title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° ÑÐ¸ÑÑÐµÐ¼Ñ Ð´Ð»Ñ Ð¸Ð´ÐµÐ½ÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¸ ÐºÐ¾Ð¼Ð¿Ð¾Ð·Ð¸ÑÐ¾ÑÐ¾Ð² Ñ Ð¿Ð¾Ð¼Ð¾ÑÑÑ Ð¼ÑÐ·ÑÐºÐ°Ð»ÑÐ½ÑÑ ÑÐ¸Ð³Ð½Ð°ÑÑÑ
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of a system for identifying composers using musical signatures
Creators: name: ÐÐ°ÑÐ²ÐµÐµÑ, ÐÐ½Ð´ÑÐµÐ¹
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2022
Subjects: Ð¿Ð¾Ð¸ÑÐº Ð¿Ð¾ÑÐ»ÐµÐ´Ð¾Ð²Ð°ÑÐµÐ»ÑÐ½Ð¾ÑÑÐµÐ¹
ÑÐ¾Ð¿Ð¾ÑÑÐ°Ð²Ð»ÐµÐ½Ð¸Ðµ Ñ Ð¾Ð±ÑÐ°Ð·ÑÐ¾Ð¼
Ð¸Ð´ÐµÐ½ÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸Ñ ÐºÐ¾Ð¼Ð¿Ð¾Ð·Ð¸ÑÐ¾ÑÐ°
Ð¼ÑÐ·ÑÐºÐ°Ð»ÑÐ½ÑÐµ ÑÐ¸Ð³Ð½Ð°ÑÑÑÑ
ÐÑÐ²Ð¸Ð´ ÐÐ¾ÑÐ¿
sequence search
pattern matching
composer identification
music signatures
David Cope

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description: The subject of the graduate qualification work: "Development of a system for identifying composers using musical signatures." In this work, a study was made of the application of a functional signature to solve the composer's problem. Signatures are a pattern that defines the features of the composer's musical style, and therefore can be used to identify him. The obtained research results can be applied in computer music analysis, musicology, recommended systems, and music generation. In the course of the work, were developed and tested a signature search algorithm and a composer detection program that supports signature search. Via our composer detection program, we were carried out 4 experiments with options for solving this problem. As a result of the experiments, the signatures showed good results and turned out to be better than some known approaches to solving the problem, which confirms the hypothesis that using signatures it is possible to identify the composer. As part of the study, the possibility of using a signature to identify a composer randomly generated by the dice method was tested. The experiment has shown that in such patients the signatures show a less successful outcome than with conventional classification. Another study was used to identify comparable composers, but one-off findings could not be drawn from this experiment.