The early post-punk sound of Tubeway Army, before their shift to synth-pop, is heard on this energetic single. "That's Too Bad" showcases the band's raw power and driving rhythm section.
- The single was released on February 10, 1978, by Beggars Banquet Records.
- It was the band's third single, following "When the Lights Go Out" and "The Model."
- The B-side, "Oh! Paris," featured a more experimental, spoken-word delivery.
Tubeway Army was a London-based punk band led by Gary Numan. The group formed in 1977 and quickly became known for their futuristic sound and Numan's distinctive vocal style.
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