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.

翻译：我们从神经信号(EEG)中检查用户和歌曲识别。由于人类媒体互动的主观感,从大脑信号中识别音乐是一项具有挑战性的任务。我们证明音乐认知的主观差异有助于识别用户,但阻碍了识别歌曲。为了解决音乐识别的内在复杂性问题,我们提供了关于享受歌曲识别作用的经验证据。我们的研究结果显示,将歌曲娱乐视为另一个因素可以提高基于EEG的歌曲识别。