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Automatic singing performance evaluation for untrained singers

Publication ,  Journal Article
Cao, C; Li, M; Wu, X; Suo, H; Liu, J; Yan, Y
Published in: IEICE Transactions on Information and Systems
January 1, 2009

In this letter, we present an automatic approach of objective singing performance evaluation for untrained singers by relating acoustic measurements to perceptual ratings of singing voice quality. Several acoustic parameters and their combination features are investigated to find objective correspondences of the perceptual evaluation criteria. Experimental results show relative strong correlation between perceptual ratings and the combined features and the reliability of the proposed evaluation system is tested to be comparable to human judges. Copyright © 2009 The Institute of Electronics, Information and Communication Engineers.

Duke Scholars

Published In

IEICE Transactions on Information and Systems

DOI

EISSN

1745-1361

ISSN

0916-8532

Publication Date

January 1, 2009

Volume

E92-D

Issue

8

Start / End Page

1596 / 1600

Related Subject Headings

  • Information Systems
  • 46 Information and computing sciences
  • 1801 Law
  • 0906 Electrical and Electronic Engineering
  • 0806 Information Systems
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Cao, C., Li, M., Wu, X., Suo, H., Liu, J., & Yan, Y. (2009). Automatic singing performance evaluation for untrained singers. IEICE Transactions on Information and Systems, E92-D(8), 1596–1600. https://doi.org/10.1587/transinf.E92.D.1596
Cao, C., M. Li, X. Wu, H. Suo, J. Liu, and Y. Yan. “Automatic singing performance evaluation for untrained singers.” IEICE Transactions on Information and Systems E92-D, no. 8 (January 1, 2009): 1596–1600. https://doi.org/10.1587/transinf.E92.D.1596.
Cao C, Li M, Wu X, Suo H, Liu J, Yan Y. Automatic singing performance evaluation for untrained singers. IEICE Transactions on Information and Systems. 2009 Jan 1;E92-D(8):1596–600.
Cao, C., et al. “Automatic singing performance evaluation for untrained singers.” IEICE Transactions on Information and Systems, vol. E92-D, no. 8, Jan. 2009, pp. 1596–600. Scopus, doi:10.1587/transinf.E92.D.1596.
Cao C, Li M, Wu X, Suo H, Liu J, Yan Y. Automatic singing performance evaluation for untrained singers. IEICE Transactions on Information and Systems. 2009 Jan 1;E92-D(8):1596–1600.

Published In

IEICE Transactions on Information and Systems

DOI

EISSN

1745-1361

ISSN

0916-8532

Publication Date

January 1, 2009

Volume

E92-D

Issue

8

Start / End Page

1596 / 1600

Related Subject Headings

  • Information Systems
  • 46 Information and computing sciences
  • 1801 Law
  • 0906 Electrical and Electronic Engineering
  • 0806 Information Systems