第四十三章 AI谱曲

教学资料

• 教学参考
• 课件
• 小清爱提问：计算机如何谱曲？ [1]

扩展阅读

• AI100问：计算机如何谱曲？[2]
• 维基百科：计算机谱曲 [3][4]
• 维基百科：ILLIAC suite [5]
• 维基百科：Lejaren Hiller [6]
• DeepMind Perceiver AR [7]
• Magenta [8]

视频展示

• Perceiver AR [9]
• DDSP-VST, 将任何声音转换成音乐，模拟变化的基音和响度 [10]

演示链接

• RNN Performer [11]
• Perceiver AR [12]
• Paint with music [13]
• Listen to transformer [14]
• Sketchpad [15]
• Other Magenta demos [16]

开发者资源

• DeepJ [17]
• Performance RNN [18]
• Perciver AR [19]

高级读者

• S. A. Hedges. 1978. Dice music in the eighteenth century. Music Lett. 59, 2 (1978), 180--187. [20]
• Herremans D, Chuan C H, Chew E. A functional taxonomy of music generation systems[J]. ACM Computing Surveys (CSUR), 2017, 50(5): 1-30. [21]
• A. Hiller Jr, L. and L. M. Isaacson. 1957. Musical composition with a high speed digital computer. In Audio Engineering Society Convention 9. Audio Engineering Society. [22]
• Performance RNN: Generating Music with Expressive Timing and Dynamics [23]
• Mao H H, Shin T, Cottrell G. DeepJ: Style-specific music generation[C]//2018 IEEE 12th International Conference on Semantic Computing (ICSC). IEEE, 2018: 377-382. [24] [25]
• Fernández J D, Vico F. AI methods in algorithmic composition: A comprehensive survey[J]. Journal of Artificial Intelligence Research, 2013, 48: 513-582. [26]
• Hawthorne C, Jaegle A, Cangea C, et al. General-purpose, long-context autoregressive modeling with Perceiver AR[J]. arXiv preprint arXiv:2202.07765, 2022. [27]