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 music and machine learning


Google I/O 2019 Music and Machine Learning - Liwaiwai

#artificialintelligence

New technologies have fundamentally changed the way we make and experience music. Their new album explores Google AI's research project, Magenta, an open-source music-making package using machine learning models.


Dance Hit Song Prediction

herremans, Dorien, Martens, David, Sörensen, Kenneth

arXiv.org Machine Learning

Record companies invest billions of dollars in new talent around the globe each year. Gaining insight into what actually makes a hit song would provide tremendous benefits for the music industry. In this research we tackle this question by focussing on the dance hit song classification problem. A database of dance hit songs from 1985 until 2013 is built, including basic musical features, as well as more advanced features that capture a temporal aspect. A number of different classifiers are used to build and test dance hit prediction models. The resulting best model has a good performance when predicting whether a song is a "top 10" dance hit versus a lower listed position.