Author:
S Anusooya,R Anitha,V Jean Shilpa,N Anitha priyadarshini,S.J Aamira,G Sowmyaa
Abstract
The role emotions play in our life is inevitable right from the way we interact with other humans, in our decision-making process and even in the way we see the people around us. In this technological world, human computer interaction is almost everywhere. Right from fingerprint access in our mobile phones to face recognition- based attendance patterns at work places, human computer interaction has formed a strong base in day-today activities of human life. In such human computer interaction, EEG has gathered attention since it can provide simple, cheap, precise methods of emotion recognition. In this proposed work, a Music app is created which plays songs based on the emotion recognized from the given EEG signal. In MATLAB, the trained EEG signals are given and it is further processed to extract the features. The extracted features are classified to find the emotion and the result is sent to the music app. The music app which contains the playlist plays accordingly.
Publisher
Asian Research Association
Subject
General Earth and Planetary Sciences,General Environmental Science
Reference15 articles.
1. Y. Ashna, Vysak Valsan, Human Emotions Identification and Recognition Using EEG Signal Processing, International Research Journal of Engineering and Technology (IRJET), 5 (2018) 3815- 3822.
2. M. Islam, T. Ahmed, S. S. Mostafa, M. S. U. Yusuf, M. Ahmad (2013) Human emotion recognition using frequency & statistical measures of EEG signal, In 2013 International Conference on Informatics, Electronics and Vision (ICIEV), IEEE, 1-6.
3. H. Zamanian, H. Farsi, A New feature extraction method to improve Emotion Detection Using EEG Signals, Electronic Letters on Computer Vision and Image Analysis, 17 (2018) 29-44.
4. M. Murugappan, N. Ramachandran, Y. Sazali, Classification of Human Emotion from EEG Using Discrete Wavelet Transform, Journal of biomedical science and engineering, 3 (2010) 390-396.
5. Y. P. Lin, C. H. Wang, T. P. Jung, T. L. Wu, S. K. Jeng, J. R. Duann, J. H. Chen, EEG-Based Emotion Recognition in Music Listening, IEEE Transactions on Biomedical Engineering, 57 (2010) 1798-1806.
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献