Abstract
The theme and variation music form is a hierarchical structure in music. It has a theme segment at the beginning, followed by a series of variation segments imitating the theme segment. Hence, the primary features of the theme and variation form are repetition and variation at different levels. However, due to the lack of available datasets, the theme and variation form analysis method has not been explored much. Therefore, in this work, we curate and contribute a dataset named Performance of Theme and Variation Form (PTV) and propose a theme and variation form segmentation framework to analyze the theme and variation form. Experiment results show that our method achieves an F1 score of 92.8% on our dataset with some constraints. In addition, we conduct analysis to support and encourage future studies of the theme and variation form.
Original language | English |
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Title of host publication | 2024 IEEE International Conference on Multimedia and Expo (ICME) |
Editors | Jiebo Luo, Junsong Yuan, Xiaoping Zhang |
Place of Publication | Piscataway NJ USA |
Publisher | IEEE, Institute of Electrical and Electronics Engineers |
Number of pages | 6 |
ISBN (Electronic) | 9798350390155 |
ISBN (Print) | 9798350390162 |
DOIs | |
Publication status | Published - 2024 |
Event | IEEE International Conference on Multimedia and Expo 2024 - Niagra Falls, Canada Duration: 15 Jul 2024 → 19 Jul 2024 https://ieeexplore.ieee.org/xpl/conhome/10685847/proceeding (Proceedings) https://2024.ieeeicme.org/ (Website) |
Publication series
Name | Proceedings - IEEE International Conference on Multimedia and Expo |
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Publisher | IEEE, Institute of Electrical and Electronics Engineers |
ISSN (Print) | 1945-7871 |
ISSN (Electronic) | 1945-788X |
Conference
Conference | IEEE International Conference on Multimedia and Expo 2024 |
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Abbreviated title | ICME 2024 |
Country/Territory | Canada |
City | Niagra Falls |
Period | 15/07/24 → 19/07/24 |
Internet address |
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Keywords
- Music form analysis
- music segmentation
- audio processing
- theme and variation music
- classical music analysis