15 citations · 16 across the 2 of their papers we have counts for
2 papers
stat.ML2016★ 1 cited
Maximum entropy models capture melodic styles
Jason Sakellariou, Francesca Tria, Vittorio Loreto +1
We introduce a Maximum Entropy model able to capture the statistics of melodies in music. The model can be used to generate new melodies that emulate the style of the musical corpu…
cs.AI2016★ 15 cited
Style Imitation and Chord Invention in Polyphonic Music with Exponential Families
Gaëtan Hadjeres, Jason Sakellariou, François Pachet
Modeling polyphonic music is a particularly challenging task because of the intricate interplay between melody and harmony. A good model should satisfy three requirements: statisti…