Eppe, ManfredManfredEppeAlpay, TayfunTayfunAlpayWermter, StefanStefanWermter2022-04-252022-04-252018-1027th International Conference on Artificial Neural Networks (ICANN 2018)http://hdl.handle.net/11420/12366In this paper, we address the problem of automated music synthesis using deep neural networks and ask whether neural networks are capable of realizing timing, pitch accuracy and pattern generalization for automated music generation when processing raw audio data. To this end, we present a proof of concept and build a recurrent neural network architecture capable of generalizing appropriate musical raw audio tracks.enMusic synthesisRecurrent neural networksConference Paper10.1007/978-3-030-01424-7_14Conference Paper