The Importance of Song Context and Song Order in Automated Music Playlist Generation

no code implementations • 12 Jul 2018 • Vall Andreu, Quadrana Massimo, Schedl Markus, Widmer Gerhard

Firstly, we compare three playlist models, each able to consider a different song context length: a popularity-based model, a song-based Collaborative Filtering (CF) model and a Recurrent-Neural-Network-based model (RNN).

Collaborative Filtering Recommendation Systems

Modeling Musical Taste Evolution with Recurrent Neural Networks

no code implementations • 18 Jun 2018 • Quadrana Massimo, Reznakova Marta, Ye Tao, Schmidt Erik, Vahabi Hossein

Finding the music of the moment can often be a challenging problem, even for well-versed music listeners.