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This book constitutes the refereed proceedings of the 9th European Conference on Computational Intelligence in Music, Sound, Art and Design, EvoMUSART 2020, held as part of Evo 2020, in Seville, Spain, in April 2020, co-located with the Evo 2020 events EuroGP, EvoCOP and EvoApplications. The 15 revised full papers presented were carefully reviewed and selected from 31 submissions. The papers cover a wide spectrum of topics and application areas, including generative approaches to music and visual art, deep learning, and architecture.