| Presentation | 2022-12-21 On the relationship between lyricist-artist entropy and lyricist classification difficulty Mitsuki Morita, Masato Kikuchi, Tadachika Ozono, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Determining a lyricist of a lyric is a more difficult task than an author of a novel. A lyric may contain a mixture of inseparable characteristics of a lyricist, a singer, and topics because some lyricists write songs for singers considering topics. We aim to realize a method to understand and extract the characteristics of lyricists from lyrics. If the characteristics of lyricists are prominent, lyrics can be easily classifiable by lyricists. We investigated whether the lyrist-singer entropy affects classification performance. This investigation suggests how lyricists optimize songwriting for singers. This paper describes our experiments and results. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | lyricist classification / lyricist-artist entropy / lyric analysis / BERT |
| Paper # | AI2022-33 |
| Date of Issue | 2022-12-14 (AI) |
| Conference Information | |
| Committee | AI |
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| Conference Date | 2022/12/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Yuichi Sei(Univ. of Electro-Comm.) |
| Vice Chair | Yuko Sakurai(AIST) / Tadachika Ozono(Nagoya Inst. of Tech.) |
| Secretary | Yuko Sakurai(Tokyo Univ. of Agriculture and Technology) / Tadachika Ozono(Toho Univ.) |
| Assistant | Kazutaka Matsuzaki(Chuo Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Artificial Intelligence and Knowledge-Based Processing |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On the relationship between lyricist-artist entropy and lyricist classification difficulty |
| Sub Title (in English) | |
| Keyword(1) | lyricist classification |
| Keyword(2) | lyricist-artist entropy |
| Keyword(3) | lyric analysis |
| Keyword(4) | BERT |
| 1st Author's Name | Mitsuki Morita |
| 1st Author's Affiliation | Nagoya Institute of Technology(NITech) |
| 2nd Author's Name | Masato Kikuchi |
| 2nd Author's Affiliation | Nagoya Institute of Technology(NITech) |
| 3rd Author's Name | Tadachika Ozono |
| 3rd Author's Affiliation | Nagoya Institute of Technology(NITech) |
| Date | 2022-12-21 |
| Paper # | AI2022-33 |
| Volume (vol) | vol.122 |
| Number (no) | AI-322 |
| Page | pp.pp.1-6(AI), |
| #Pages | 6 |
| Date of Issue | 2022-12-14 (AI) |