cs.AI updates on arXiv.org 10月30日 12:18
AI艺术创作:新形式档案的探索
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本文探讨了AI技术与艺术创作流程的结合,通过合作开发名为‘Studies for’的生成声音装置,利用SpecMaskGIT模型生成实时八通道声音,创造沉浸式听觉体验。文章强调艺术家反馈、艺术家作品数据集以及新颖输出的必要性,提出人机共创框架,拓展了声音艺术的创作与存档新可能性。

arXiv:2510.25228v1 Announce Type: cross Abstract: This paper explores the integration of AI technologies into the artistic workflow through the creation of Studies for, a generative sound installation developed in collaboration with sound artist Evala (https://www.ntticc.or.jp/en/archive/works/studies-for/). The installation employs SpecMaskGIT, a lightweight yet high-quality sound generation AI model, to generate and playback eight-channel sound in real-time, creating an immersive auditory experience over the course of a three-month exhibition. The work is grounded in the concept of a "new form of archive," which aims to preserve the artistic style of an artist while expanding beyond artists' past artworks by continued generation of new sound elements. This speculative approach to archival preservation is facilitated by training the AI model on a dataset consisting of over 200 hours of Evala's past sound artworks. By addressing key requirements in the co-creation of art using AI, this study highlights the value of the following aspects: (1) the necessity of integrating artist feedback, (2) datasets derived from an artist's past works, and (3) ensuring the inclusion of unexpected, novel outputs. In Studies for, the model was designed to reflect the artist's artistic identity while generating new, previously unheard sounds, making it a fitting realization of the concept of "a new form of archive." We propose a Human-AI co-creation framework for effectively incorporating sound generation AI models into the sound art creation process and suggest new possibilities for creating and archiving sound art that extend an artist's work beyond their physical existence. Demo page: https://sony.github.io/studies-for/

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AI艺术 声音艺术 生成模型 人机共创 艺术存档
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