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From content-based music emotion recognition to emotion maps of musical pieces

Author: Jacek Grekow
Publisher: Cham, Switzerland : Springer, 2018.
Series: Studies in computational intelligence, v. 747.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Grekow, Jacek.
From content-based music emotion recognition to emotion maps of musical pieces.
Cham, Switzerland : Springer, 2018
(OCoLC)1006462688
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Jacek Grekow
ISBN: 9783319706092 3319706098
OCLC Number: 1011346803
Description: 1 online resource (xiv, 138 pages) : illustrations (some color)
Contents: Introduction --
Representations of Emotions --
Human Annotation --
MIDI Features --
Hierarchical Emotion Detection in MIDI Files.
Series Title: Studies in computational intelligence, v. 747.
Responsibility: Jacek Grekow.

Abstract:

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  Read more...

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