Music Emotion Recognition
eBook - PDF

Music Emotion Recognition

  1. 261 pages
  2. English
  3. PDF
  4. Available on iOS & Android
eBook - PDF

Music Emotion Recognition

About this book

Providing acomplete 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

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription.
No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn more here.
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.4M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1 million books across 1000+ topics, we’ve got you covered! Learn more here.
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more here.
Yes! You can use the Perlego app on both iOS or Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app.
Yes, you can access Music Emotion Recognition by Yi-Hsuan Yang,Homer H. Chen in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.

Information

Table of contents

  1. Front Cover
  2. Contents
  3. Preface
  4. Abbreviations
  5. 1. Introduction
  6. 2. Overview of Emotion Description and Recognition
  7. 3. Music Features
  8. 4. Dimensional MER by Regression
  9. 5. Ranking-Based Emotion Annotation and Model Training
  10. 6. Fuzzy Classification of Music Emotion
  11. 7. Personalized MER and Groupwise MER
  12. 8. Two-Layer Personalization
  13. 9. Probability Music Emotion Distribution Prediction
  14. 10. Lyrics Analysis and Its Application to MER
  15. 11. Chord Recognition and Its Application to MER
  16. 12. Genre Classification and Its Application to MER
  17. 13. Music Retrieval inthe Emotion Plane
  18. 14. Future ResearchDirections
  19. References
  20. Back Cover