| Paper Abstract and Keywords |
| Presentation |
2022-03-08 10:30
Movie generation based on higher-order features of music
Takamasa Kobori, Yasunari Obuchi (Tokyo Univ. Tech.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
When posting their music on the Internet, professional musicians create their own videos or order videos, but this is not always easy for amateur composers due to financial and other reasons. In this research, we have developed a program that analyzes music and automatically creates videos. Using machine learning, we extracted abstract features of the music such as "brightness," "orderliness," and "organicity" as numerical values, and built a system that automatically creates images according to these values. The video was based on the frequency spectrum, volume, and audio waveform, and its lines and colors were changed according to those higher-order features to make the video more suitable for the music. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Movie generation / Machine learning / Audio analysis / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 46, pp. 299-300, March 2022. |
| Paper # |
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| Date of Issue |
2022-03-01 (AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
AIT IIEEJ AS CG-ARTS |
| Conference Date |
2022-03-08 - 2022-03-08 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Expressive Japan 2022 |
| Paper Information |
| Registration To |
AS |
| Conference Code |
2022-03-AIT-IIEEJ-AS-ARTS |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Movie generation based on higher-order features of music |
| Sub Title (in English) |
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| Keyword(1) |
Movie generation |
| Keyword(2) |
Machine learning |
| Keyword(3) |
Audio analysis |
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| 1st Author's Name |
Takamasa Kobori |
| 1st Author's Affiliation |
Tokyo University of Technology (Tokyo Univ. Tech.) |
| 2nd Author's Name |
Yasunari Obuchi |
| 2nd Author's Affiliation |
Tokyo University of Technology (Tokyo Univ. Tech.) |
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| Speaker |
Author-1 |
| Date Time |
2022-03-08 10:30:00 |
| Presentation Time |
90 minutes |
| Registration for |
AS |
| Paper # |
AIT2022-118 |
| Volume (vol) |
vol.46 |
| Number (no) |
no.10 |
| Page |
pp.299-300 |
| #Pages |
2 |
| Date of Issue |
2022-03-01 (AIT) |
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