{"@context":{"@vocab":"https://cir.nii.ac.jp/schema/1.0/","rdfs":"http://www.w3.org/2000/01/rdf-schema#","dc":"http://purl.org/dc/elements/1.1/","dcterms":"http://purl.org/dc/terms/","foaf":"http://xmlns.com/foaf/0.1/","prism":"http://prismstandard.org/namespaces/basic/2.0/","cinii":"http://ci.nii.ac.jp/ns/1.0/","datacite":"https://schema.datacite.org/meta/kernel-4/","ndl":"http://ndl.go.jp/dcndl/terms/","jpcoar":"https://github.com/JPCOAR/schema/blob/master/2.0/"},"@id":"https://cir.nii.ac.jp/crid/1040022457872269824.json","@type":"Project","projectIdentifier":[{"@type":"KAKEN","@value":"25H01148"},{"@type":"JGN","@value":"JP25H01148"},{"@type":"URI","@value":"https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-25H01148/"}],"jpcoar:awardTitle":[{"@language":"ja","@value":"音楽制作過程の理論モデルと深層学習の階層的統合に基づく自動採譜の研究"},{"@language":"en","@value":"Study on Automatic Music Transcription Based on the Hierarchical Integration of Theoretical Models of Music Production Process and Deep Learning"}],"field":[{"keyword":[{"language":"ja","textList":["中区分61:人間情報学およびその関連分野"]},{"language":"en","textList":["Medium-sized Section 61:Human informatics and related fields"]}]}],"dc:language":"ja","description":[{"type":"outline_of_research_initial","notation":[{"@language":"ja","@value":"音楽情報処理の基盤技術である自動採譜（音響データから演奏・楽譜情報を認識する技術）の実用化を実現すべく、多種多様な音楽データに対する深層学習手法の汎用性を向上させる体系的方法を研究する。当該分野の根本的課題である、大規模データに依存する研究方法の限界を突破するため、本研究では音楽の多様性を音楽制作過程のレイヤ（楽譜・演奏・音響）に分けて整理し、各レイヤで定式化する理論モデルを深層学習の制約化・転移学習・データ拡張などに統合利用する方法を調べる。"}]}],"researcher":[{"@id":"https://cir.nii.ac.jp/crid/1420282801211987456","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"70633551"},{"@type":"NRID","@value":"1000070633551"},{"@type":"NRID","@value":"9000317555604"},{"@type":"NRID","@value":"9000006914133"},{"@type":"NRID","@value":"9000388546571"},{"@type":"NRID","@value":"9000403576743"},{"@type":"NRID","@value":"9000318582868"},{"@type":"NRID","@value":"9000336038937"},{"@type":"NRID","@value":"9000403576728"},{"@type":"NRID","@value":"9000399754547"},{"@type":"NRID","@value":"9000403576723"},{"@type":"NRID","@value":"9000414838272"},{"@type":"NRID","@value":"9000403577241"},{"@type":"NRID","@value":"9000317556051"},{"@type":"NRID","@value":"9000410274038"},{"@type":"NRID","@value":"9000398281144"},{"@type":"NRID","@value":"9000409338328"},{"@type":"NRID","@value":"9000316617965"},{"@type":"NRID","@value":"9000388546568"},{"@type":"NRID","@value":"9000065174497"},{"@type":"NRID","@value":"9000316623884"},{"@type":"NRID","@value":"9000403576682"},{"@type":"NRID","@value":"9000316624036"},{"@type":"NRID","@value":"9000336038913"},{"@type":"NRID","@value":"9000405896340"},{"@type":"NRID","@value":"9000280560703"},{"@type":"NRID","@value":"9000280560908"},{"@type":"NRID","@value":"9000402795598"},{"@type":"NRID","@value":"9000336038934"},{"@type":"NRID","@value":"9000403577254"},{"@type":"NRID","@value":"9000403577221"},{"@type":"NRID","@value":"9000308723328"},{"@type":"NRID","@value":"9000403576716"},{"@type":"NRID","@value":"9000396095736"},{"@type":"NRID","@value":"9000403576950"},{"@type":"NRID","@value":"9000403576733"},{"@type":"RESEARCHMAP","@value":"https://researchmap.jp/n-yuta"}],"foaf:name":[{"@language":"ja","@value":"中島 