首页 > 最新文献

Journal of New Music Research最新文献

英文 中文
Motor performance in violin bowing: Effects of attentional focus on acoustical, physiological and physical parameters of a sound-producing action. 小提琴弓弦的运动表现:注意焦点对发声动作的声学、生理和物理参数的影响
IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-10-20 Epub Date: 2021-09-24 DOI: 10.1080/09298215.2021.1978506

Violin bowing is a specialised sound-producing action, which may be affected by psychological performance techniques. In sport, attentional focus impacts motor performance, but limited evidence for this exists in music. We investigated effects of attentional focus on acoustical, physiological, and physical parameters of violin bowing in experienced and novice violinists. Attentional focus significantly affected spectral centroid, bow contact point consistency, shoulder muscle activity, and novices' violin sway. Performance was most improved when focusing on tactile sensations through the bow (somatic focus), compared to sound (external focus) or arm movement (internal focus). Implications for motor performance theory and pedagogy are discussed.

小提琴弓弦是一种特殊的发声动作,可能受到心理演奏技巧的影响。在运动中,注意力集中影响运动表现,但在音乐中存在的证据有限。我们研究了注意焦点对老手和新手小提琴弓弦的声学、生理和物理参数的影响。注意焦点显著影响谱质心、弓接触点一致性、肩部肌肉活动和初学者小提琴摇摆。与声音(外部焦点)或手臂运动(内部焦点)相比,专注于弓的触觉(身体焦点)时,表现得到了最大的改善。讨论了运动表现理论和教学的意义。
{"title":"Motor performance in violin bowing: Effects of attentional focus on acoustical, physiological and physical parameters of a sound-producing action.","authors":"","doi":"10.1080/09298215.2021.1978506","DOIUrl":"10.1080/09298215.2021.1978506","url":null,"abstract":"<p><p>Violin bowing is a specialised sound-producing action, which may be affected by psychological performance techniques. In sport, attentional focus impacts motor performance, but limited evidence for this exists in music. We investigated effects of attentional focus on acoustical, physiological, and physical parameters of violin bowing in experienced and novice violinists. Attentional focus significantly affected spectral centroid, bow contact point consistency, shoulder muscle activity, and novices' violin sway. Performance was most improved when focusing on tactile sensations through the bow (somatic focus), compared to sound (external focus) or arm movement (internal focus). Implications for motor performance theory and pedagogy are discussed.</p>","PeriodicalId":16553,"journal":{"name":"Journal of New Music Research","volume":"50 1","pages":"428-446"},"PeriodicalIF":1.1,"publicationDate":"2021-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7612762/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48564285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Surveying digital musical instrument use in active practice 调查数字乐器在实践中的使用情况
IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-10-20 DOI: 10.1080/09298215.2022.2029912
John Sullivan, C. Guastavino, M. Wanderley
Digital musical instruments are frequently designed in research and experimental performance contexts but few are taken up into sustained use by active and professional musicians. To identify the needs of performers who use novel technologies in their practices, a survey of musicians was conducted that identified desirable qualities for instruments to be viable in active use, along with attributes for successful uptake and continued use of instruments based on frameworks of long and short term user engagement. The findings are presented as a set of design considerations towards the development of instruments intended for use by active and professional performers.
