Music Similarity and Retrieval An Introduction to Audio- and Web-based Strategies

Music Similarity and Retrieval An Introduction to Audio- and Web-based Strategies / by Peter Knees, Markus Schedl.

This book provides a summary of the manifold audio- and web-based approaches to music information retrieval (MIR) research. In contrast to other books dealing solely with music signal processing, it addresses additional cultural and listener-centric aspects and thus provides a more holistic view. Co...

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Bibliographic Details
Main Authors: Knees, Peter (Author), Schedl, Markus (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
Edition:1st ed. 2016.
Series:The Information Retrieval Series, 36
Springer eBook Collection.
Subjects:
Information storage and retrieval.
Application software.
Signal processing.
Image processing.
Speech processing systems.
Big data.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • 1 Introduction to Music Similarity and Retrieval
  • 2 Basic Methods of Audio Signal Processing
  • 3 Audio Feature Extraction for Similarity Measurement
  • 4 Semantic Labeling of Music
  • 5 Contextual Music Meta-data: Comparison and Sources
  • 6 Contextual Music Similarity, Indexing, and Retrieval
  • 7 Listener-centered Data Sources and Aspects: Traces of Music Interaction
  • 8 Collaborative Music Similarity and Recommendation
  • 9 Applications
  • 10 Grand Challenges and Outlook
  • Appendix.

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