通过自适应可视化和数字增强钢琴学习和即兴演奏

J. A. Deja
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引用次数: 0

摘要

几个世纪以来,学习钢琴一直是初学者、专家和技术人员面临的挑战。已经引入了一些创新来支持正确的姿势,动作和动机,而视读和即兴创作仍然是最少探索的领域。在这个博士学位中,我们通过重新设计钢琴增强作为一个互动和自适应的空间来解决这个差距。具体来说,我们将探索如何通过双管齐下的方法来支持学习者的自适应可视化:(1)根据学习者的熟练程度设计自适应可视化,以支持常规的钢琴演奏;(2)通过在钢琴上投影专家注释来帮助他们鼓励即兴创作。为此,我们将建立一个模型来理解学习者时空数据的复杂性,并利用这些数据来支持学习。然后,我们将通过允许实践和即兴创作的用户研究来评估我们的方法。我们的工作有助于自适应可视化如何推动乐器学习,并支持沉浸式空间中的多目标选择任务。
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Piano Learning and Improvisation through Adaptive Visualisation and Digital Augmentation
The task of learning the piano has been a centuries-old challenge for novices, experts and technologists. Several innovations have been introduced to support proper posture, movement, and motivation, while sight-reading and improvisation remain the least-explored areas. In this PhD, we address this gap by redesigning the piano augmentation as an interactive and adaptive space. Specifically, we will explore how to support learners with adaptive visualisations through a two-pronged approach: (1) by designing adaptive visualisations based on the proficiency of the learner to support regular piano playing and (2) by assisting them with expert annotations projected on the piano to encourage improvisation. To this end, we will build a model to understand the complexities of learners’ spatiotemporal data and use these to support learning. We will then evaluate our approach through user studies enabling practice and improvisation. Our work contributes to how adaptive visualisations can push music instrument learning and support multi-target selection tasks in immersive spaces.
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