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Generating Homophonic Music with LSTMs Dedicated to Melody and Harmony
https://ipsj.ixsq.nii.ac.jp/records/214937
https://ipsj.ixsq.nii.ac.jp/records/214937bceb7b4d-2cbd-49f5-a570-10d3b71bbe04
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
IPSJ-Z83-2P-07.pdf (370.1 kB)
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Copyright (c) 2021 by the Information Processing Society of Japan
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| Item type | National Convention(1) | |||||||||
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| 公開日 | 2021-03-04 | |||||||||
| タイトル | ||||||||||
| タイトル | Generating Homophonic Music with LSTMs Dedicated to Melody and Harmony | |||||||||
| 言語 | ||||||||||
| 言語 | eng | |||||||||
| キーワード | ||||||||||
| 主題Scheme | Other | |||||||||
| 主題 | 人工知能と認知科学 | |||||||||
| 資源タイプ | ||||||||||
| 資源タイプ識別子 | http://purl.org/coar/resource_type/c_5794 | |||||||||
| 資源タイプ | conference paper | |||||||||
| 著者所属 | ||||||||||
| 法大 | ||||||||||
| 著者所属 | ||||||||||
| 法大 | ||||||||||
| 著者名 |
Clement, Saint Marc
× Clement, Saint Marc
× 伊藤, 克亘
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| 論文抄録 | ||||||||||
| 内容記述タイプ | Other | |||||||||
| 内容記述 | The goal of this research is to create a Neural Network model capable of generating music without any user input. The generated music should be “meaningful”, that is to say,it should sound like it has a purpose.Throughout the years, many attempts have been made at creating music procedurally. However, very few of those attempts managed to create music with “meaning”.By first generating melodies with meaning, then chord progressions to fit a generated melody, as well as using intervals relative to the key of the piece for data representation, the model introduced in this research aims to generate music that is comparable to that of a human composer.The generated music is homophonic, consisting of a melody accompanied by block chords. The output is in the MIDI format. | |||||||||
| 書誌レコードID | ||||||||||
| 収録物識別子タイプ | NCID | |||||||||
| 収録物識別子 | AN00349328 | |||||||||
| 書誌情報 |
第83回全国大会講演論文集 巻 2021, 号 1, p. 267-268, 発行日 2021-03-04 |
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| 出版者 | ||||||||||
| 言語 | ja | |||||||||
| 出版者 | 情報処理学会 | |||||||||
