Human emotion recognition and analysis in response to audio music using brain signals

作者：

Highlights：

• Brain signals are recorded using EEG headset while listening to audio music.

• Four different emotions are recognized using hybrid features of EEG signals.

• Emotion recognition accuracy is analyzed for three different age groups.

• The relationship between music genres and human emotions is examined.

摘要

•Brain signals are recorded using EEG headset while listening to audio music.•Four different emotions are recognized using hybrid features of EEG signals.•Emotion recognition accuracy is analyzed for three different age groups.•The relationship between music genres and human emotions is examined.

论文关键词：Emotions,Electroencephalography (EEG),Machine learning,Music,Classification,Feature extraction

论文评审过程：Received 19 June 2016, Revised 16 August 2016, Accepted 22 August 2016, Available online 30 August 2016, Version of Record 30 August 2016.

论文官网地址：https://doi.org/10.1016/j.chb.2016.08.029