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...Latent chords generative piano chord synthesis with variational autoencoders agustin macaya rodrigo f cadiz manuel cartagena denis parra aamacaya rcadiz micartagena uc cl dparra ing puc pontificia universidad catolica de chile santiago abstract it is no surprise then that the spectacular growth of dl has also advances in latest years on neural models such as greatly impacted world arts classical tasks can be gansandvaeshaveunveiled a great potential for creative ap addressed through are have to do classification plications supported by artificial intelligence methods most and estimation numerical quantities but perhaps one knownapplicationshaveoccurredinareassuchasimagesynthesis interesting aspects these networks now face generation well natural language generationofcontent inparticular therearenetworkarchitectures terms tools music composition several systems been thatarecapableofgeneratingimages textorartisticcontentsuchas released there still space improving paintings or different a...