Minutes - cscenter/automatic-playlist-generation GitHub Wiki

February, 26, 2016

• Project introduction: problem formalization, organization, future plans
• Two variants for the result:
• recommendation script
• browser extension
• Library choosing
• Share knowledge (article pdfs, site links, etc).
• Futher plans for the next week:
• All possible data sources
• Library analysis
• Article search and investigation
• How to measure the project quality? (WTF)

March, 4, 2016

• We should concentrate on feature extraction, not on learning method, as there are lots of working approaches
• What features are used in articles we've reviewed? Create a feature list page with comments
• How do we get & store the music libraries?
• Last.Fm API limitations investigation (Mikhail)
• Librosa histograms extraction (Natalia)
• Essentia histograms extraction (Mikhail)

March, 11, 2016

• Text extraction should be more automatical, some samples for further investigation
• Still no data, unfortunately
• Split content-based calculation: Librosa vs Essentia
• Get similar information from Last.FM
• Get ID3 tags from mp3 file
• Store data into JSON

March, 21, 2016

• Meeting time changed
• Still no data, unfortunately
• We need much more code and data :)
• Texts gather
• LDA for tags for songs
• Dataset exchange