From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces

Language: English

Published by Springer, Palgrave Macmillan Sep 2018, 2018

3319889680 / 9783319889689

Series: Book 259 of 538 - Studies in Computational Intelligence

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This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 152 pp. Englisch.

Seller Inventory # 9783319889689

Title
From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces
Author
Jacek Grekow
Publisher
Springer, Palgrave Macmillan Sep 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3319889680
ISBN 13
9783319889689
Item weight
242 grams
Dimensions
235x155x9 mm
Series
Book 259 of 538: Studies in Computational Intelligence

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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AbeBooks seller since January 23, 2017

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