数字乐器经常在研究和实验表演环境中设计,但很少有活跃的专业音乐家持续使用。为了确定在实践中使用新技术的表演者的需求,对音乐家进行了一项调查,确定了乐器在积极使用中可行的理想品质,以及基于长期和短期用户参与框架的成功使用和持续使用乐器的属性。这些发现是为开发供活跃和专业表演者使用的乐器而提出的一系列设计考虑因素。
{"title":"Surveying digital musical instrument use in active practice","authors":"John Sullivan, C. Guastavino, M. Wanderley","doi":"10.1080/09298215.2022.2029912","DOIUrl":"https://doi.org/10.1080/09298215.2022.2029912","url":null,"abstract":"Digital musical instruments are frequently designed in research and experimental performance contexts but few are taken up into sustained use by active and professional musicians. To identify the needs of performers who use novel technologies in their practices, a survey of musicians was conducted that identified desirable qualities for instruments to be viable in active use, along with attributes for successful uptake and continued use of instruments based on frameworks of long and short term user engagement. The findings are presented as a set of design considerations towards the development of instruments intended for use by active and professional performers.","PeriodicalId":16553,"journal":{"name":"Journal of New Music Research","volume":"50 1","pages":"469 - 486"},"PeriodicalIF":1.1,"publicationDate":"2021-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45260278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Back to the present: Assimilation of late 19th century performance features among currently active violinists 回到现在:同化19世纪晚期的演奏特点在目前活跃的小提琴家
IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-10-20 DOI: 10.1080/09298215.2022.2029496
Eitan Ornoy, Shai Cohen
Present-day inquiries into aspects of 19th century performance style mark the growing quest to revive practices of post-1800 music repertoire. This paper aims to trace whether there be found an impact of recordings made by 19th century violinists of coeval repertoire on current performers who've recorded the same works. Early, intermediate, and present-day recordings (N = 81) of three late-romantic compositions were analyzed for the manner of execution of varied performance features. While similarities between early and current period players were traced to a certain extent, several early period distinctives are still rather absent from prevalent praxis. Results may shed light on performance style and interpretation of late C19 violin repertoire and on the influence of sonic documentation on 21st century players.
如今,对19世纪表演风格各方面的研究标志着人们对复兴1800年后音乐曲目实践的日益追求。本文旨在追踪19世纪小提琴家录制的同时代曲目对目前录制过相同作品的演奏者的影响。早期、中期和现在的记录(N = 81)对三首晚期浪漫主义作品的不同表演特征的表现方式进行了分析。虽然早期和当代玩家之间的相似性在一定程度上得到了追溯,但在流行的实践中仍然没有几个早期的区别。研究结果可能会揭示19世纪晚期小提琴曲目的演奏风格和诠释,以及声音文献对21世纪演奏者的影响。
{"title":"Back to the present: Assimilation of late 19th century performance features among currently active violinists","authors":"Eitan Ornoy, Shai Cohen","doi":"10.1080/09298215.2022.2029496","DOIUrl":"https://doi.org/10.1080/09298215.2022.2029496","url":null,"abstract":"Present-day inquiries into aspects of 19th century performance style mark the growing quest to revive practices of post-1800 music repertoire. This paper aims to trace whether there be found an impact of recordings made by 19th century violinists of coeval repertoire on current performers who've recorded the same works. Early, intermediate, and present-day recordings (N = 81) of three late-romantic compositions were analyzed for the manner of execution of varied performance features. While similarities between early and current period players were traced to a certain extent, several early period distinctives are still rather absent from prevalent praxis. Results may shed light on performance style and interpretation of late C19 violin repertoire and on the influence of sonic documentation on 21st century players.","PeriodicalId":16553,"journal":{"name":"Journal of New Music Research","volume":"50 1","pages":"413 - 427"},"PeriodicalIF":1.1,"publicationDate":"2021-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42965769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Individualized interpretation: Exploring structural and interpretive effects on evaluations of emotional content in Bach’s Well Tempered Clavier 个性化解读:探讨巴赫《良律律》中情感内容评价的结构效应和阐释效应
IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-10-20 DOI: 10.1080/09298215.2021.1979050
A. Battcock, Michael Schutz
Audiences, juries, and critics continually evaluate performers based on their interpretations of familiar classics. Yet formally assessing the perceptual consequences of interpretive decisions is challenging – particularly with respect to how they shape emotional messages. Here, we explore the issue through comparison of emotion ratings (using scales of arousal and valence) for excerpts of all 48 pieces from Bach’s Well-Tempered Clavier. In this series of studies, participants evaluated one of seven interpretations by highly regarded pianists. This work offers the novel ability to simultaneously explore (1) how different interpretations by expert pianists shape emotional messages, (2) the degree to which structural and interpretative elements shape the clarity of emotional messages, and (3) how interpretative differences affect the strength of specific features or cues to convey musical emotion.
