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English(EN) FlowSonic: Stable Zero-Shot Music Editing via High-Order Trajectory Integration

FlowSonic 通过扩散变换器实现稳定的零样本音乐编辑

研究人员开发了 FlowSonic,一个使用经过修正流训练的扩散变换器进行零样本音乐编辑的新框架。该方法旨在平衡语义变化与保留录音的原始结构。FlowSonic 通过确定性地将录音反演到潜在空间,并通过交叉注意力表示来维护音乐结构,同时采用高阶 ODE 求解器来增强编辑过程中的数值稳定性和可靠性。 AI

影响 该框架可以实现更精确、更稳定的 AI 驱动的音频内容操作,影响音乐制作和编辑工具。

排序理由 该集群描述了一篇详细介绍新颖音乐编辑框架的新研究论文。

在 Hugging Face Daily Papers 阅读 →

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FlowSonic 通过扩散变换器实现稳定的零样本音乐编辑

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该集群描述了一篇详细介绍新颖音乐编辑框架的新研究论文。
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报道来源 [2]

  1. arXiv cs.LG TIER_1 English(EN) · Ali Boudaghi, Hadi Zare ·

    FlowSonic:通过高阶轨迹集成实现稳定的零样本音乐编辑

    arXiv:2607.17526v1 Announce Type: cross Abstract: Zero-shot text-guided editing of real-world music recordings requires balancing semantic modification with faithful preservation of the original musical structure. Although recent diffusion transformers trained with rectified flow…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    FlowSonic:通过高阶轨迹集成实现稳定的零样本音乐编辑

    Zero-shot text-guided editing of real-world music recordings requires balancing semantic modification with faithful preservation of the original musical structure. Although recent diffusion transformers trained with rectified flow have achieved remarkable success in text-to-music…