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Titlebook: From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces; Jacek Grekow Book 2018 Springer International Publishing A

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書目名稱From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces
編輯Jacek Grekow
視頻videohttp://file.papertrans.cn/349/348610/348610.mp4
概述Describes the most important issues in automated systems for music emotion recognition.Covers emotion representation, annotation of music excerpts, feature extraction, and machine learning.Focuses on
叢書名稱Studies in Computational Intelligence
圖書封面Titlebook: From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces;  Jacek Grekow Book 2018 Springer International Publishing A
描述.The problems it addresses include emotion representation, annotation of music excerpts, feature extraction, and machine learning. The book chiefly focuses on content-based analysis of music files, a system that automatically analyzes the structures of a music file and annotates the file with the perceived emotions. Further, it explores emotion detection in MIDI and audio files.. In the experiments presented here, the categorical and dimensional approaches were used, and the knowledge and expertise of music experts with a university music education were used for music file annotation. The automatic emotion detection systems constructed and described in the book make it possible to index and subsequently search through music databases according to emotion. In turn, the emotion maps of musical compositions provide valuable new insights into the distribution of emotions in music and can be used to compare that distribution in different compositions, or to conduct emotional comparisons of different interpretations of the same composition.
出版日期Book 2018
關鍵詞Music Emotion Recognition; Emotion Maps of Musical Compositions; Content-based Music Emotion Recogniti
版次1
doihttps://doi.org/10.1007/978-3-319-70609-2
isbn_softcover978-3-319-88968-9
isbn_ebook978-3-319-70609-2Series ISSN 1860-949X Series E-ISSN 1860-9503
issn_series 1860-949X
copyrightSpringer International Publishing AG 2018
The information of publication is updating

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