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A study on singing performance evaluation criteria for untrained singers

Publication ,  Conference
Cao, C; Li, M; Liu, J; Yan, Y
Published in: International Conference on Signal Processing Proceedings, ICSP
December 1, 2008

This paper describes a study of subjective criteria for untrained singers' singing voice quality evaluation, focusing on the perceptual aspects that have relatively strong acoustic implications. And the correlation among the individual perceptual criteria is also investigated. A SVM regression method is applied to find the importance of every evaluation criterion. Experiments on a 200 singing clips dataset are conducted to give promising results. And probable acoustic cues are introduced for a future prospect. © 2008 IEEE.

Duke Scholars

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International Conference on Signal Processing Proceedings, ICSP

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Publication Date

December 1, 2008

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1475 / 1478
 

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Cao, C., Li, M., Liu, J., & Yan, Y. (2008). A study on singing performance evaluation criteria for untrained singers. In International Conference on Signal Processing Proceedings, ICSP (pp. 1475–1478). https://doi.org/10.1109/ICOSP.2008.4697411
Cao, C., M. Li, J. Liu, and Y. Yan. “A study on singing performance evaluation criteria for untrained singers.” In International Conference on Signal Processing Proceedings, ICSP, 1475–78, 2008. https://doi.org/10.1109/ICOSP.2008.4697411.
Cao C, Li M, Liu J, Yan Y. A study on singing performance evaluation criteria for untrained singers. In: International Conference on Signal Processing Proceedings, ICSP. 2008. p. 1475–8.
Cao, C., et al. “A study on singing performance evaluation criteria for untrained singers.” International Conference on Signal Processing Proceedings, ICSP, 2008, pp. 1475–78. Scopus, doi:10.1109/ICOSP.2008.4697411.
Cao C, Li M, Liu J, Yan Y. A study on singing performance evaluation criteria for untrained singers. International Conference on Signal Processing Proceedings, ICSP. 2008. p. 1475–1478.

Published In

International Conference on Signal Processing Proceedings, ICSP

DOI

Publication Date

December 1, 2008

Start / End Page

1475 / 1478