 Lieurance was a native of Oskaloosa, Iowa, but his family relocated to Kansas when he was very young.Little is recorded about his early education; it is known that his father encouraged him to be a pharmacist, but that he preferred instead to follow a career in music.Upon the outbreak of the Spanish–American War he enlisted as a musician.