Variance fluctuations in nonstationary time series: a comparative study of music genres

被引:52
作者
Jennings, HD
Ivanov, PC
Martins, AD
da Silva, PC
Viswanathan, GM [1 ]
机构
[1] Univ Fed Alagoas, Dept Fis, BR-57072970 Maceio, AL, Brazil
[2] Univ Fed Alagoas, Dept Artes, BR-57072970 Maceio, AL, Brazil
[3] Wesleyan Univ, Dept Mus, Middletown, CT 06459 USA
[4] Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
[5] Boston Univ, Dept Phys, Boston, MA 02215 USA
[6] Bulgarian Acad Sci, Inst Solid State Phys, BU-1784 Sofia, Bulgaria
[7] Univ Fed Rio Grande do Norte, Dept Fis Teor & Expt, BR-59072970 Natal, RN, Brazil
[8] Univ Fed Rio Grande do Norte, Dept Engn Eletr, BR-59072970 Natal, RN, Brazil
基金
美国国家卫生研究院;
关键词
time series analysis; variance fluctuation; music;
D O I
10.1016/j.physa.2003.12.049
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
An important problem in physics concerns the analysis of audio time series generated by transduced acoustic phenomena. Here,. we develop a new method to quantify the scaling properties of the local variance of nonstationary time series. We apply this technique to analyze audio signals obtained from selected genres of music. We find quantitative differences in the correlation properties of high art music, popular music, and dance music. We discuss the relevance of these objective findings in relation to the subjective experience of music. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:585 / 594
页数:10
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