Statistical Music Modelling and Automation Techniques for Expressive Performance and Accompaniment Generation Capturing Performers' Musicality
| Project/Area Number |
15K16054
|
|---|
| Research Category |
Grant-in-Aid for Young Scientists (B)
|
| Allocation Type | Multi-year Fund |
|---|
| Research Field |
Intelligent informatics
|
|---|
| Research Institution | Kyoto University |
|---|
Principal Investigator |
Nakamura Eita 京都大学, 情報学研究科, 特別研究員(PD) (10707574)
|
|---|
| Research Collaborator |
YOSHII Kazuyoshi 京都大学, 大学院情報学研究科, 講師 (20510001)
KANEKO Hitomi 桐朋学園大学, 音楽学部, 教授 (00408949)
WATANABE Kenji 東京芸術大学, 音楽学部, 教授
SAITO Yasuyuki 木更津工業高等専門学校, 情報工学科, 准教授 (40331996)
KATAYOSE Haruhiro 関西学院大学, 理工学部, 教授 (70294303)
HASHIDA Mitsuyo 相愛大学, 音楽学部, 講師 (20421282)
|
|---|
| Project Period (FY) |
2015-04-01 – 2017-03-31
|
| Project Status |
Completed (Fiscal Year 2016)
|
| Budget Amount *help |
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2016: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2015: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
|
|---|
| Keywords | 音楽情報処理 / 自動伴奏 / 自動作曲 / 音楽アラインメント / 演奏モデル / 統計音楽モデル / 音楽言語モデル / 音楽スタイル / 統計的音楽モデル / 統計的演奏モデル / 自動採譜 |
|---|
| Outline of Final Research Achievements |
Statistical music performance models have been constructed to capture various skill levels and characteristics of performance expressions and applied to information processing techniques. Performance elements such as tempo variation, onset and offset time fluctuation, and performance errors have been incorporated in the constructed performance models, and they have been successfully applied to multiple techniques including automatic music accompaniment, music alignment, and music transcription. In addition, performance data with accessible references to the score information, which are necessary in the research fields of expressive performance generation, music transcription, and music alignment, have been collected and set up as database, which were made available for future studies. Achievements include four journal papers, 15 refereed international conference papers, and 38 other conference presentations.
|
Report
(3 results)
Research Products
(38 results)
