• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

使用当代流行音乐和古典风格进行歌唱声音的情感识别。

Emotion Recognition From Singing Voices Using Contemporary Commercial Music and Classical Styles.

机构信息

Speech and Voice Research Laboratory, Faculty of Education, University of Tampere, Tampere, Finland.

Speech and Voice Research Laboratory, Faculty of Education, University of Tampere, Tampere, Finland; Faculty of Communication Sciences, University of Tampere, Tampere, Finland.

出版信息

J Voice. 2019 Jul;33(4):501-509. doi: 10.1016/j.jvoice.2018.01.012. Epub 2018 Feb 22.

DOI:10.1016/j.jvoice.2018.01.012
PMID:29478708
Abstract

OBJECTIVES

This study examines the recognition of emotion in contemporary commercial music (CCM) and classical styles of singing. This information may be useful in improving the training of interpretation in singing.

STUDY DESIGN

This is an experimental comparative study.

METHODS

Thirteen singers (11 female, 2 male) with a minimum of 3 years' professional-level singing studies (in CCM or classical technique or both) participated. They sang at three pitches (females: a, e1, a1, males: one octave lower) expressing anger, sadness, joy, tenderness, and a neutral state. Twenty-nine listeners listened to 312 short (0.63- to 4.8-second) voice samples, 135 of which were sung using a classical singing technique and 165 of which were sung in a CCM style. The listeners were asked which emotion they heard. Activity and valence were derived from the chosen emotions.

RESULTS

The percentage of correct recognitions out of all the answers in the listening test (N = 9048) was 30.2%. The recognition percentage for the CCM-style singing technique was higher (34.5%) than for the classical-style technique (24.5%). Valence and activation were better perceived than the emotions themselves, and activity was better recognized than valence. A higher pitch was more likely to be perceived as joy or anger, and a lower pitch as sorrow. Both valence and activation were better recognized in the female CCM samples than in the other samples.

CONCLUSIONS

There are statistically significant differences in the recognition of emotions between classical and CCM styles of singing. Furthermore, in the singing voice, pitch affects the perception of emotions, and valence and activity are more easily recognized than emotions.

摘要

目的

本研究旨在探讨当代流行音乐(CCM)和古典演唱风格中情感的识别。这些信息可能有助于提高演唱的诠释训练。

研究设计

这是一项实验性比较研究。

方法

13 名歌手(11 名女性,2 名男性)参与了研究,他们具有至少 3 年的专业水平歌唱学习(CCM 或古典技巧或两者兼有)。他们用三种音高(女性:a、e1、a1,男性:低一个八度)表达愤怒、悲伤、喜悦、温柔和中性状态。29 名听众聆听了 312 个简短(0.63-4.8 秒)的声音样本,其中 135 个是用古典唱法演唱的,165 个是用 CCM 风格演唱的。听众被要求听出他们听到的是哪种情绪。从所选的情绪中得出了活动和效价。

结果

在听力测试(N=9048)中,所有回答的正确识别率为 30.2%。CCM 风格唱法的识别率(34.5%)高于古典风格唱法(24.5%)。效价和激活比情绪本身更容易被感知,而活动比效价更容易被识别。较高的音高更有可能被感知为喜悦或愤怒,而较低的音高更有可能被感知为悲伤。在女性 CCM 样本中,效价和激活的识别率均高于其他样本。

结论

在古典和 CCM 演唱风格中,情感的识别存在统计学上的显著差异。此外,在歌唱声音中,音高会影响情绪的感知,而效价和激活比情绪更容易被识别。

相似文献

1
Emotion Recognition From Singing Voices Using Contemporary Commercial Music and Classical Styles.使用当代流行音乐和古典风格进行歌唱声音的情感识别。
J Voice. 2019 Jul;33(4):501-509. doi: 10.1016/j.jvoice.2018.01.012. Epub 2018 Feb 22.
2
Comparing Contemporary Commercial and Classical Styles: Emotion Expression in Singing.比较当代商业与古典风格:歌唱中的情感表达。
J Voice. 2021 Jul;35(4):570-580. doi: 10.1016/j.jvoice.2019.10.002. Epub 2019 Nov 8.
3
Training the Vocal Expression of Emotions in Singing: Effects of Including Acoustic Research-Based Elements in the Regular Singing Training of Acting Students.训练歌唱中的情感声乐表达:在表演专业学生的常规歌唱训练中纳入基于声学研究的元素的效果。
J Voice. 2023 Mar;37(2):293.e7-293.e23. doi: 10.1016/j.jvoice.2020.12.032. Epub 2021 Jan 23.
4
Analyzing Emotion Expression in Singing via Flow Glottograms, Long-Term-Average Spectra, and Expert Listener Evaluation.通过气流声谱图、长期平均谱和专业听众评估分析歌唱中的情感表达
J Voice. 2021 Jan;35(1):52-60. doi: 10.1016/j.jvoice.2019.08.007. Epub 2019 Sep 20.
5
Can Listeners Hear Who Is Singing? The Role of Listener Experience in Singer Discrimination Across Pitch.听众能听出是谁在唱歌吗?听众经验在不同音高的歌手辨别中的作用。
J Voice. 2020 Mar;34(2):231-242. doi: 10.1016/j.jvoice.2018.08.010. Epub 2018 Oct 9.
6
Closed quotient and spectral measures of female adolescent singers in different singing styles.不同唱法的女性青少年歌手的闭商和谱测度。
J Voice. 2010 May;24(3):314-8. doi: 10.1016/j.jvoice.2008.10.003.
7
Perceptual Differences between Novice and Professional Music Theater Singers.新手与专业音乐戏剧歌手之间的感知差异。
J Voice. 2018 Sep;32(5):572-577. doi: 10.1016/j.jvoice.2017.08.007. Epub 2017 Sep 6.
8
A Joyful Noise: The Vocal Health of Worship Leaders and Contemporary Christian Singers.欢乐之声:敬拜领袖与当代基督教歌手的嗓音健康
J Voice. 2017 Mar;31(2):250.e17-250.e21. doi: 10.1016/j.jvoice.2016.07.012. Epub 2016 Aug 15.
9
Can listeners hear how many singers are singing? The effect of listener's experience, vibrato, onset, and formant frequency on the perception of number of simultaneous singers.听众能听出有多少歌手在唱歌吗?听众的经验、颤音、起音和共鸣峰频率对同时演唱歌手数量感知的影响。
J Voice. 2012 Nov;26(6):817.e1-13. doi: 10.1016/j.jvoice.2012.04.011. Epub 2012 Aug 24.
10
Can Genre Be "Heard" in Scale as Well as Song Tasks? An Exploratory Study of Female Singing in Western Lyric and Musical Theater Styles.体裁能否在音阶以及歌曲任务中被“听出”?一项关于西方抒情和音乐戏剧风格中女性演唱的探索性研究。
J Voice. 2017 May;31(3):388.e1-388.e12. doi: 10.1016/j.jvoice.2016.09.015. Epub 2016 Nov 10.