TY - GEN
T1 - Music style analysis among Haydn, Mozart and beethoven
T2 - 43rd International Computer Music Conference, ICMC 2017 and the 6th International Electronic Music Week, EMW 2017
AU - Wen, Ru
AU - Xie, Zheng
AU - Chen, Kai
AU - Guo, Ruoxuan
AU - Xu, Kuan
AU - Huang, Wenmin
AU - Tian, Jiyuan
AU - Wu, Jiang
N1 - Publisher Copyright:
© 2016 Ru Wen etal.
PY - 2017
Y1 - 2017
N2 - Different musicians have quite different styles, which has influenced by their different historical backgrounds, personalities, and experiences. In this paper, we propose an approach to extract melody based features from sheet music, as well as an unsupervised clustering method for discovering music styles. Since that existing corpus is not sufficient for this research in terms of completeness or data format, a new corpus of Haydn, Mozart and Beethoven in MusicXML format is created for research. By applying this approach, similar and different styles are discovered. The analysis results conform to the Implication-Realization model, one of the most significant modern theories of melodic expectation, which confirms the validity of our approach.
AB - Different musicians have quite different styles, which has influenced by their different historical backgrounds, personalities, and experiences. In this paper, we propose an approach to extract melody based features from sheet music, as well as an unsupervised clustering method for discovering music styles. Since that existing corpus is not sufficient for this research in terms of completeness or data format, a new corpus of Haydn, Mozart and Beethoven in MusicXML format is created for research. By applying this approach, similar and different styles are discovered. The analysis results conform to the Implication-Realization model, one of the most significant modern theories of melodic expectation, which confirms the validity of our approach.
UR - https://www.scopus.com/pages/publications/85040089073
M3 - 会议稿件
AN - SCOPUS:85040089073
T3 - 2017 ICMC/EMW - 43rd International Computer Music Conference and the 6th International Electronic Music Week
SP - 323
EP - 328
BT - 2017 ICMC/EMW - 43rd International Computer Music Conference and the 6th International Electronic Music Week
PB - Shanghai Conservatory of Music
Y2 - 15 October 2017 through 20 October 2017
ER -