悠太"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"大阪大学"}],"role":"co_investigator_buntan"},{"@id":"https://cir.nii.ac.jp/crid/1420845751166193536","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"80401595"},{"@type":"NRID","@value":"1000080401595"},{"@type":"NRID","@value":"9000004333582"},{"@type":"NRID","@value":"9000266427517"},{"@type":"NRID","@value":"9000258240604"},{"@type":"NRID","@value":"9000021315812"},{"@type":"NRID","@value":"9000389443078"},{"@type":"NRID","@value":"9000397668725"},{"@type":"NRID","@value":"9000257780477"},{"@type":"NRID","@value":"9000287146081"},{"@type":"NRID","@value":"9000287203263"},{"@type":"NRID","@value":"9000258071277"},{"@type":"NRID","@value":"9000356609126"},{"@type":"NRID","@value":"9000272251537"},{"@type":"NRID","@value":"9000016652522"},{"@type":"NRID","@value":"9000258071469"},{"@type":"NRID","@value":"9000257779337"},{"@type":"NRID","@value":"9000287183064"},{"@type":"NRID","@value":"9000258071430"},{"@type":"NRID","@value":"9000258071449"},{"@type":"NRID","@value":"9000397667263"},{"@type":"NRID","@value":"9000257892086"},{"@type":"NRID","@value":"9000258071531"},{"@type":"NRID","@value":"9000258071188"},{"@type":"NRID","@value":"9000304310647"},{"@type":"NRID","@value":"9000345218763"},{"@type":"NRID","@value":"9000253510602"},{"@type":"NRID","@value":"9000258240599"},{"@type":"NRID","@value":"9000241508573"},{"@type":"NRID","@value":"9000397665728"},{"@type":"NRID","@value":"9000283622272"},{"@type":"NRID","@value":"9000258071248"},{"@type":"NRID","@value":"9000257780315"},{"@type":"NRID","@value":"9000242675823"},{"@type":"NRID","@value":"9000304310696"},{"@type":"NRID","@value":"9000024669441"},{"@type":"NRID","@value":"9000406337049"},{"@type":"NRID","@value":"9000270282954"},{"@type":"NRID","@value":"9000024135434"},{"@type":"NRID","@value":"9000021315621"},{"@type":"NRID","@value":"9000239501477"},{"@type":"NRID","@value":"9000258071525"},{"@type":"NRID","@value":"9000258071434"},{"@type":"NRID","@value":"9000302386844"},{"@type":"NRID","@value":"9000020016967"},{"@type":"NRID","@value":"9000409503389"},{"@type":"NRID","@value":"9000409186900"},{"@type":"NRID","@value":"9000270283305"},{"@type":"NRID","@value":"9000389566132"},{"@type":"NRID","@value":"9000389566131"},{"@type":"RESEARCHMAP","@value":"https://researchmap.jp/itot"}],"foaf:name":[{"@language":"ja","@value":"伊藤 貴之"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"お茶の水女子大学"}],"role":"co_investigator_buntan"},{"@id":"https://cir.nii.ac.jp/crid/1420001326217567616","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"10707574"},{"@type":"NRID","@value":"1000010707574"},{"@type":"ORCID","@value":"0000-0003-4097-6027"},{"@type":"NRID","@value":"9000409583316"},{"@type":"NRID","@value":"9000018788600"},{"@type":"NRID","@value":"9000377386008"},{"@type":"NRID","@value":"9000404296429"},{"@type":"NRID","@value":"9000415044192"},{"@type":"NRID","@value":"9000404261169"},{"@type":"NRID","@value":"9000404261173"},{"@type":"NRID","@value":"9000340446766"},{"@type":"NRID","@value":"9000406226544"},{"@type":"NRID","@value":"9000409583349"},{"@type":"NRID","@value":"9000399248145"},{"@type":"NRID","@value":"9000404261194"},{"@type":"NRID","@value":"9000377385765"},{"@type":"NRID","@value":"9000399166855"},{"@type":"NRID","@value":"9000404312990"},{"@type":"NRID","@value":"9000397665602"},{"@type":"NRID","@value":"9000409583354"},{"@type":"NRID","@value":"9000412112637"},{"@type":"NRID","@value":"9000404296468"},{"@type":"NRID","@value":"9000398985192"},{"@type":"NRID","@value":"9000404296411"},{"@type":"NRID","@value":"9000399566448"},{"@type":"NRID","@value":"9000404312984"},{"@type":"NRID","@value":"9000409021395"},{"@type":"NRID","@value":"9000404261161"},{"@type":"RESEARCHMAP","@value":"https://researchmap.jp/eitanakamura"}],"foaf:name":[{"@language":"ja","@value":"中村 