{"title":"Research on Music Transition Using Neo- Riemannian Theory and Bayesian Network","authors":"Takuto Machida, A. Ito, Koji Mikami","doi":"10.1109/NicoInt55861.2022.00032","DOIUrl":null,"url":null,"abstract":"In this study, two theoretical studies were combined. On the music theory side, we used Neo-Riemannian theory to analyze the music, and Bayesian networks on the mathematics side. R was used to construct the Bayesian network. Using these two methods, we have developed a mathematical model of musical transitions, and have also attempted to create music based on the probability of chord progressions.","PeriodicalId":328114,"journal":{"name":"2022 Nicograph International (NicoInt)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 Nicograph International (NicoInt)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NicoInt55861.2022.00032","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this study, two theoretical studies were combined. On the music theory side, we used Neo-Riemannian theory to analyze the music, and Bayesian networks on the mathematics side. R was used to construct the Bayesian network. Using these two methods, we have developed a mathematical model of musical transitions, and have also attempted to create music based on the probability of chord progressions.