Publication

Positioning Left-hand Movement in Violin Performance: A System and User Study of Fingering Pattern Generation

Yi-Hsin Jen
2021
Conference paper
Abstract

Organizing fingerings, i.e., choosing which fingers to press on which positions and strings, is a crucial step for playing the violin. As the violin fingering comprises several components, the mapping of a musical phrase to the corresponding fingering arrangement is not unique, and it requires comprehensive musical knowledge for organizing adequate fingerings. In this paper, we study the human-machine cooperative approach to the generation of violin fingering, aiming to build an intelligent system which can provide multiple generation paths and yield adaptable fingering arrangements. For this sake, we compile a new dataset with fingering annotations of multiple versions of performance, propose a deep neural network with conditions on the left-hand movement for fingering generation, and conduct an in-depth user study for detailed responses. Result shows that the proposed system can yield various fingering arrangements according to different performance requirements, though a single generation may not satisfy all the requirements at a time. This highlights the importance of multi-path and human-in-the-loop architecture for violin fingering generation.

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A generation refers to all of the people born and living at about the same time, regarded collectively. It can also be described as, "the average period, generally considered to be about 20–⁠30 years, during which children are born and grow up, become adults, and begin to have children." In kinship terminology, it is a structural term designating the parent-child relationship. It is known as biogenesis, reproduction, or procreation in the biological sciences.
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The Greatest Generation, also known as the G.I. Generation and the World War II generation, is the Western demographic cohort following the Lost Generation and preceding the Silent Generation. The generation is generally defined as people born from 1901 to 1927. They were shaped by the Great Depression and were the primary generation composing the enlisted forces in World War II. Most people of the Greatest Generation are the parents of the Silent Generation and Baby Boomers, and, in turn, were the children of the Lost Generation.
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