用于研究人类对外界刺激的情绪反应的生物工程系统

Filatova Natalya Nikolaevna, Terekhin Sergey Alexeevich
{"title":"用于研究人类对外界刺激的情绪反应的生物工程系统","authors":"Filatova Natalya Nikolaevna, Terekhin Sergey Alexeevich","doi":"10.1109/SIBIRCON.2015.7361841","DOIUrl":null,"url":null,"abstract":"Multichannel biotechnical system is designed to study human emotional reactions to external stimuli by recording and analyzing speech samples test or electroencephalogram signals. The system allows you to create complex stimuli for the perception that the subject uses a visual, acoustic or olfactory system. For registration of biological signals earmarked voice recording and electroencephalogram (EEG). Since stimulus material acts on three different channels of human perception, in the biotechnical system includes means of visual, audio-visual and olfactory stimulation. All system components are integrated into the control unit shown in the form of a personal computer with pre-installed special software. A feature of the system work scenario is the registration sample speech only after the marked changes in the electroencephalogram caused by the perception of the appropriate stimulus. This approach increases the credibility of the sampling of speech, which can then be used to form the rules of recognition of types of emotions. With this system were formed multimodal database comprising 280 different russian speakers phrases and corresponding EEG recording. The goals of experiments are studies attribute spaces are invariant to the physical nature of the signal and adequately reflects the emotional response of the subject, and testing the hypothesis of invariance of attributes allocated to the national characteristics of speech signals. In order to study the dynamics of emotional response developed a method that allows to explore a variety of discrete portions of biological signals. The technique is based on the idea of shifting the window, which is carried out static analysis. For each window are used as classical methods of calculation of the spectrum of the signal, and the methods of nonlinear dynamics. System showed enough high accuracy interpreting both the EEG pattern (83%) and with the speech samples (96 %) of the multimodal base emotions and objects taken from German base Emo-DB (92%). Evaluation of different emotional states a person can be used in the diagnosis of psychosomatic and psychomotor disturbances.","PeriodicalId":6503,"journal":{"name":"2015 International Conference on Biomedical Engineering and Computational Technologies (SIBIRCON)","volume":"24 1","pages":"13-17"},"PeriodicalIF":0.0000,"publicationDate":"2015-12-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Bioengineering system for research on human emotional response to external stimuli\",\"authors\":\"Filatova Natalya Nikolaevna, Terekhin Sergey Alexeevich\",\"doi\":\"10.1109/SIBIRCON.2015.7361841\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Multichannel biotechnical system is designed to study human emotional reactions to external stimuli by recording and analyzing speech samples test or electroencephalogram signals. The system allows you to create complex stimuli for the perception that the subject uses a visual, acoustic or olfactory system. For registration of biological signals earmarked voice recording and electroencephalogram (EEG). Since stimulus material acts on three different channels of human perception, in the biotechnical system includes means of visual, audio-visual and olfactory stimulation. All system components are integrated into the control unit shown in the form of a personal computer with pre-installed special software. A feature of the system work scenario is the registration sample speech only after the marked changes in the electroencephalogram caused by the perception of the appropriate stimulus. This approach increases the credibility of the sampling of speech, which can then be used to form the rules of recognition of types of emotions. With this system were formed multimodal database comprising 280 different russian speakers phrases and corresponding EEG recording. The goals of experiments are studies attribute spaces are invariant to the physical nature of the signal and adequately reflects the emotional response of the subject, and testing the hypothesis of invariance of attributes allocated to the national characteristics of speech signals. In order to study the dynamics of emotional response developed a method that allows to explore a variety of discrete portions of biological signals. The technique is based on the idea of shifting the window, which is carried out static analysis. For each window are used as classical methods of calculation of the spectrum of the signal, and the methods of nonlinear dynamics. System showed enough high accuracy interpreting both the EEG pattern (83%) and with the speech samples (96 %) of the multimodal base emotions and objects taken from German base Emo-DB (92%). Evaluation of different emotional states a person can be used in the diagnosis of psychosomatic and psychomotor disturbances.\",\"PeriodicalId\":6503,\"journal\":{\"name\":\"2015 International Conference on Biomedical Engineering and Computational Technologies (SIBIRCON)\",\"volume\":\"24 1\",\"pages\":\"13-17\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-12-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2015 International Conference on Biomedical Engineering and Computational Technologies (SIBIRCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SIBIRCON.2015.7361841\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2015 International Conference on Biomedical Engineering and Computational Technologies (SIBIRCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SIBIRCON.2015.7361841","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

多通道生物技术系统是通过记录和分析语音样本测试或脑电图信号来研究人类对外界刺激的情绪反应。该系统允许你创造复杂的刺激,让受试者使用视觉、听觉或嗅觉系统来感知。用于生物信号的登记,专用于录音和脑电图。由于刺激物质作用于人类感知的三个不同通道,在生物技术系统中包括视觉、视听和嗅觉刺激手段。所有系统组件都集成到以个人计算机形式显示的控制单元中,并预装了特殊软件。该系统工作场景的一个特点是,只有在配准样本语音后,脑电图才会出现明显的变化,从而感知到相应的刺激。这种方法增加了语音采样的可信度,然后可以用来形成识别情绪类型的规则。利用该系统建立了包含280个不同俄语说话者短语的多模态数据库和相应的脑电图记录。实验的目的是研究属性空间对信号的物理性质的不变性,并充分反映受试者的情绪反应,并检验语音信号的民族特征属性的不变性假设。为了研究情绪反应的动态,开发了一种方法,可以探索生物信号的各种离散部分。该技术基于窗口移动的思想,对窗口进行静态分析。对于每个窗口都采用了经典的信号频谱计算方法和非线性动力学方法。系统对多模态基本情绪和对象的EEG模式(83%)和语音样本(96%)的解释准确率都很高,这些多模态基本情绪和对象取自德语基础Emo-DB(92%)。评估一个人的不同情绪状态可用于心身和精神运动障碍的诊断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bioengineering system for research on human emotional response to external stimuli
Multichannel biotechnical system is designed to study human emotional reactions to external stimuli by recording and analyzing speech samples test or electroencephalogram signals. The system allows you to create complex stimuli for the perception that the subject uses a visual, acoustic or olfactory system. For registration of biological signals earmarked voice recording and electroencephalogram (EEG). Since stimulus material acts on three different channels of human perception, in the biotechnical system includes means of visual, audio-visual and olfactory stimulation. All system components are integrated into the control unit shown in the form of a personal computer with pre-installed special software. A feature of the system work scenario is the registration sample speech only after the marked changes in the electroencephalogram caused by the perception of the appropriate stimulus. This approach increases the credibility of the sampling of speech, which can then be used to form the rules of recognition of types of emotions. With this system were formed multimodal database comprising 280 different russian speakers phrases and corresponding EEG recording. The goals of experiments are studies attribute spaces are invariant to the physical nature of the signal and adequately reflects the emotional response of the subject, and testing the hypothesis of invariance of attributes allocated to the national characteristics of speech signals. In order to study the dynamics of emotional response developed a method that allows to explore a variety of discrete portions of biological signals. The technique is based on the idea of shifting the window, which is carried out static analysis. For each window are used as classical methods of calculation of the spectrum of the signal, and the methods of nonlinear dynamics. System showed enough high accuracy interpreting both the EEG pattern (83%) and with the speech samples (96 %) of the multimodal base emotions and objects taken from German base Emo-DB (92%). Evaluation of different emotional states a person can be used in the diagnosis of psychosomatic and psychomotor disturbances.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信