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Implement Rule-based and Data-driven fingering algorithms. #8

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NeroBlackstone opened this issue Jul 11, 2023 · 0 comments
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enhancement New feature or request help wanted Extra attention is needed

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@NeroBlackstone
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For now, PianoFingering.jl uses pure rule-based fingering algorithms. It is based on simulated piano performance, use reinforcement learning to minimal motion.

Advantages of rule-based fingering:

  • Personalised fingering, different fingering output for different hand size.
  • Physical playable, it's based on a simulated play.

Advantage of data-driven fingering:

  • fluent, learning from human annotated music score.

The challenge is to combine these two different ways. My next step is to add pure data-driven fingering algorithms.

Then, hard constraints will be added to the data-driven model for personalize fingering output.

@NeroBlackstone NeroBlackstone added enhancement New feature or request help wanted Extra attention is needed labels Jul 11, 2023
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