使用音乐机生成节奏游戏音乐
1Farragut High School, Knoxville, TN, United States.
Frontiers in artificial intelligence
|July 22, 2024
概括
人工智能 (AI) 可以模仿音乐风格,但更喜欢人类生成的音乐. 人工智能显示出作为协作音乐制作工具的潜力.
科学领域:
- 音乐 技术 音乐 技术
- 人工智能的人工智能
- 认知科学 认知科学
背景情况:
- 音乐创作传统上强调人类的创造力和情感表达.
- 人工智能 (AI) 的进步使音乐复制成为可能,因为音乐依赖于模式和重复.
- 像Jukebox这样的AI模型正在开发中,以产生类似人类的音乐.
研究的目的:
- 调查开源神经网络Jukebox在复制艺术核心和管弦乐音乐类型方面的能力.
- 为了比较人类对人工智能生成的音乐与人类生成的音乐的感知.
- 评估AI作为音乐制作中的协作工具的潜力.
主要方法:
- 使用Google Colab笔记本进行计算资源.
- 使用Jukebox,在艺术核心和管弦乐类型中采样并扩展了16个钢琴排列.
- 与当地青年管弦乐团进行了一项调查,以评估人工智能和人类生成的音乐样本.
主要成果:
- 人类参与者更喜欢人类生成的音乐而不是人工智能生成的音乐.
- Jukebox在模仿艺术核心和管弦乐两种类型的风格方面表现出适度的能力.
- 人工智能生成的音乐获得了略高的评分,这表明在复制方面取得了一些成功.
结论:
- 尽管有局限性,Jukebox显示了人工智能在音乐制作中的前景.
- 人工智能可以成为音乐家和制片人的宝贵协作工具.
- 需要进一步的研究来完善AI音乐生成能力.
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