Finding Musical Pieces with a Similar Emotional Distribution throughout the Same Composition

机译：在整个相同乐曲中寻找具有相似情感分布的音乐作品

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摘要

The aim of this work was to build a system that would enable to automatically compare various interpretations of the same composition in terms of the emotions, and to discover which of them are more and less similar. The stages of building such a computer system include such issues as annotating music data, building regressors, aligning different renditions, detecting and visualizing emotions over time, and result analysis. Analyzing the obtained results for Prelude No. 18 by Frédéric Chopin, the author found which performances of the same composition were more similar to each other and which were quite dissimilar in terms of the shaping of emotions over time.

机译：这项工作的目的是建立一个系统，该系统将能够根据情感自动比较同一构图的各种解释，并发现它们之间越来越相似。建立这样的计算机系统的阶段包括诸如注释音乐数据，建立回归器，对齐不同的表现形式，随着时间的推移检测和可视化情感以及结果分析等问题。分析弗雷德里克·肖邦（FrédéricChopin）创作的18号前奏曲的结果后，作者发现相同构图的哪些表现更为相似，而随着时间的流逝，情绪表现却相差甚远。

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来源
《2019 IEEE International Symposium on INnovations in Intelligent SysTems and Applications》|2019年|1-6|共6页
会议地点 Sofia(BG)
作者
Jacek Grekow;
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作者单位

Faculty of Computer Science, Bialystok University of Technology, Wiejska 45A, Bialystok, 15-351, Poland;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Music; Correlation; Buildings; Training; Feature extraction; Emotion recognition; Audio recording;

机译：音乐;相关性;建筑物;训练;特征提取;情感识别;录音;;

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1. nstruments (from a closed set); identification of musical styles (from a closed set); and recognition of individual musical pieces (open set). The first phase of the study was test development and recording. The second phase entailed presentation of a large set of stimuli to normal listeners. Based on phase 2 findings, an item analysis was performed to eliminate stimuli that were confusing or resulted in high error rates in normals. In phase 3, hearing-impaired participants, using cochlear Impla [J] . Clinical cancer research: an official journal of the American Association for Cancer Research . 2009,第20期

机译：nstruments（来自封闭集）;识别音乐风格（从封闭的场景）;和识别单个音乐作品（开放集）。研究的第一阶段是测试开发和记录。第二阶段需要向正常听众呈现大量刺激。根据第2阶段的发现，进行了一项项目分析，以消除混淆或导致正常错误率较高的刺激。在第3阶段，听力障碍的参与者使用人工耳蜗Impla
2. Cueing musical emotions: An empirical analysis of 24-piece sets by Bach and Chopin documents parallels with emotional speech [J] . Matthew Poon, Michael Schutz Frontiers in Psychology . 2015,第4期

机译：暗示音乐情感：巴赫（Bach）和肖邦（Chopin）的文献对24件套装置进行实证分析的结果与情感言论相似
3. Compositions of mappings of infinitely divisible distributions with applications to finding the limits of some nested subclasses [J] . Maejima Makoto, Ueda Yohei Electronic Communications in Probability . 2010,第2期

机译：无限可分分布的映射的组合及其在查找某些嵌套子类的限制中的应用
4. Finding Musical Pieces with a Similar Emotional Distribution throughout the Same Composition [C] . Jacek Grekow IEEE International Symposium on INnovations in Intelligent SysTems and Applications . 2019

机译：在相同的构成中找到具有类似情绪分布的音乐作品
5. Sighs of the German People: An Emotional History of Musical Sigh - Compositions During the Thirty Years War (1618-1648) [D] . Marks, Thomas J. 2019

机译：德国人的叹息：三十年战争期间音乐叹息的情感历史 - 1618-1648）
6. Cueing musical emotions: An empirical analysis of 24-piece sets by Bach and Chopin documents parallels with emotional speech [O] . Matthew Poon, Michael Schutz -1

机译：暗示音乐情感：巴赫（Bach）和肖邦（Chopin）文件对24件套装与情感言论相类似的实证分析
7. Cueing musical emotions: An empirical analysis of 24-piece sets by Bach and Chopin documents parallels with emotional speech [O] . Matthew ePoon, Michael eSchutz 2015

机译：提示音乐情绪：巴赫和肖邦对24件套的实证分析与情绪言语相似

Finding Musical Pieces with a Similar Emotional Distribution throughout the Same Composition

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