观众、评审团和评论家不断根据表演者对熟悉经典的诠释来评价他们。然而,正式评估解释性决定的感知后果是具有挑战性的,尤其是在它们如何塑造情感信息方面。在这里,我们通过比较巴赫的《脾气好的克莱维尔》中所有48首作品的情感评分(使用唤醒和效价量表)来探讨这个问题。在这一系列研究中,参与者评估了备受推崇的钢琴家的七种诠释之一。这项工作提供了一种新颖的能力,可以同时探索(1)专业钢琴家的不同解释如何塑造情感信息,(2)结构和解释元素在多大程度上塑造情感信息的清晰度,以及(3)解释差异如何影响传达音乐情感的特定特征或线索的强度。
{"title":"Individualized interpretation: Exploring structural and interpretive effects on evaluations of emotional content in Bach’s Well Tempered Clavier","authors":"A. Battcock, Michael Schutz","doi":"10.1080/09298215.2021.1979050","DOIUrl":"https://doi.org/10.1080/09298215.2021.1979050","url":null,"abstract":"Audiences, juries, and critics continually evaluate performers based on their interpretations of familiar classics. Yet formally assessing the perceptual consequences of interpretive decisions is challenging – particularly with respect to how they shape emotional messages. Here, we explore the issue through comparison of emotion ratings (using scales of arousal and valence) for excerpts of all 48 pieces from Bach’s Well-Tempered Clavier. In this series of studies, participants evaluated one of seven interpretations by highly regarded pianists. This work offers the novel ability to simultaneously explore (1) how different interpretations by expert pianists shape emotional messages, (2) the degree to which structural and interpretative elements shape the clarity of emotional messages, and (3) how interpretative differences affect the strength of specific features or cues to convey musical emotion.","PeriodicalId":16553,"journal":{"name":"Journal of New Music Research","volume":"50 1","pages":"447 - 468"},"PeriodicalIF":1.1,"publicationDate":"2021-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46452891","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Move like everyone is watching: Social context affects head motion and gaze in string quartet performance 像每个人都在看的一样移动:社会背景影响弦乐四重奏表演中的头部运动和凝视
IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-08-08 DOI: 10.1080/09298215.2021.1977338
Laura Bishop, Victor González Sánchez, B. Laeng, A. Jensenius, Simon Høffding
Ensemble musicians engage with each other visually through glances and body motion. We conducted a case study to test how string quartet musicians would respond to playing conditions that were meant to discourage or promote visually communicative behaviour. A quartet performed in different seating configurations under rehearsal and concert conditions. Quantity of head motion was reduced when musicians' gaze was constrained. Differences in gaze and body motion between musicians reflected their musical roles in the ensemble. Overall, our findings suggest that gaze and motion dynamics vary within and between performances in response to changing musical, situational and social factors.
合奏乐团的音乐家通过眼神和身体动作在视觉上相互交流。我们进行了一个案例研究,以测试弦乐四重奏音乐家如何应对旨在阻碍或促进视觉交流行为的演奏条件。在排练和音乐会条件下在不同座位上表演的四重奏乐队。当音乐家的目光受到限制时,头部运动的数量会减少。音乐家之间的凝视和身体动作的差异反映了他们在合奏中的音乐角色。总的来说,我们的研究结果表明,随着音乐、情境和社会因素的变化,表演内部和表演之间的凝视和运动动态会发生变化。
{"title":"Move like everyone is watching: Social context affects head motion and gaze in string quartet performance","authors":"Laura Bishop, Victor González Sánchez, B. Laeng, A. Jensenius, Simon Høffding","doi":"10.1080/09298215.2021.1977338","DOIUrl":"https://doi.org/10.1080/09298215.2021.1977338","url":null,"abstract":"Ensemble musicians engage with each other visually through glances and body motion. We conducted a case study to test how string quartet musicians would respond to playing conditions that were meant to discourage or promote visually communicative behaviour. A quartet performed in different seating configurations under rehearsal and concert conditions. Quantity of head motion was reduced when musicians' gaze was constrained. Differences in gaze and body motion between musicians reflected their musical roles in the ensemble. Overall, our findings suggest that gaze and motion dynamics vary within and between performances in response to changing musical, situational and social factors.","PeriodicalId":16553,"journal":{"name":"Journal of New Music Research","volume":"50 1","pages":"392 - 412"},"PeriodicalIF":1.1,"publicationDate":"2021-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46904137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 6
Analysing the relationship between tone and melody in Chaozhou songs 潮州歌曲音调与旋律关系探析
IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-08-08 DOI: 10.1080/09298215.2021.1974490
Xi Zhang, I. Cross
This paper uses corpus analysis to explore relationships between tone and melody in folk and contemporary songs in Chaozhou, a Chinese dialect with eight lexical tones and a wealth of tone sandhi. Results suggest that: (1) there is a high degree of correspondence between tone and melody in Chaozhou song; (2) tone sandhi influences tone-melody correspondence; (3) tones realised in context can be categorised into high-, mid-, and low-pitch groups according to the tone-pitch extreme rather than final pitch; (4) when single tones are performed melismatically across groups of notes, relationships between initial notes of successive groups shapes tone-melody matching.
