Jullien was born in Sisteron, in the French Alps. At his baptism he had 36 godfathers and was given 36 Christian names. He studied at the Paris Conservatoire. He was a good musician, but mostly he enjoyed popular dance music. He conducted a band, but had to leave Paris because he owed people a lot of money.