Spatial-temporal self-supervised learning for audio classification

doi:10.1016/j.eswa.2025.130641

2025-12-15

PRE

DOI：10.1016/j.eswa.2025.130641

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摘要

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• 探索SSL预文本任务中的多级时空注意力机制。 • 引入基于跨域验证的约束自监督训练方法。 • 采用ACAV100M这一近期大规模无标签音视频数据集。 • 对下游情感分类和阿拉伯音乐分类任务进行性能基准测试。

期刊

Expert Systems with Applications

IF:

7.5

论文数:

3.0W

被引数:

10.2W

机构

King Abdulaziz University

学者数:

2.0W

论文数: 1.9W

被引数: 3.3W

umm al-qura university

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