本文运用语料库分析的方法,探讨了潮州民歌和现代歌曲的音调与旋律之间的关系。潮州是一个有八个词调和丰富变调的中国方言。研究结果表明:(1)潮州歌曲的音调与旋律具有高度的对应性;(2) 变调影响音调与旋律的对应关系;(3) 在上下文中实现的音调可以根据音调的极端而不是最终音调来分类为高音、中音和低音组;(4) 当单个音调在音符组之间完美地执行时,连续组的初始音符之间的关系形成音调-旋律匹配。
{"title":"Analysing the relationship between tone and melody in Chaozhou songs","authors":"Xi Zhang, I. Cross","doi":"10.1080/09298215.2021.1974490","DOIUrl":"https://doi.org/10.1080/09298215.2021.1974490","url":null,"abstract":"This paper uses corpus analysis to explore relationships between tone and melody in folk and contemporary songs in Chaozhou, a Chinese dialect with eight lexical tones and a wealth of tone sandhi. Results suggest that: (1) there is a high degree of correspondence between tone and melody in Chaozhou song; (2) tone sandhi influences tone-melody correspondence; (3) tones realised in context can be categorised into high-, mid-, and low-pitch groups according to the tone-pitch extreme rather than final pitch; (4) when single tones are performed melismatically across groups of notes, relationships between initial notes of successive groups shapes tone-melody matching.","PeriodicalId":16553,"journal":{"name":"Journal of New Music Research","volume":"50 1","pages":"299 - 311"},"PeriodicalIF":1.1,"publicationDate":"2021-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46341613","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Breaking down the musician’s minds: How small changes in the musical instrument can impair your musical performance 打破音乐家的思维:乐器的微小变化会影响你的音乐表现
IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-08-08 DOI: 10.1080/09298215.2021.1973511
Luiz Naveda, Marília Nunes-Silva
The relationship between musicians and their musical instruments has influenced music engagement and musical structure across societies. In this work, we study how musicians react to changes in their instrument and the associations between keys and pitches using experiments that simulate the interface of the accordion. Seventeen accordionists, pianists and guitarists took part in the study. The results show accordion players are more affected by the changes in the musical interface than non-according players, for the same tasks. These observations support the extended cognition hypothesis, which proposes that coupled processes, such as the musician-instrument chain, count as an entire cognitive process.
