The Correspondence of Music Emotion and Timbre in Sustained Musical Instrument Sounds

被引:14
|
作者
Wu, Bin [1 ,2 ]
Horner, Andrew [2 ]
Lee, Chung [3 ]
机构
[1] Hong Kong Univ Sci & Technol, Dept Comp Sci & Engn, Kowloon, Hong Kong, Peoples R China
[2] Hong Kong Univ Sci & Technol, Dept Comp Sci, Kowloon, Hong Kong, Peoples R China
[3] Hong Kong Univ Sci & Technol, Kowloon, Hong Kong, Peoples R China
来源
关键词
DIMENSIONS; MODEL;
D O I
10.17743/jaes.2014.0037
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Music is one of the strongest triggers of emotions. Melody, rhythm, and harmony are important triggers, but what about timbre? Do musical instruments have an emotional predisposition? For example, is the melancholy sound of the English horn due to its timbre or how it is used? Though music emotion recognition has received a lot of attention; researchers have only recently begun considering the relationship between emotion and timbre. Therefore, we designed listening tests to compare sounds from eight wind and bowed string instruments. We wanted to know if some sounds were consistently perceived as being happier or sadder in pairwise comparisons. Eight emotions were tested. The results showed strong emotional predispositions for each instrument. The emotions Happy, Joyful, Heroic, and Comic were strongly correlated with one another, and the violin, trumpet, and clarinet best evoked these emotions. Sad and Depressed were also strongly correlated and were best evoked by the horn and flute. Scary was an emotional outlier, and the oboe had an emotionally neutral disposition. We also correlated emotion and several spectral features and found that emotion correlated significantly with average spectral centroid and spectral centroid deviation for nearly all emotions. To determine which spectral features were most important aside from spectral centroid, we conducted follow-up listening tests of centroid-equalized sounds as well as static sounds. The results showed that the even/odd harmonic ratio significantly correlated with most emotions. This suggests that the even/odd harmonic ratio is perhaps the most salient timbral feature after attack time and brightness. These results provide new insights for orchestration.
引用
收藏
页码:663 / 675
页数:13
相关论文
共 50 条
  • [1] Dynamic Spectral Envelope Modeling for Timbre Analysis of Musical Instrument Sounds
    Burred, Juan Jose
    Roebel, Axel
    Sikora, Thomas
    [J]. IEEE TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2010, 18 (03): : 663 - 674
  • [2] UNSUPERVISED MUSICAL TIMBRE TRANSFER FOR NOTIFICATION SOUNDS
    Yang, Jing
    Cinquin, Tristan
    Soros, Gabor
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, : 3735 - 3739
  • [3] Fast recognition of musical sounds based on timbre
    Agus, Trevor R.
    Suied, Clara
    Thorpe, Simon J.
    Pressnitzer, Daniel
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2012, 131 (05): : 4124 - 4133
  • [5] Brightness perception for musical instrument sounds: Relation to timbre dissimilarity and source-cause categories
    Saitis, Charalampos
    Siedenburg, Kai
    [J]. JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 2020, 148 (04): : 2256 - 2266
  • [6] The Effect of MP3 Compression on the Timbre Space of Sustained Musical Instrument Tones
    Lee, Chung
    Horner, Andrew
    Wu, Bin
    [J]. JOURNAL OF THE AUDIO ENGINEERING SOCIETY, 2013, 61 (11): : 840 - 849
  • [7] The Emotional Characteristics and Timbre of Nonsustaining Instrument Sounds
    Chau, Chuck-Jee
    Wu, Bin
    Horner, Andrew
    [J]. JOURNAL OF THE AUDIO ENGINEERING SOCIETY, 2015, 63 (04): : 228 - 244
  • [8] Affinity for music: A study of the role of emotion in musical instrument learning
    StGeorge, Jennifer
    Holbrook, Allyson
    Cantwell, Robert
    [J]. INTERNATIONAL JOURNAL OF MUSIC EDUCATION, 2014, 32 (03) : 264 - 277
  • [9] PITCH-TIMBRE DISENTANGLEMENT OF MUSICAL INSTRUMENT SOUNDS BASED ON VAE-BASED METRIC LEARNING
    Tanaka, Keitaro
    Nishikimi, Ryo
    Bando, Yoshiaki
    Yoshii, Kazuyoshi
    Morishima, Shigeo
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP 2021), 2021, : 111 - 115
  • [10] THE EFFECTS OF TIMBRE ON NEURAL RESPONSES TO MUSICAL EMOTION
    Zhang, Weixia
    Liu, Fang
    Zhou, Linshu
    Wang, Wanqi
    Jiang, Hanyuan
    Jiang, Cunmei
    [J]. MUSIC PERCEPTION, 2019, 37 (02): : 134 - 146