In this essay, the authors discuss the mutual influences between art and music and interdisciplinary artist-musicians (or musician-artists). The writing covers the brief history of modern art from the early 20th-century paintings to the latest computer art with relevant musical movements. It was interesting how music and musical movements have influenced fine art by providing new languages and opening up new possibilities. The authors also consider the social aspects by discussing some musicians who studied at art school and artists who produced works in art and music. Thus, the art school could become a hub for both musicians and artists in diverse mediums. I agree that there is a deep connection between the media art and music in its nature. Especially, as the cultural impact of music is significant, I think the musical influences are in the foundation of various domains, including visual art.