What characteristics of music are they talking about in the Notes and Neurons panel? What characteristics of music are the algorithms in Spotify most concerned about?
Notes and Neurons: In Search of the Common Chorus
- there are aspect of music that are very culturely specific
- start somewhere unfamiliar to me and watch where it goes.
- people has sincere desire to participate in something bigger, a community, music etc. in any culture i find it easy to give people an invitation to invite them to sing, I sincerely believe everyone wants to
Spotify Recommendation System
https://www.music-tomorrow.com/blog/how-spotify-recommendation-system-works-a-complete-guide-2022
- Content-based filtering - describe the track by examining the content itself
- artist-sourced metadata
- audio analysis
- danceability - based on tempo, rhythm stability, beat strength, and overall regularity
- energy - intensity and activity
- valence - musical positiveness
- NLP models
- lyrics analysis - theme, meaning
- web crawed data - music blogs and online media outlet
- user-generated playlists - additional insights into the song's mood, style, and genre
- Collaborative Filtering - describe the track in its connection with other tracks on the platform by studying user-generated assets
- version 1: item-user matrix approach
- version 2: track's organizational similarity - same playlist