Development of a Jam Session System with Hatsune Miku That Learns User's Favorite Scat by Reinforcement Learning
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- TSURUDA Joji
- Kyoto Institute of Technology
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- OKA Natsuki
- Kyoto Institute of Technology
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- TANAKA Kazuaki
- Kyoto Institute of Technology
Bibliographic Information
- Other Title
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- ユーザ好みのスキャットを強化学習する初音ミクとのジャムセッションシステムの開発
Abstract
<p>Musicians often use jam sessions as a way to communicate with music. Many studies on jam session systems, which enable jam sessions between people and machines, have been made. In jam sessions, singers often use the scat singing. In our proposed system, a user plays keyboard and the system will reply in scat singing of Hatsune Miku according to the user's performance. We aim to make the system learn the user's preferred scat words by reinforcement learning through jam sessions. We implemented the learning system and confirmed that the system could learn the user’s preference in scat words.</p>
Journal
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- Proceedings of the Annual Conference of JSAI
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Proceedings of the Annual Conference of JSAI JSAI2018 (0), 2D404-2D404, 2018
The Japanese Society for Artificial Intelligence
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Details 詳細情報について
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- CRID
- 1390001288046622848
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- NII Article ID
- 130007424492
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- Text Lang
- ja
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- Data Source
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- JaLC
- CiNii Articles
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- Abstract License Flag
- Disallowed