Loverde was born in Los Angeles, California in 1947. Little is known about his family background, but some time during the early 1970s he relocated to New York City to take a job as a DJ at the Yellow Fingers nightclub. Loverde continued working at this venue for four years, during this time becoming more interested in music production and playing the guitar. During the 1970s, Frank met Linda Imperial in St. Louis, Missouri while working as a guest DJ at a newly opened night club. In the late 1970s, Loverde re-located to San Francisco with partner Dan Straehorn (a dance choreographer).
Musical careerWorking with Linda Imperial and her sister, Loverde made a name for himself on the San Francisco club scene as both a DJ and performer. During this time, the trio gained a record deal with Prism Records and released Iko-Iko, a record produced by Patrick Cowley and Michael Finden, in 1980. Loverde continued on the club circuit, occasionally working on studio projects, until 1982 when he was given an instrumental track by Patrick Cowley and asked to write lyrics for it. This track became "Die Hard Lover", which was recorded along with Linda Imperial and Peggy Gibbons. The trio, now calling themselves Loverde, had huge success with the single in 1982 and became celebrities in the Hi-NRG music community.
Patrick Cowley was becoming increasingly ill, suffering from AIDS, and was unable to contribute anything more than simple synthesizer riffs. Production credits on the single went to Bill Motley and Horus Jack Tolson. Following Cowley's death in 1982, Loverde were unable to repeat their earlier success with new music produced without his input. They recorded Backstreet Romance in 1983, but the record was a commercial failure. Loverde's last works were "Love Takes Me Higher" and "Manifestation of Love", both released in 1987. After the collapse of Megatone Records in 1988, Loverde was unable to find a new contract.