音乐家和他们的乐器之间的关系影响了整个社会的音乐参与和音乐结构。在这项工作中,我们通过模拟手风琴界面的实验,研究音乐家如何对乐器的变化以及键和音高之间的联系做出反应。17位手风琴演奏家、钢琴家和吉他手参加了这项研究。结果表明,对于相同的任务,手风琴演奏者比非手风琴演奏者更容易受到音乐界面变化的影响。这些观察结果支持扩展认知假说,该假说提出耦合过程,如音乐家-乐器链,可以算作一个完整的认知过程。
{"title":"Breaking down the musician’s minds: How small changes in the musical instrument can impair your musical performance","authors":"Luiz Naveda, Marília Nunes-Silva","doi":"10.1080/09298215.2021.1973511","DOIUrl":"https://doi.org/10.1080/09298215.2021.1973511","url":null,"abstract":"The relationship between musicians and their musical instruments has influenced music engagement and musical structure across societies. In this work, we study how musicians react to changes in their instrument and the associations between keys and pitches using experiments that simulate the interface of the accordion. Seventeen accordionists, pianists and guitarists took part in the study. The results show accordion players are more affected by the changes in the musical interface than non-according players, for the same tasks. These observations support the extended cognition hypothesis, which proposes that coupled processes, such as the musician-instrument chain, count as an entire cognitive process.","PeriodicalId":16553,"journal":{"name":"Journal of New Music Research","volume":"50 1","pages":"373 - 391"},"PeriodicalIF":1.1,"publicationDate":"2021-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48856928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
An investigation of music analysis by the application of grammar-based compressors 基于语法压缩器的音乐分析研究
IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-08-08 DOI: 10.1080/09298215.2021.1978505
D. Humphreys, K. Sidorov, Andrew Jones, David Marshall
Many studies have presented computational models of musical structure, as an important aspect of musicological analysis. However, the use of grammar-based compressors to automatically recover such information is a relatively new and promising technique. We investigate their performance extensively using a collection of nearly 8000 scores, on tasks including error detection, classification, and segmentation, and compare this with a range of more traditional compressors. Further, we detail a novel method for locating transcription errors based on grammar compression. Despite its lack of domain knowledge, we conclude that grammar-based compression offers competitive performance when solving a variety of musicological tasks.
许多研究提出了音乐结构的计算模型,作为音乐学分析的一个重要方面。然而,使用基于语法的压缩器来自动恢复此类信息是一种相对较新且有前景的技术。我们收集了近8000个分数,广泛研究了它们在错误检测、分类和分割等任务中的性能,并将其与一系列更传统的压缩器进行了比较。此外,我们详细介绍了一种基于语法压缩的定位转录错误的新方法。尽管缺乏领域知识,但我们得出结论,基于语法的压缩在解决各种音乐学任务时提供了有竞争力的性能。
{"title":"An investigation of music analysis by the application of grammar-based compressors","authors":"D. Humphreys, K. Sidorov, Andrew Jones, David Marshall","doi":"10.1080/09298215.2021.1978505","DOIUrl":"https://doi.org/10.1080/09298215.2021.1978505","url":null,"abstract":"Many studies have presented computational models of musical structure, as an important aspect of musicological analysis. However, the use of grammar-based compressors to automatically recover such information is a relatively new and promising technique. We investigate their performance extensively using a collection of nearly 8000 scores, on tasks including error detection, classification, and segmentation, and compare this with a range of more traditional compressors. Further, we detail a novel method for locating transcription errors based on grammar compression. Despite its lack of domain knowledge, we conclude that grammar-based compression offers competitive performance when solving a variety of musicological tasks.","PeriodicalId":16553,"journal":{"name":"Journal of New Music Research","volume":"50 1","pages":"312 - 341"},"PeriodicalIF":1.1,"publicationDate":"2021-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44966941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A multi-genre model for music emotion recognition using linear regressors 基于线性回归的音乐情感识别多流派模型
IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-08-08 DOI: 10.1080/09298215.2021.1977336
D. Griffiths, Stuart Cunningham, Jonathan Weinel, R. Picking
ABSTRACT Making the link between human emotion and music is challenging. Our aim was to produce an efficient system that emotionally rates songs from multiple genres. To achieve this, we employed a series of online self-report studies, utilising Russell's circumplex model. The first study (n = 44) identified audio features that map to arousal and valence for 20 songs. From this, we constructed a set of linear regressors. The second study (n = 158) measured the efficacy of our system, utilising 40 new songs to create a ground truth. Results show our approach may be effective at emotionally rating music, particularly in the prediction of valence.
