The researchers believe that their genre identification system could be easily incorporated into existing music databases and recommendation services.

Gracenote Sonic Style uses machine-learning to more accurately categorizes music according to genre for streaming services and smart speakers.

Rebecca Fiebrink, a researcher in machine learning and music at Goldsmiths, University of London, questions how useful the lyrics-to-melody approach is.

Lo-Fi Player, the latest project out of Google Magenta, lets you mix tunes with the help of machine learning by interacting with a virtual room.