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

$39.99

The problems it addresses include emotion representation, annotation of music excerpts, feature extraction, and machine learning.

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About this eTextbook

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.

Publication details

Author: Jacek Grekow
Publisher: Springer
eText ISBN: 9783319706092, 3319706098
Print ISBN: 9783319706085, 331970608X

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About this eTextbook

Publication details

Author: Jacek Grekow
Publisher: Springer
eText ISBN: 9783319706092, 3319706098
Print ISBN: 9783319706085, 331970608X

What you receive

A licensed digital edition of this title, supplied as PDF or EPUB. The format is set by the publisher, so email us the ISBN before ordering and we will confirm which one it is.
Delivered to the email address on your order as a secure download link, usually within minutes and always within 24 hours of payment.
Download links do not expire and there is no cap on re-downloads. Readable on any computer, tablet or phone, online or offline.
This is a digital edition. Nothing is printed, packed or posted, and there is no delivery charge.