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題名 Towards an Automatic Music Arrangement Framework Using Score Reduction
作者 沈錳坤
SHAN,MAN-KWAN
CHIU,SHIH-CHUAN
HUANG,JIUN-LONG
貢獻者 資科系
日期 2012.01
上傳時間 11-Nov-2013 16:27:44 (UTC+8)
摘要 Score reduction is a process that arranges music for a target instrument by reducing original music. In this study we present a music arrangement framework that uses score reduction to automatically arrange music for a target instrument. The original music is first analyzed to determine the type of arrangement element of each section, then the phrases are identified and each is assigned a utility according to its type of arrangement element. For a set of utility-assigned phrases, we transform the music arrangement into an optimization problem and propose a phrase selection algorithm. The music is arranged by selecting appropriate phrases satisfying the playability constraints of a target instrument. Using the proposed framework, we implement a music arrangement system for the piano. An approach similar to Turing test is used to evaluate the quality of the music arranged by our system. The experiment results show that our system is able to create viable music for the piano.
關聯 ACM Transactions on Multimedia Computing, Communications and Applications, 8(1) , 8:1-8:23
資料類型 article
DOI http://dx.doi.org/10.1145/2071396.2071404
dc.contributor 資科系en_US
dc.creator (作者) 沈錳坤zh_TW
dc.creator (作者) SHAN,MAN-KWAN-
dc.creator (作者) CHIU,SHIH-CHUANen_US
dc.creator (作者) HUANG,JIUN-LONGen_US
dc.date (日期) 2012.01en_US
dc.date.accessioned 11-Nov-2013 16:27:44 (UTC+8)-
dc.date.available 11-Nov-2013 16:27:44 (UTC+8)-
dc.date.issued (上傳時間) 11-Nov-2013 16:27:44 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/61582-
dc.description.abstract (摘要) Score reduction is a process that arranges music for a target instrument by reducing original music. In this study we present a music arrangement framework that uses score reduction to automatically arrange music for a target instrument. The original music is first analyzed to determine the type of arrangement element of each section, then the phrases are identified and each is assigned a utility according to its type of arrangement element. For a set of utility-assigned phrases, we transform the music arrangement into an optimization problem and propose a phrase selection algorithm. The music is arranged by selecting appropriate phrases satisfying the playability constraints of a target instrument. Using the proposed framework, we implement a music arrangement system for the piano. An approach similar to Turing test is used to evaluate the quality of the music arranged by our system. The experiment results show that our system is able to create viable music for the piano.en_US
dc.format.extent 5431019 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) ACM Transactions on Multimedia Computing, Communications and Applications, 8(1) , 8:1-8:23en_US
dc.title (題名) Towards an Automatic Music Arrangement Framework Using Score Reductionen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1145/2071396.2071404en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1145/2071396.2071404en_US