将人类情感与音乐联系起来是一项挑战。我们的目标是创造一个有效的系统,能够从情感上评价多种类型的歌曲。为了实现这一目标,我们采用了一系列在线自我报告研究,利用罗素的循环模型。第一项研究(n = 44)确定了20首歌曲的唤醒和效价的音频特征。由此,我们构造了一组线性回归量。第二项研究(n = 158)测量了我们的系统的有效性,利用40首新歌来创造一个基本的事实。结果表明,我们的方法在情感评价音乐方面可能是有效的,特别是在预测效价方面。
{"title":"A multi-genre model for music emotion recognition using linear regressors","authors":"D. Griffiths, Stuart Cunningham, Jonathan Weinel, R. Picking","doi":"10.1080/09298215.2021.1977336","DOIUrl":"https://doi.org/10.1080/09298215.2021.1977336","url":null,"abstract":"ABSTRACT Making the link between human emotion and music is challenging. Our aim was to produce an efficient system that emotionally rates songs from multiple genres. To achieve this, we employed a series of online self-report studies, utilising Russell's circumplex model. The first study (n = 44) identified audio features that map to arousal and valence for 20 songs. From this, we constructed a set of linear regressors. The second study (n = 158) measured the efficacy of our system, utilising 40 new songs to create a ground truth. Results show our approach may be effective at emotionally rating music, particularly in the prediction of valence.","PeriodicalId":16553,"journal":{"name":"Journal of New Music Research","volume":"50 1","pages":"355 - 372"},"PeriodicalIF":1.1,"publicationDate":"2021-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47452290","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
Recognition of emotions in music through the Adaptive-Network-Based Fuzzy (ANFIS) 基于自适应网络的模糊音乐情感识别
IF 1.1 4区 计算机科学 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2021-08-08 DOI: 10.1080/09298215.2021.1977339
Paulo Sergio da Conceição Moreira, D. Tsunoda
This study aims to recognise emotions in music through the Adaptive-Network-Based Fuzzy (ANFIS). For this, we applied such structure in 877 MP3 files with thirty seconds duration each, collected directly on the YouTube platform, which represent the emotions anger, fear, happiness, sadness, and surprise. We developed four classification strategies, consisting of sets of five, four, three, and two emotions. The results were considered promising, especially for three and two emotions, whose highest hit rates were 65.83% for anger, happiness and sadness, and 88.75% for anger and sadness. A reduction in the hit rate was observed when the emotions fear and happiness were in the same set, raising the hypothesis that only the audio content is not enough to distinguish between these emotions. Based on the results, we identified potential in the application of the ANFIS framework for problems with uncertainty and subjectivity.
本研究旨在通过基于自适应网络的模糊(ANFIS)来识别音乐中的情绪。为此,我们在877个MP3文件中应用了这种结构,每个文件的持续时间为30秒,这些文件直接在YouTube平台上收集,代表了愤怒、恐惧、幸福、悲伤和惊讶的情绪。我们开发了四种分类策略,由五种、四种、三种和两种情绪组成。结果被认为是有希望的,尤其是对三种和两种情绪,其愤怒、快乐和悲伤的最高命中率为65.83%,愤怒和悲伤的命中率为88.75%。当恐惧和快乐情绪处于同一组时,观察到命中率降低,这提出了一种假设,即只有音频内容不足以区分这些情绪。基于这些结果,我们确定了ANFIS框架在解决不确定性和主观性问题方面的应用潜力。
{"title":"Recognition of emotions in music through the Adaptive-Network-Based Fuzzy (ANFIS)","authors":"Paulo Sergio da Conceição Moreira, D. Tsunoda","doi":"10.1080/09298215.2021.1977339","DOIUrl":"https://doi.org/10.1080/09298215.2021.1977339","url":null,"abstract":"This study aims to recognise emotions in music through the Adaptive-Network-Based Fuzzy (ANFIS). For this, we applied such structure in 877 MP3 files with thirty seconds duration each, collected directly on the YouTube platform, which represent the emotions anger, fear, happiness, sadness, and surprise. We developed four classification strategies, consisting of sets of five, four, three, and two emotions. The results were considered promising, especially for three and two emotions, whose highest hit rates were 65.83% for anger, happiness and sadness, and 88.75% for anger and sadness. A reduction in the hit rate was observed when the emotions fear and happiness were in the same set, raising the hypothesis that only the audio content is not enough to distinguish between these emotions. Based on the results, we identified potential in the application of the ANFIS framework for problems with uncertainty and subjectivity.","PeriodicalId":16553,"journal":{"name":"Journal of New Music Research","volume":"50 1","pages":"342 - 354"},"PeriodicalIF":1.1,"publicationDate":"2021-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44382446","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
期刊
Journal of New Music Research
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
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
×
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
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
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