A transformation from a singing voice to complex network using correlation coefficients of audio signals

Qin Yang; Qi Gao; Ruixia Fan

doi:10.1109/ICICIP.2011.6008386

A transformation from a singing voice to complex network using correlation coefficients of audio signals

Qin Yang^*, Qi Gao, Ruixia Fan

^*Corresponding author for this work

School of Automation

Beijing Institute of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

This paper describes a method that transforms audio signal from sing voice into complex network. First, we construct complex networks from audio signal, with each frame represented by a single node in the network. We investigate the statistical properties of these networks for different music and find that different music has very similar statistical properties. Therefore standard measures of structure in complex networks cannot be applied to distinguish different music.

Original language	English
Title of host publication	Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011
Pages	929-930
Number of pages	2
Edition	PART 2
DOIs	https://doi.org/10.1109/ICICIP.2011.6008386
Publication status	Published - 2011
Event	2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011 - Harbin, China Duration: 25 Jul 2011 → 28 Jul 2011

Publication series

Name	Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011
Number	PART 2

Conference

Conference	2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011
Country/Territory	China
City	Harbin
Period	25/07/11 → 28/07/11

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10.1109/ICICIP.2011.6008386

Cite this

Yang, Q., Gao, Q., & Fan, R. (2011). A transformation from a singing voice to complex network using correlation coefficients of audio signals. In Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011 (PART 2 ed., pp. 929-930). Article 6008386 (Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011; No. PART 2). https://doi.org/10.1109/ICICIP.2011.6008386

Yang, Qin ; Gao, Qi ; Fan, Ruixia. / A transformation from a singing voice to complex network using correlation coefficients of audio signals. Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011. PART 2. ed. 2011. pp. 929-930 (Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011; PART 2).

@inproceedings{973b923953584c1b88cd43c057901dc1,

title = "A transformation from a singing voice to complex network using correlation coefficients of audio signals",

abstract = "This paper describes a method that transforms audio signal from sing voice into complex network. First, we construct complex networks from audio signal, with each frame represented by a single node in the network. We investigate the statistical properties of these networks for different music and find that different music has very similar statistical properties. Therefore standard measures of structure in complex networks cannot be applied to distinguish different music.",

author = "Qin Yang and Qi Gao and Ruixia Fan",

year = "2011",

doi = "10.1109/ICICIP.2011.6008386",

language = "English",

isbn = "9781457708145",

series = "Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011",

number = "PART 2",

pages = "929--930",

booktitle = "Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011",

edition = "PART 2",

note = "2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011 ; Conference date: 25-07-2011 Through 28-07-2011",

}

Yang, Q, Gao, Q & Fan, R 2011, A transformation from a singing voice to complex network using correlation coefficients of audio signals. in Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011. PART 2 edn, 6008386, Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011, no. PART 2, pp. 929-930, 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011, Harbin, China, 25/07/11. https://doi.org/10.1109/ICICIP.2011.6008386

A transformation from a singing voice to complex network using correlation coefficients of audio signals. / Yang, Qin; Gao, Qi; Fan, Ruixia.
Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011. PART 2. ed. 2011. p. 929-930 6008386 (Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011; No. PART 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - This paper describes a method that transforms audio signal from sing voice into complex network. First, we construct complex networks from audio signal, with each frame represented by a single node in the network. We investigate the statistical properties of these networks for different music and find that different music has very similar statistical properties. Therefore standard measures of structure in complex networks cannot be applied to distinguish different music.

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Yang Q, Gao Q, Fan R. A transformation from a singing voice to complex network using correlation coefficients of audio signals. In Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011. PART 2 ed. 2011. p. 929-930. 6008386. (Proceedings of the 2nd International Conference on Intelligent Control and Information Processing, ICICIP 2011; PART 2). doi: 10.1109/ICICIP.2011.6008386

A transformation from a singing voice to complex network using correlation coefficients of audio signals

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