TY - GEN
T1 - Classifying bach's handwritten c-clefs
AU - Niitsuma, Masahiro
AU - Tomita, Yo
PY - 2011
Y1 - 2011
N2 - The aim of this study is to explore how we could use computational technology to help determination of the chronology of music manuscripts. Applying a battery of techniques to Bach's manuscripts reveals the limitation in current image processing techniques, thereby clarifying future tasks. Analysis of C-clefs, the chosen musical symbol for this study, extracted from Bach's manuscripts dating from 1708-1748, is also carried out. Random forest using 15 features produces significant accuracy for chronological classification.
AB - The aim of this study is to explore how we could use computational technology to help determination of the chronology of music manuscripts. Applying a battery of techniques to Bach's manuscripts reveals the limitation in current image processing techniques, thereby clarifying future tasks. Analysis of C-clefs, the chosen musical symbol for this study, extracted from Bach's manuscripts dating from 1708-1748, is also carried out. Random forest using 15 features produces significant accuracy for chronological classification.
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UR - http://www.scopus.com/inward/citedby.url?scp=84873589025&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84873589025
SN - 9780615548654
T3 - Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011
SP - 417
EP - 421
BT - Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011
T2 - 12th International Society for Music Information Retrieval Conference, ISMIR 2011
Y2 - 24 October 2011 through 28 October 2011
ER -