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Emotions,Learn
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Located in: Whitnash, Warwickshire, United Kingdom
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eBay item number:324156515925
Item specifics
- Condition
- Subjects
- N/A
- Type
- Textbook
- Depth
- 19.05mm
- Region
- N/A
- Publication Country
- US
- Weight
- 498.951607g
- Era
- N/A
- Topic
- N/A
- Width
- 152.4mm
- Modified Item
- No
- ISBN-10
- N/A
- Pagination
- 261
- Country/Region of Manufacture
- United States
- Publication Year
- 2011
- Height
- 235mm
- Special Attributes
- N/A
- Country
- N/A
- Title
- Music Emotion Recognition
- City
- N/A
- Edition
- N/A
- Imprint
- CRC Press Inc
- Series
- Multimedia Computing, Communication and Intelligence
- ISBN
- 9781439850466
- Subject Area
- Multimedia
- Publication Name
- Music Emotion Recognition
- Publisher
- Taylor & Francis INC International Concepts
- Subject
- Computer Science
- Format
- Hardcover
- Language
- English
- Item Height
- 234mm
- Item Width
- 156mm
- Item Weight
- 499g
- Number of Pages
- 261 Pages
About this product
Product Information
Providing a complete review of existing work in music emotion developed in psychology and engineering, Music Emotion Recognition explains how to account for the subjective nature of emotion perception in the development of automatic music emotion recognition (MER) systems. Among the first publications dedicated to automatic MER, it begins with a comprehensive introduction to the essential aspects of MER--including background, key techniques, and applications. This ground-breaking reference examines emotion from a dimensional perspective. It defines emotions in music as points in a 2D plane in terms of two of the most fundamental emotion dimensions according to psychologists--valence and arousal. The authors present a computational framework that generalizes emotion recognition from the categorical domain to real-valued 2D space. They also: Introduce novel emotion-based music retrieval and organization methods Describe a ranking-base emotion annotation and model training method Present methods that integrate information extracted from lyrics, chord sequence, and genre metadata for improved accuracy Consider an emotion-based music retrieval system that is particularly useful for mobile devices The book details techniques for addressing the issues related to: the ambiguity and granularity of emotion description, heavy cognitive load of emotion annotation, subjectivity of emotion perception, and the semantic gap between low-level audio signal and high-level emotion perception. Complete with more than 360 useful references, 12 example MATLAB(R) codes, and a listing of key abbreviations and acronyms, this cutting-edge guide supplies the technical understanding and tools needed to develop your own automatic MER system based on the automatic recognition model.
Product Identifiers
Publisher
Taylor & Francis INC International Concepts
ISBN-13
9781439850466
eBay Product ID (ePID)
97610876
Product Key Features
Subject Area
Multimedia
Publication Name
Music Emotion Recognition
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2011
Type
Textbook
Number of Pages
261 Pages
Dimensions
Item Height
234mm
Item Width
156mm
Item Weight
499g
Additional Product Features
Series Title
Multimedia Computing, Communication and Intelligence
Country/Region of Manufacture
United States
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