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Corpus studied the violin in Philadelphia with the late Jascha Brodsky. His previous teachers were Luis Valencia and Nelly Söregi. He studied chamber music with Orlando Cole, among others. Cole referred to him as a "real violin talent."
In his spare time he enjoys reading, doing card tricks and playing chess.
His brother is the Spanish violinist Hector Corpus-Aguilar.