Analysis and synthesis of the violin playing style of Heifetz and Oistrakh

Chi Ching Shih, Pei Ching Li, Yi Ju Lin, Yu Lin Wang, Alvin W.Y. Su, Li Su, Yi Hsuan Yang

研究成果: Paper同行評審

摘要

The same music composition can be performed in different ways, and the differences in performance aspects can strongly change the expression and character of the music. Experienced musicians tend to have their own performance style, which reflects their personality, attitudes and beliefs. In this paper, we present a data-driven analysis of the performance style of two master violinists, Jascha Heifetz and David Fyodorovich Oistrakh to find out their differences. Specifically, from 26 gramophone recordings of each of these two violinists, we compute features characterizing performance aspects including articulation, energy, and vibrato, and then compare their style in terms of the accents and legato groups of the music. Based on our findings, we propose algorithms to synthesize violin audio solo recordings of these two masters from scores, for music compositions that we either have or have not observed in the analysis stage. To our best knowledge, this study represents the first attempt that computationally analyzes and synthesizes the playing style of master violinists.

原文English
頁面466-473
頁數8
出版狀態Published - 2017
事件20th International Conference on Digital Audio Effects, DAFx 2017 - Edinburgh, United Kingdom
持續時間: 2017 九月 52017 九月 9

Other

Other20th International Conference on Digital Audio Effects, DAFx 2017
國家United Kingdom
城市Edinburgh
期間17-09-0517-09-09

All Science Journal Classification (ASJC) codes

  • Acoustics and Ultrasonics
  • Music
  • Computer Science Applications
  • Signal Processing

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