ChMusic: A Traditional Chinese Music Dataset for Evaluation of Instrument Recognition Xia Gong Yuxiang Zhu School of Music No.2 High School (Baoshan) of Shandong University of Technology East China Normal University Zibo, Chia Shanghai, China
[email protected] [email protected] Haidi Zhu Haoran Wei Shanghai Institute of Microsystem and Information Technology Department of Electrical and Computer Engineering Chinese Academy of Sciences University of Texas at Dallas Shanghai, China Richardson, USA
[email protected] [email protected] Abstract—Musical instruments recognition is a widely used base on Chinese musical instruments recognition [18, 19], application for music information retrieval. As most of previous dataset used for these research are not publicly available. musical instruments recognition dataset focus on western musical Without an open access Chinese musical instruments dataset, instruments, it is difficult for researcher to study and evaluate the area of traditional Chinese musical instrument recognition. This Another critical problem is that researchers can not evaluate paper propose a traditional Chinese music dataset for training their model performance by a same standard, so results re- model and performance evaluation, named ChMusic. This dataset ported from their papers are not comparable. is free and publicly available, 11 traditional Chinese musical To deal with the problems mentioned above, a traditional instruments and 55 traditional Chinese music excerpts are Chinese music dataset, named ChMusic, is proposed to help recorded in this dataset. Then an evaluation standard is proposed based on ChMusic dataset. With this standard, researchers can training Chinese musical instruments recognition models and compare their results following the same rule, and results from then conducting performance evaluation.