射的RoPE嵌入和基于光流的损失函数来确保长程连贯性和运动连续性。该框架支持音频和文本提示的条件约束，展示了在多种舞蹈类型中的通用性，并确立了长篇舞蹈视频合成的新技术水平。 AI

影响 为长时AI视频合成设定了新的基准，可能对创意产业和动画工具产生影响。

排序理由 该集群描述了一篇详细介绍AI驱动视频生成新框架的研究论文。

在 arXiv cs.CV 阅读 →

AI 生成摘要 · Google Gemini · 来自 5 个来源。 我们如何撰写摘要 →

Wan-Dancer框架可根据音乐生成分钟级连贯舞蹈视频

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该集群描述了一篇详细介绍AI驱动视频生成新框架的研究论文。
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报道来源 [5]

  1. arXiv cs.AI TIER_1 English(EN) · Xinhao Cai, Yixuan Sun, Minghang Zheng, Qingchao Chen, Xin Jin, Song-chun Zhu, Yang Liu ·

    音乐到舞蹈生成通过原子运动

    arXiv:2607.13978v1 Announce Type: cross Abstract: Music-driven dance generation aims to produce human motion that is both rhythmically synchronized and semantically consistent with music. While recent neural approaches have achieved impressive visual realism, they typically model…

  2. arXiv cs.AI TIER_1 English(EN) · Yang Liu ·

    通过原子运动生成音乐到舞蹈

    Music-driven dance generation aims to produce human motion that is both rhythmically synchronized and semantically consistent with music. While recent neural approaches have achieved impressive visual realism, they typically model motion as a continuous signal and neglect its com…

  3. arXiv cs.CV TIER_1 English(EN) · Mingyang Huang, Peng Zhang, Li Hu, Guangyuan Wang, Bang Zhang ·

    Wan-Dancer：一种用于分钟级连贯音乐到舞蹈生成的层次化框架

    arXiv:2607.09581v1 Announce Type: new Abstract: Generating long-duration, high-definition, and rhythmically synchronized dance videos directly from music remains a significant challenge, primarily due to the temporal constraints of current diffusion models, which typically fail b…

  4. arXiv cs.CV TIER_1 English(EN) · Bang Zhang ·

    Wan-Dancer：一种用于分钟级连贯音乐到舞蹈生成的层级框架

    Generating long-duration, high-definition, and rhythmically synchronized dance videos directly from music remains a significant challenge, primarily due to the temporal constraints of current diffusion models, which typically fail beyond 20 seconds. Existing approaches, whether t…

  5. r/LocalLLaMA TIER_1 English(EN) · /u/pmttyji ·

    Wan-Dancer：一种用于分钟级连贯音乐到舞蹈生成的层次化框架

    <table> <tr><td> <a href="https://www.reddit.com/r/LocalLLaMA/comments/1uvdaq7/wandancer_a_hierarchical_framework_for/"> <img alt="Wan-Dancer: A Hierarchical Framework for Minute-scale Coherent Music-to-Dance Generation" src="https://preview.redd.it/t9wmsirbc0dh1.png?width=640&am…

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