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Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI

机译:背景音乐对听觉BCI中主观和主观绩效指标的影响

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摘要

Several studies have explored brain computer interface (BCI) systems based on auditory stimuli, which could help patients with visual impairments. Usability and user satisfaction are important considerations in any BCI. Although background music can influence emotion and performance in other task environments, and many users may wish to listen to music while using a BCI, auditory, and other BCIs are typically studied without background music. Some work has explored the possibility of using polyphonic music in auditory BCI systems. However, this approach requires users with good musical skills, and has not been explored in online experiments. Our hypothesis was that an auditory BCI with background music would be preferred by subjects over a similar BCI without background music, without any difference in BCI performance. We introduce a simple paradigm (which does not require musical skill) using percussion instrument sound stimuli and background music, and evaluated it in both offline and online experiments. The result showed that subjects preferred the auditory BCI with background music. Different performance measures did not reveal any significant performance effect when comparing background music vs. no background. Since the addition of background music does not impair BCI performance but is preferred by users, auditory (and perhaps other) BCIs should consider including it. Our study also indicates that auditory BCIs can be effective even if the auditory channel is simultaneously otherwise engaged.
机译:多项研究探索了基于听觉刺激的脑计算机接口(BCI)系统,该系统可以帮助视力障碍患者。可用性和用户满意度是任何BCI中的重要考虑因素。尽管背景音乐可能会影响其他任务环境中的情绪和性能,但是许多用户可能希望在使用BCI时听音乐,但是听觉和其他BCI通常是在没有背景音乐的情况下进行研究的。一些工作已经探索了在听觉BCI系统中使用和弦音乐的可能性。但是,这种方法要求用户具有良好的音乐技能,并且尚未在在线实验中进行探索。我们的假设是,与背景音乐相似的BCI相比,与背景音乐相似的BCI相比,受试者更喜欢具有背景音乐的BCI。我们介绍了一种使用打击乐器的声音刺激和背景音乐的简单范例(不需要音乐技巧),并在离线和在线实验中对其进行了评估。结果表明,受试者更喜欢带有背景音乐的听觉BCI。比较背景音乐与无背景音乐时,不同的演奏指标未显示任何明显的演奏效果。由于添加背景音乐不会损害BCI性能,但会受到用户的欢迎,因此听觉(或其他)BCI应考虑将其包括在内。我们的研究还表明,即使同时使用听觉通道,听觉BCI也是有效的。

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