孤立合成音频的感知情感:EmoSynth数据集和结果

Alice Baird, Emilia Parada-Cabaleiro, C. Fraser, Simone Hantke, Björn Schuller
{"title":"孤立合成音频的感知情感:EmoSynth数据集和结果","authors":"Alice Baird, Emilia Parada-Cabaleiro, C. Fraser, Simone Hantke, Björn Schuller","doi":"10.1145/3243274.3243277","DOIUrl":null,"url":null,"abstract":"The ability of sound to enhance human wellbeing has been known since ancient civilisations, and methods can be found today across domains of health and within a variety of cultures. There are an abundance of sound-based methods which show benefits for both physical and mental-states of wellbeing. Current methods vary from low frequency vibrations to high frequency distractions, and from drone-like sustain to rhythmical pulsing, with limited knowledge of a listeners psycho-physical perception of this. In this regard, for the presented study 40 listeners were asked to evaluate the perceived emotional dimensions of Valence and Arousal from a dataset of 144 isolated synthetic periodic waveforms. Results show that Arousal does correlate moderately to fundamental frequency, and that the sine waveform is perceived as significantly different to square and sawtooth waveforms when evaluating perceived Arousal. The general results suggest that isolated synthetic audio can be modelled as a means of evoking affective states of emotion.","PeriodicalId":129628,"journal":{"name":"Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"The Perceived Emotion of Isolated Synthetic Audio: The EmoSynth Dataset and Results\",\"authors\":\"Alice Baird, Emilia Parada-Cabaleiro, C. Fraser, Simone Hantke, Björn Schuller\",\"doi\":\"10.1145/3243274.3243277\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The ability of sound to enhance human wellbeing has been known since ancient civilisations, and methods can be found today across domains of health and within a variety of cultures. There are an abundance of sound-based methods which show benefits for both physical and mental-states of wellbeing. Current methods vary from low frequency vibrations to high frequency distractions, and from drone-like sustain to rhythmical pulsing, with limited knowledge of a listeners psycho-physical perception of this. In this regard, for the presented study 40 listeners were asked to evaluate the perceived emotional dimensions of Valence and Arousal from a dataset of 144 isolated synthetic periodic waveforms. Results show that Arousal does correlate moderately to fundamental frequency, and that the sine waveform is perceived as significantly different to square and sawtooth waveforms when evaluating perceived Arousal. The general results suggest that isolated synthetic audio can be modelled as a means of evoking affective states of emotion.\",\"PeriodicalId\":129628,\"journal\":{\"name\":\"Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion\",\"volume\":\"28 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-09-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3243274.3243277\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Audio Mostly 2018 on Sound in Immersion and Emotion","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3243274.3243277","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 7

摘要

自古文明以来,人们就知道声音能够增进人类福祉,今天,在各种健康领域和各种文化中,都可以找到声音增进人类福祉的方法。有很多基于声音的方法显示出对身体和精神健康都有好处。目前的方法多种多样,从低频振动到高频干扰,从嗡嗡声般的维持到有节奏的脉冲,对听众的心理和生理感知的了解有限。在这方面,在本研究中,40名听众被要求从144个孤立的合成周期波形数据集中评估效价和唤醒的感知情感维度。结果表明,唤醒确实与基频适度相关,并且在评估感知唤醒时,正弦波与方波和锯齿波被感知为显着不同。总的结果表明,孤立的合成音频可以建模为一种唤起情感状态的手段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
The Perceived Emotion of Isolated Synthetic Audio: The EmoSynth Dataset and Results
The ability of sound to enhance human wellbeing has been known since ancient civilisations, and methods can be found today across domains of health and within a variety of cultures. There are an abundance of sound-based methods which show benefits for both physical and mental-states of wellbeing. Current methods vary from low frequency vibrations to high frequency distractions, and from drone-like sustain to rhythmical pulsing, with limited knowledge of a listeners psycho-physical perception of this. In this regard, for the presented study 40 listeners were asked to evaluate the perceived emotional dimensions of Valence and Arousal from a dataset of 144 isolated synthetic periodic waveforms. Results show that Arousal does correlate moderately to fundamental frequency, and that the sine waveform is perceived as significantly different to square and sawtooth waveforms when evaluating perceived Arousal. The general results suggest that isolated synthetic audio can be modelled as a means of evoking affective states of emotion.
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
期刊最新文献
Emotional Musification Smart Mandolin: autobiographical design, implementation, use cases, and lessons learned The London Soundmap: Integrating sonic interaction design in the urban realm On Transformations between Paradigms in Audio Programming The Perceived Emotion of Isolated Synthetic Audio: The EmoSynth Dataset and Results
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1