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

From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces
Author :
Publisher : Springer
Total Pages : 142
Release :
ISBN-10 : 9783319706092
ISBN-13 : 3319706098
Rating : 4/5 (92 Downloads)

Book Synopsis From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces by : Jacek Grekow

Download or read book From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces written by Jacek Grekow and published by Springer. This book was released on 2017-11-02 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


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

From Content-based Music Emotion Recognition to Emotion Maps of Musical Pieces
Language: en
Pages: 142
Authors: Jacek Grekow
Categories: Technology & Engineering
Type: BOOK - Published: 2017-11-02 - Publisher: Springer

DOWNLOAD EBOOK

The problems it addresses include emotion representation, annotation of music excerpts, feature extraction, and machine learning. The book chiefly focuses on co
Music Emotion Recognition
Language: en
Pages: 261
Authors: Yi-Hsuan Yang
Categories: Computers
Type: BOOK - Published: 2011-02-22 - Publisher: CRC Press

DOWNLOAD EBOOK

Providing a complete review of existing work in music emotion developed in psychology and engineering, Music Emotion Recognition explains how to account for the
Computer Information Systems and Industrial Management
Language: en
Pages: 754
Authors: Khalid Saeed
Categories: Computers
Type: BOOK - Published: 2016-09-09 - Publisher: Springer

DOWNLOAD EBOOK

This book constitutes the proceedings of the 15th IFIP TC8 International Conference on Computer Information Systems and Industrial Management, CISIM 2016, held
Unconventional Computing, Arts, Philosophy
Language: en
Pages: 598
Authors: Andrew Adamatzky
Categories: Computers
Type: BOOK - Published: 2022-10-04 - Publisher: World Scientific

DOWNLOAD EBOOK

The unique compendium re-assesses the value of future and emergent computing technologies via artistic and philosophical means. The book encourages scientists t
Foundations of Intelligent Systems
Language: en
Pages: 485
Authors: Denis Helic
Categories: Computers
Type: BOOK - Published: 2020-09-17 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book constitutes the proceedings of the 25th International Symposium on Foundations of Intelligent Systems, ISMIS 2020, held in Graz, Austria, in October 2