Automatic ECG-Based Emotion Recognition in Music Listening

• Published in: IEEE transactions on affective computing Vol. 11; no. 1; pp. 85 - 99
• Main Authors: Hsu, Yu-Liang, Wang, Jeen-Shing, Chiang, Wei-Chun, Hung, Chien-Han
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 01.01.2020; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Algorithm design and analysis; Algorithms; Arousal; Classification; Discriminant analysis; Electrocardiogram; Electrocardiography; Emotion recognition; Emotions; Feature extraction; machine learning; Multiple signal classification; Music; Nonlinear analysis; Physiology; Support vector machines

This paper presents an automatic ECG-based emotion recognition algorithm for human emotion recognition. First, we adopt a musical induction method to induce participants' real emotional states and collect their ECG signals without any deliberate laboratory setting. Afterward, we develop an auto...