Automatic Singing Performance Evaluation for Untrained Singers

作者:Cao Chuan*; Li Ming; Wu Xiao; Suo Hongbin; Liu Jian; Yan Yonghong
来源:IEICE Transactions on Information and Systems, 2009, E92D(8): 1596-1600.
DOI:10.1587/transinf.E92.D.1596

摘要

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.

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