Music Similarity and Retrieval

1. Introduction to Music Similarity and Retrieval
Peter Knees, Markus Schedl

Part I. Content-Based MIR

2. Basic Methods of Audio Signal Processing
Peter Knees, Markus Schedl

3. Audio Feature Extraction for Similarity Measurement
Peter Knees, Markus Schedl

4. Semantic Labeling of Music
Peter Knees, Markus Schedl

Part II. Music Context-Based MIR

5. Contextual Music Meta-data: Comparison and Sources
Peter Knees, Markus Schedl

6. Contextual Music Similarity, Indexing, and Retrieval
Peter Knees, Markus Schedl

Part III. User-Centric MIR

7. Listener-Centered Data Sources and Aspects: Traces of Music Interaction
Peter Knees, Markus Schedl

8. Collaborative Music Similarity and Recommendation
Peter Knees, Markus Schedl

Part IV. Current and Future Applications of MIR

9. Applications
Peter Knees, Markus Schedl

10. Grand Challenges and Outlook
Peter Knees, Markus Schedl

Keywords: Computer Science, Information Storage and Retrieval, Computer Appl. in Arts and Humanities, Signal, Image and Speech Processing, Big Data/Analytics