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An objective singing evaluation approach by relating acoustic measurements to perceptual ratings

Publication ,  Conference
Cao, C; Li, M; Liu, J; Yan, Y
Published in: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH
December 1, 2008

This paper presents an objective singing quality evaluation approach based on a study of the relationship between acoustic measurements and perceptual ratings of singing voice quality. Individual perceptual criteria's contributions to the overall rating are also investigated to find significant evaluation terms. Experimental results show that critical perceptual criteria for singing evaluation have strong correlation with objective acoustic parameters, especially with combined acoustic features. And the proposed objective evaluation approach is tested to be comparable to human judges. Copyright © 2008 ISCA.

Duke Scholars

Published In

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

EISSN

1990-9772

Publication Date

December 1, 2008

Start / End Page

2058 / 2061
 

Citation

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Cao, C., Li, M., Liu, J., & Yan, Y. (2008). An objective singing evaluation approach by relating acoustic measurements to perceptual ratings. In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH (pp. 2058–2061).
Cao, C., M. Li, J. Liu, and Y. Yan. “An objective singing evaluation approach by relating acoustic measurements to perceptual ratings.” In Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2058–61, 2008.
Cao C, Li M, Liu J, Yan Y. An objective singing evaluation approach by relating acoustic measurements to perceptual ratings. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2008. p. 2058–61.
Cao, C., et al. “An objective singing evaluation approach by relating acoustic measurements to perceptual ratings.” Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2008, pp. 2058–61.
Cao C, Li M, Liu J, Yan Y. An objective singing evaluation approach by relating acoustic measurements to perceptual ratings. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2008. p. 2058–2061.

Published In

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

EISSN

1990-9772

Publication Date

December 1, 2008

Start / End Page

2058 / 2061