Peter Knees / RecSys Summer School 2019

Music Recommenders

Lecture held by Peter Knees at The ACM Summer School on Recommender Systems,
September 9th-13th, 2019, Gothenburg, Sweden.

Preparation Material (not mandatory, but helpful...)

• Chapter: Music Recommender Systems
  Schedl M., Knees P., McFee B., Bogdanov D., Kaminskas M. (2015).
  In: Ricci F., Rokach L., Shapira B. (eds) Recommender Systems Handbook. Springer, Boston, MA.
  DOI: 10.1007/978-1-4899-7637-6_13
  
  
• librosa - audio and music processing in Python
  McFee B. et al.
  
  

Slides

• Lecture Slides
  
  

Additional Material

• ISMIR 2018 Tutorial on Deep Learning for MIR
  Schindler A., Lidy T. and Böck, S. (2018)
  
  
• ISMIR 2019 Tutorial on Fundamentals of Music Processing: An Introduction Using Python and Jupyter Notebooks
  Müller M. and Zalkow F. (2019) (available from November 2019)
  
  
• Music Similarity and Retrieval - An Introduction to Audio- and Web-based Strategies
  Knees P. and Schedl M. (2016).
  Springer-Verlag Berlin Heidelberg.
  DOI: 10.1007/978-3-662-49722-7