{"title":"基于随机音乐模型的作曲辅助系统","authors":"Yumi Isowa, Nami Iino, Shigeki Okino, Yasuki Iizuka","doi":"10.1109/IIAI-AAI.2017.24","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a musical composition assistant system for amateur novice composers. The system is based on a stochastic musical model that learns the N-gram frequencies from a musical corpus. The computer does not compose music automatically, but assists musical composition by the human composer by recommending the next notes for the melody. The experimental results show that the system assistant composition reflecting the characteristics of learning data.","PeriodicalId":281712,"journal":{"name":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"A Musical Composition Assistant System Using a Stochastic Musical Model\",\"authors\":\"Yumi Isowa, Nami Iino, Shigeki Okino, Yasuki Iizuka\",\"doi\":\"10.1109/IIAI-AAI.2017.24\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we propose a musical composition assistant system for amateur novice composers. The system is based on a stochastic musical model that learns the N-gram frequencies from a musical corpus. The computer does not compose music automatically, but assists musical composition by the human composer by recommending the next notes for the melody. The experimental results show that the system assistant composition reflecting the characteristics of learning data.\",\"PeriodicalId\":281712,\"journal\":{\"name\":\"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"volume\":\"73 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IIAI-AAI.2017.24\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 6th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IIAI-AAI.2017.24","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Musical Composition Assistant System Using a Stochastic Musical Model
In this paper, we propose a musical composition assistant system for amateur novice composers. The system is based on a stochastic musical model that learns the N-gram frequencies from a musical corpus. The computer does not compose music automatically, but assists musical composition by the human composer by recommending the next notes for the melody. The experimental results show that the system assistant composition reflecting the characteristics of learning data.