Biography
There are several acts called Girls On Fire.
1. Girls On Fire was the moniker used by American sound(scape) artist, Leslie Singer, between 1983 and 1985. Having played in an early incarnation of Washington D.C. hardcore band, Psychodrama, Singer moved to California in the early 1980s and released several cassettes of sonic experiments between 1983 and 1985, including a few as Girls On Fire.
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More info: http://www.haltapes.com/girls-on-fire.html
Biography text from Last.fm, available under CC BY-SA.