Music Form Analysis: A Case Study of the Theme and Variations Form

Jing Zhao, Kok Sheik Wong, Vishnu Monn Baskaran, Kiki Adhinugraha, David Taniar

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

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 languageEnglish
Title of host publication2024 IEEE International Conference on Multimedia and Expo (ICME)
EditorsJiebo Luo, Junsong Yuan, Xiaoping Zhang
Place of PublicationPiscataway NJ USA
PublisherIEEE, Institute of Electrical and Electronics Engineers
Number of pages6
ISBN (Electronic)9798350390155
ISBN (Print)9798350390162
DOIs
Publication statusPublished - 2024
EventIEEE International Conference on Multimedia and Expo 2024 - Niagra Falls, Canada
Duration: 15 Jul 202419 Jul 2024
https://ieeexplore.ieee.org/xpl/conhome/10685847/proceeding (Proceedings)
https://2024.ieeeicme.org/ (Website)

Publication series

NameProceedings - IEEE International Conference on Multimedia and Expo
PublisherIEEE, Institute of Electrical and Electronics Engineers
ISSN (Print)1945-7871
ISSN (Electronic)1945-788X

Conference

ConferenceIEEE International Conference on Multimedia and Expo 2024
Abbreviated titleICME 2024
Country/TerritoryCanada
CityNiagra Falls
Period15/07/2419/07/24
Internet address

Keywords

  • Music form analysis
  • music segmentation
  • audio processing
  • theme and variation music
  • classical music analysis

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