English(EN) PhysicsSliders: Learning Physical Controls for Audio Foley Generation

PhysicsSliders 模型学习物理控制以生成音频 Foley

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-15 04:00

研究人员开发了 PhysicsSliders (PXS)，一种用于音频 Foley 生成的生成模型，它使用物理属性作为直观的控制。该模型在模拟的接触声音上进行训练，可以调整硬度、大小、速度和阻尼等参数来产生频谱上不同的输出。PXS 在遵循现实世界目标方面表现出高精度，在各种冲击类别中实现了 0.976 的平均分组 Spearman 相关性。 AI

影响这项研究可能为 AI 驱动的音效设计和音频制作工具带来更直观、更可控的解决方案。

排序理由该集群包含一篇详细介绍音频 Foley 生成新生成模型的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。我们如何撰写摘要 →

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Newsworthiness bucket: Tool; 该集群包含一篇详细介绍音频 Foley 生成新生成模型的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Peiwei Chang, Yongqiang Chen, Yuelan Cheng, Liting Gao, Yishun Lu, Li Zhang, Mark D. Plumbley, Philip J. B. Jackson, Wenwu Wang · 2026-10-15 04:00

PhysicsSliders: 学习用于音频 Foley 生成的物理控制

arXiv:2610.18597v1 Announce Type: cross Abstract: Physical properties provide intuitive controls for sounds made by interacting objects. The challenge is to make a generative model respond predictably to these controls, both individually and in combination. We present \method\ (P…

本文如何被排名

报道来源 [1]

PhysicsSliders: 学习用于音频 Foley 生成的物理控制

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