| Presentation | 2023-09-22 A Method of Generating Images to Represent Impressions of a Piece of Music Using the Text2Image Model Shoichi Sasaki, Taketoshi Ushiama, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this study, we propose a method for automatically generating images that represent impressions of songs using information on song lyrics and the Text2Image model. Specifically, we analyze the meaning of the lyrics to create a prompt suitable for image generation, and then input the prompt to the Text2Image model to obtain an image. We then conduct subject experiments to verify the validity of the generated images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Music analysis / Image generation / Text2Image / Text impression analysis / Information extraction |
| Paper # | DE2023-26 |
| Date of Issue | 2023-09-14 (DE) |
| Conference Information | |
| Committee | DE / IPSJ-DBS / IPSJ-IFAT |
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| Conference Date | 2023/9/21(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kitakyushu International Conference Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Bigdata management, information retrieval, knowledge discovery, etc. |
| Chair | Masashi Toyoda(Univ. of Tokyo) |
| Vice Chair | Kosuke Takano(Kanagawa Inst. of Tech.) / Chiemi Watanabe(Tsukuba Univ. of Technology) |
| Secretary | Kosuke Takano(Univ. of Tsukuba) / Chiemi Watanabe(Komazawa Univ.) |
| Assistant | Takahiro Komamizu(Nagoya Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Data Engineering / Special Interest Group on Database System / Special Interest Group on Information Fundamentals and Access Technologies |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Method of Generating Images to Represent Impressions of a Piece of Music Using the Text2Image Model |
| Sub Title (in English) | |
| Keyword(1) | Music analysis |
| Keyword(2) | Image generation |
| Keyword(3) | Text2Image |
| Keyword(4) | Text impression analysis |
| Keyword(5) | Information extraction |
| 1st Author's Name | Shoichi Sasaki |
| 1st Author's Affiliation | Kyushu University(Kyushu Univ.) |
| 2nd Author's Name | Taketoshi Ushiama |
| 2nd Author's Affiliation | Kyushu University(Kyushu Univ.) |
| Date | 2023-09-22 |
| Paper # | DE2023-26 |
| Volume (vol) | vol.123 |
| Number (no) | DE-192 |
| Page | pp.pp.89-94(DE), |
| #Pages | 6 |
| Date of Issue | 2023-09-14 (DE) |