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作者:

Rui, Rui (Rui, Rui.) | Bao, Chang-Chun (Bao, Chang-Chun.) (学者:鲍长春)

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摘要:

In this paper, the phase space reconstruction of audio time sequences producing by different instruments is discussed based on the nonlinear dynamic theory. The dense ratio, a novel quantitative recurrence parameter, is proposed to describe the difference of wind, string and keyboard instruments in the phase space by analyzing the recursive property of every instrument. In addition, a method of musical instrument family classification is developed using several classification models by combining the dense ratio with traditional timbre features. The experiments indicate that the accuracy of the proposed method is improved by 4%-7% and 3% in the instrument family classification and individual instrument classification, respectively.

关键词:

Musical instruments Phase space methods

作者机构:

  • [ 1 ] [Rui, Rui]Speech and Audio Signal Processing Laboratory, School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Bao, Chang-Chun]Speech and Audio Signal Processing Laboratory, School of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China

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来源 :

Acta Electronica Sinica

ISSN: 0372-2112

年份: 2012

期: 7

卷: 40

页码: 1481-1488

被引次数:

WoS核心集被引频次: 0

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

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近30日浏览量: 2

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