IEICE TRANSACTIONS on Information
Automatic Singing Performance Evaluation for Untrained Singers
Summary :
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.
- Publication
- IEICE TRANSACTIONS on Information Vol.E92-D No.8 pp.1596-1600
- Publication Date
- 2009/08/01
- Publicized
- Online ISSN
- 1745-1361
- DOI
- 10.1587/transinf.E92.D.1596
- Type of Manuscript
- LETTER
- Category
- Music Information Processing
Authors
Keyword
Latest Issue
Copyrights notice of machine-translated contents
The copyright of the original papers published on this site belongs to IEICE. Unauthorized use of the original or translated papers is prohibited. See IEICE Provisions on Copyright for details.
Cite this
Copy
Chuan CAO, Ming LI, Xiao WU, Hongbin SUO, Jian LIU, Yonghong YAN, "Automatic Singing Performance Evaluation for Untrained Singers" in IEICE TRANSACTIONS on Information,
vol. E92-D, no. 8, pp. 1596-1600, August 2009, doi: 10.1587/transinf.E92.D.1596.
Abstract: 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.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.E92.D.1596/_p
Copy
@ARTICLE{e92-d_8_1596,
author={Chuan CAO, Ming LI, Xiao WU, Hongbin SUO, Jian LIU, Yonghong YAN, },
journal={IEICE TRANSACTIONS on Information},
title={Automatic Singing Performance Evaluation for Untrained Singers},
year={2009},
volume={E92-D},
number={8},
pages={1596-1600},
abstract={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.},
keywords={},
doi={10.1587/transinf.E92.D.1596},
ISSN={1745-1361},
month={August},}
Copy
TY - JOUR
TI - Automatic Singing Performance Evaluation for Untrained Singers
T2 - IEICE TRANSACTIONS on Information
SP - 1596
EP - 1600
AU - Chuan CAO
AU - Ming LI
AU - Xiao WU
AU - Hongbin SUO
AU - Jian LIU
AU - Yonghong YAN
PY - 2009
DO - 10.1587/transinf.E92.D.1596
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E92-D
IS - 8
JA - IEICE TRANSACTIONS on Information
Y1 - August 2009
AB - 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.
ER -
English
