{"title":"使用神经网络和细胞自动机的自动旋律生成","authors":"I. D. Matic, A. P. Oliveira, A. Cardoso","doi":"10.1109/NEUREL.2012.6419972","DOIUrl":null,"url":null,"abstract":"This paper discusses solutions for generating melodies in the context of a system that intends to produce music with a specified emotional content. The research sets up from an existing system, which produces music by manipulating and combining MIDI music. We aim to analize the benefit from using automatic music composition techniques in order to improve musical quality, while conforming with the desired emotional content. We considered Neural Networks and Cellular Automata for the task.","PeriodicalId":343718,"journal":{"name":"11th Symposium on Neural Network Applications in Electrical Engineering","volume":"53 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Automatic melody generation using Neural Networks and Cellular Automata\",\"authors\":\"I. D. Matic, A. P. Oliveira, A. Cardoso\",\"doi\":\"10.1109/NEUREL.2012.6419972\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper discusses solutions for generating melodies in the context of a system that intends to produce music with a specified emotional content. The research sets up from an existing system, which produces music by manipulating and combining MIDI music. We aim to analize the benefit from using automatic music composition techniques in order to improve musical quality, while conforming with the desired emotional content. We considered Neural Networks and Cellular Automata for the task.\",\"PeriodicalId\":343718,\"journal\":{\"name\":\"11th Symposium on Neural Network Applications in Electrical Engineering\",\"volume\":\"53 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2012-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"11th Symposium on Neural Network Applications in Electrical Engineering\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NEUREL.2012.6419972\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"11th Symposium on Neural Network Applications in Electrical Engineering","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NEUREL.2012.6419972","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Automatic melody generation using Neural Networks and Cellular Automata
This paper discusses solutions for generating melodies in the context of a system that intends to produce music with a specified emotional content. The research sets up from an existing system, which produces music by manipulating and combining MIDI music. We aim to analize the benefit from using automatic music composition techniques in order to improve musical quality, while conforming with the desired emotional content. We considered Neural Networks and Cellular Automata for the task.
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