In this paper, we propose a method that estimates appropriate violin fingering according to the performer's skill level based on a conditional random field (CRF). A violin is an instrument that can produce the same pitch for different fingering patterns, and these patterns depend on skill level...
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Whether it's the soulful strains of a violin solo or the rhythmic pulse of a drum circle, instruments have the power to convey emotions, tell stories, and evoke powerful sensations in listeners. Each instrument has its unique timbre, range, and tonal qualities, allowing musicians to create a...
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