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

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 en...

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Autores principales: Zhou, Sijie, Allison, Brendan Z., Kübler, Andrea, Cichocki, Andrzej, Wang, Xingyu, Jin, Jing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5061745/
https://www.ncbi.nlm.nih.gov/pubmed/27790111
http://dx.doi.org/10.3389/fncom.2016.00105
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author Zhou, Sijie
Allison, Brendan Z.
Kübler, Andrea
Cichocki, Andrzej
Wang, Xingyu
Jin, Jing
author_facet Zhou, Sijie
Allison, Brendan Z.
Kübler, Andrea
Cichocki, Andrzej
Wang, Xingyu
Jin, Jing
author_sort Zhou, Sijie
collection PubMed
description 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.
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spelling pubmed-50617452016-10-27 Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI Zhou, Sijie Allison, Brendan Z. Kübler, Andrea Cichocki, Andrzej Wang, Xingyu Jin, Jing Front Comput Neurosci Neuroscience 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. Frontiers Media S.A. 2016-10-13 /pmc/articles/PMC5061745/ /pubmed/27790111 http://dx.doi.org/10.3389/fncom.2016.00105 Text en Copyright © 2016 Zhou, Allison, Kübler, Cichocki, Wang and Jin. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Zhou, Sijie
Allison, Brendan Z.
Kübler, Andrea
Cichocki, Andrzej
Wang, Xingyu
Jin, Jing
Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI
title Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI
title_full Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI
title_fullStr Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI
title_full_unstemmed Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI
title_short Effects of Background Music on Objective and Subjective Performance Measures in an Auditory BCI
title_sort effects of background music on objective and subjective performance measures in an auditory bci
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5061745/
https://www.ncbi.nlm.nih.gov/pubmed/27790111
http://dx.doi.org/10.3389/fncom.2016.00105
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