"Big Music" provided three charting singles. The lead single, "No Say in It" was released in September 1984. The group found Mendelsohn "was really great to work with" on the single. They postponed working on the rest of the album until the producer was once again available. "No Say in It" is the band's highest charting single, it peaked at No. 14. The second single, "My Heart's On Fire" followed in May 1985 and reached No. 27. "You Got Me Going Again" was released in August and made No. 39. The album's fourth single, "Execution of Love", released in December failed to chart. Naomi Star provided backing vocals on most of the album, although Inez Lawson and Anne Redmond were featured on "No Say in It".