Generating Piano Practice Policy with a Gaussian Process

arXiv:2406.04812v1 Announce Type: new
Abstract: A typical process of learning to play a piece on a piano consists of a progression through a series of practice units that focus on individual dimensions of the skill, the so-called practice modes. Practice modes in learning to play music comprise a particularly large set of possibilities, such as hand coordination, posture, articulation, ability to read a music score, correct timing or pitch, etc. Self-guided practice is known to be suboptimal, and a model …

abstract arxiv cs.ai cs.lg dimensions focus music policy practice process series set skill through type units