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

• Κύριοι συγγραφείς: Knees, Peter (Συγγραφέας), Schedl, Markus (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2016.
• Σειρά: The Information Retrieval Series, 36
• Θέματα: Computer science.; Big data.; Information storage and retrieval.; Application software.; Computer Science.; Information Storage and Retrieval.; Computer Appl. in Arts and Humanities.; Signal, Image and Speech Processing.; Big Data/Analytics.

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...

Πίνακας περιεχομένων:

• 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.