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分析皮肤电导率和瞳孔信号,以评估图像和声音引起的情绪。

Analysis of the skin conductance and pupil signals for evaluation of emotional elicitation by images and sounds.

出版信息

Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:1968-1971. doi: 10.1109/EMBC48229.2022.9871493.

Abstract

Many studies in the literature attempt recognition of emotions through the use of videos or images, but very few have explored the role that sounds have in evoking emotions. In this study we have devised an experimental protocol for elicitation of emotions by using, separately and jointly, images and sounds from the widely used International Affective Pictures System and International Affective Digital Sounds databases. During the experiments we have recorded the skin conductance and pupillary signals and processed them with the goal of extracting indices linked to the autonomic nervous system, thus revealing specific patterns of behavior depending on the different stimulation modalities. Our results show that skin conductance helps discriminate emotions along the arousal dimension, whereas features derived from the pupillary signal are able to discriminate different states along both valence and arousal dimensions. In particular, the pupillary diameter was found to be significantly greater at increasing arousal and during elicitation of negative emotions in the phases of viewing images and images with sounds. In the sound-only phase, on the other hand, the power calculated in the high and very high frequency bands of the pupillary diameter were significantly greater at higher valence (valence ratings > 5). Clinical relevance- This study demonstrates the ability of physiological signals to assess specific emotional states by providing different activation patterns depending on the stimulation through images, sounds and images with sounds. The approach has high clinical relevance as it could be extended to evaluate mood disorders (e.g. depression, bipolar disorders, or just stress), or to use physiological patterns found for sounds in order to study whether hearing aids can lead to increased emotional perception.

摘要

许多文献中的研究都试图通过使用视频或图像来识别情绪,但很少有研究探索声音在唤起情绪方面的作用。在这项研究中,我们设计了一种实验方案,分别和联合使用广泛使用的国际情感图片系统和国际情感数字声音数据库中的图像和声音来引起情绪。在实验过程中,我们记录了皮肤电导和瞳孔信号,并对其进行处理,目的是提取与自主神经系统相关的指标,从而根据不同的刺激模式揭示特定的行为模式。我们的结果表明,皮肤电导有助于沿着唤醒维度区分情绪,而从瞳孔信号中提取的特征则能够沿着效价和唤醒维度区分不同的状态。特别是,在观看图像和带有声音的图像的阶段,瞳孔直径在唤醒度增加和诱发负性情绪时明显增大。另一方面,在只有声音的阶段,瞳孔直径的高频和超高频段计算出的功率在效价较高(效价评分>5)时显著增大。临床相关性-本研究证明了生理信号通过提供不同的激活模式来评估特定情绪状态的能力,具体取决于图像、声音和带有声音的图像的刺激。该方法具有很高的临床相关性,因为它可以扩展到评估情绪障碍(例如抑郁症、双相情感障碍,或只是压力),或使用声音的生理模式来研究助听器是否可以提高情绪感知。

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