Heikki Aaltoila's father was an amateur actor and musician. Aaltoila studied music 1928-34 at Helsinki Conservatoire with Erkki Melartin, Leevi Madetoja and Ernst Linko. He played the piano in silent movies, and also double bass at Helsinki University Student Orchestra.