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Mar, 2022
使用正负框架掩码的对比学习用于音乐表示
Contrastive Learning with Positive-Negative Frame Mask for Music Representation
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Dong Yao, Zhou Zhao, Shengyu Zhang, Jieming Zhu, Yudong Zhu...
TL;DR
本文提出了基于对比学习的音乐表示的新方法 PEMR,它具有正负帧层级掩码生成模块和用于获得关于正负音频片段相似性的对比学习目标,该方法与现有方法相比更有效地学习音乐的有效表示。
Abstract
self-supervised learning
, especially
contrastive learning
, has made an outstanding contribution to the development of many deep learning research fields. Recently, researchers in the acoustic signal processing fi
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