TY - GEN
T1 - Can Binaural Beats Increase Your Focus? Exploring the Efects of Music in Participants' Conscious and Brain Activity Responses
AU - Rahman, Jessica Sharmin
AU - Gedeon, Tom
AU - Caldwell, Sabrina
AU - Jones, Richard L.
N1 - Publisher Copyright:
© 2021 ACM.
PY - 2021/5/8
Y1 - 2021/5/8
N2 - Music is a universal medium that can elicit strong emotion, and can significantly help us in gaining focus while doing specific tasks. However, it is unclear what types of music can help to improve focus while doing other activities. In this paper, we investigate the effects of six different music stimuli on participants' verbal and physiological responses while identifying genuine and acted emotions from video clips. Initial analysis was conducted on the comments participants made on the different stimuli in order to identify emerging patterns. Then, participants' verbal and EEG responses were collected, processed and analyzed to classify two types of emotion. Empirical analysis of the results show that binaural beats, which are believed to increase focus on tasks, can often cause discomfort and therefore hinder focus. On the other hand, music containing a sombre tone, or familiar popular music with high level valence can help improve focus. Identifying which music stimuli can improve focus can be highly beneficial in managing day-to-day tasks and activities. This study will also be useful in broadening the range of music stimuli used in affective computing studies.
AB - Music is a universal medium that can elicit strong emotion, and can significantly help us in gaining focus while doing specific tasks. However, it is unclear what types of music can help to improve focus while doing other activities. In this paper, we investigate the effects of six different music stimuli on participants' verbal and physiological responses while identifying genuine and acted emotions from video clips. Initial analysis was conducted on the comments participants made on the different stimuli in order to identify emerging patterns. Then, participants' verbal and EEG responses were collected, processed and analyzed to classify two types of emotion. Empirical analysis of the results show that binaural beats, which are believed to increase focus on tasks, can often cause discomfort and therefore hinder focus. On the other hand, music containing a sombre tone, or familiar popular music with high level valence can help improve focus. Identifying which music stimuli can improve focus can be highly beneficial in managing day-to-day tasks and activities. This study will also be useful in broadening the range of music stimuli used in affective computing studies.
KW - Affective Computing
KW - Binaural Beats
KW - Classification
KW - EEG
KW - Emotion Recognition
KW - Music Stimuli
KW - Physiological Signals
UR - http://www.scopus.com/inward/record.url?scp=85105811238&partnerID=8YFLogxK
U2 - 10.1145/3411763.3451813
DO - 10.1145/3411763.3451813
M3 - Conference contribution
AN - SCOPUS:85105811238
T3 - Conference on Human Factors in Computing Systems - Proceedings
BT - Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, CHI EA 2021
PB - Association for Computing Machinery (ACM)
T2 - 2021 CHI Conference on Human Factors in Computing Systems: Making Waves, Combining Strengths, CHI EA 2021
Y2 - 8 May 2021 through 13 May 2021
ER -