栄太"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"九州大学"}],"role":"principal_investigator"},{"@id":"https://cir.nii.ac.jp/crid/1420282801204001280","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"00408949"},{"@type":"NRID","@value":"1000000408949"},{"@type":"NRID","@value":"9000324636404"},{"@type":"NRID","@value":"9000398823567"},{"@type":"NRID","@value":"9000017548529"},{"@type":"NRID","@value":"9000021946531"},{"@type":"NRID","@value":"9000016984847"},{"@type":"NRID","@value":"9000020242296"},{"@type":"NRID","@value":"9000022064818"},{"@type":"NRID","@value":"9000301713532"},{"@type":"NRID","@value":"9000359904769"}],"foaf:name":[{"@language":"ja","@value":"金子 仁美"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"東京藝術大学"}],"role":"co_investigator_buntan"},{"@id":"https://cir.nii.ac.jp/crid/1420564276190970368","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"90749920"},{"@type":"NRID","@value":"1000090749920"},{"@type":"CINII_AUTHOR_ID","@value":"DA20031470"},{"@type":"URI","@value":"https://ci.nii.ac.jp/author/DA20031470#entity"},{"@type":"URI","@value":"https://viaf.org/viaf/NII%7CDA20031470"},{"@type":"NRID","@value":"9000017512741"},{"@type":"NRID","@value":"9000313628210"},{"@type":"NRID","@value":"9000404099231"},{"@type":"NRID","@value":"9000403423513"},{"@type":"NRID","@value":"9000304619711"},{"@type":"NRID","@value":"9000380977278"},{"@type":"NRID","@value":"9000397679304"},{"@type":"NRID","@value":"9000259826303"},{"@type":"NRID","@value":"9000263031050"},{"@type":"NRID","@value":"9000397664663"},{"@type":"NRID","@value":"9000255960839"},{"@type":"NRID","@value":"9000410627798"},{"@type":"NRID","@value":"9000251391281"},{"@type":"NRID","@value":"9000404821606"},{"@type":"NRID","@value":"9000283335856"},{"@type":"RESEARCHMAP","@value":"https://researchmap.jp/7000012320"}],"foaf:name":[{"@language":"ja","@value":"中鹿 亘"}],"jpcoar:affiliationName":[{"@language":"ja","@value":"電気通信大学"}],"role":"co_investigator_buntan"}],"since":"2025-04-01","until":"2029-03-31","institution":[{"institutionIdentifier":[{"@type":"NII","@value":"0017102"}],"notation":[{"@language":"ja","@value":"九州大学"},{"@language":"en","@value":"Kyushu University"}]}],"fundingProgram":[{"jpcoar:funderName":[{"@language":"ja","@value":"科学研究費助成事業"},{"@language":"en","@value":"Grants-in-Aid for Scientific Research"}]}],"url":[{"@id":"https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-25H01148/","notation":[{"@value":"KAKEN"}]}],"createdAt":"2025-04-17","modifiedAt":"2025-07-01","foaf:topic":[{"@id":"https://cir.nii.ac.jp/all?q=%E8%87%AA%E5%8B%95%E6%8E%A1%E8%AD%9C","dc:title":"自動採譜"},{"@id":"https://cir.nii.ac.jp/all?q=%E6%B7%B1%E5%B1%A4%E5%AD%A6%E7%BF%92","dc:title":"深層学習"},{"@id":"https://cir.nii.ac.jp/all?q=%E7%A2%BA%E7%8E%87%E7%9A%84%E7%94%9F%E6%88%90%E3%83%A2%E3%83%87%E3%83%AB","dc:title":"確率的生成モデル"},{"@id":"https://cir.nii.ac.jp/all?q=%E9%9F%B3%E6%A5%BD%E5%88%B6%E4%BD%9C%E9%81%8E%E7%A8%8B%E3%81%AE%E7%90%86%E8%AB%96%E3%83%A2%E3%83%87%E3%83%AB","dc:title":"音楽制作過程の理論モデル"},{"@id":"https://cir.nii.ac.jp/all?q=%E9%9F%B3%E6%A5%BD%E6%83%85%E5%A0%B1%E5%87%A6%E7%90%86","dc:title":"音楽情報処理"}],"dataSourceIdentifier":[{"@type":"KAKEN","@value":"25H01148"}],"grant":{"grantIdentifier":[{"@type":"NII","@value":"68"}],"jpcoar:fundingStream":[{"@language":"ja","@value":"基盤研究(A)"},{"@language":"en","@value":"Grant-in-Aid for Scientific Research (A)"}]},"allocationClassification":[{"notation":[{"@language":"ja","@value":"補助金"},{"@language":"en","@value":"Single-year Grants"}]}],"projectStatus":"granted","allocationAmount":{"totalCost":{"amount":"46280000","currency":"JPY"},"breakdownCost":[{"notation":[{"@language":"ja","@value":"直接経費"},{"@language":"en","@value":"Direct Cost"}],"amount":"35600000","currency":"JPY"},{"notation":[{"@language":"ja","@value":"間接経費"},{"@language":"en","@value":"Indirect Cost"}],"amount":"10680000","currency":"JPY"}]}}