论文标题

歌曲的神经编码是由他们的享受调节的

Neural Encoding of Songs is Modulated by Their Enjoyment

论文作者

Sharma, Gulshan, Pandey, Pankaj, Subramanian, Ramanathan, Miyapuram, Krishna. P., Dhall, Abhinav

论文摘要

我们检查了来自神经(EEG)信号的用户和歌曲识别。由于人类媒体相互作用的感知主观性,大脑信号的音乐识别是一项艰巨的任务。我们证明了音乐感知辅助用户身份的主观差异,但会阻碍歌曲的标识。为了解决音乐识别中的内在复杂性,我们提供了有关享受在歌曲识别中的作用的经验证据。我们的发现表明,将歌曲享受作为另一个因素可以改善基于脑电图的歌曲识别。

We examine user and song identification from neural (EEG) signals. Owing to perceptual subjectivity in human-media interaction, music identification from brain signals is a challenging task. We demonstrate that subjective differences in music perception aid user identification, but hinder song identification. In an attempt to address intrinsic complexities in music identification, we provide empirical evidence on the role of enjoyment in song recognition. Our findings reveal that considering song enjoyment as an additional factor can improve EEG-based song recognition.

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