Not at the time, but I subsequently got a CD copy of her 1999 self-titled debut album on which it appears. I have never knowingly heard anything else by her. This maybe something that I should regret given that the follow up album 1991's Pirates was listed as number 49 on NPR's Greatest Albums Made by Women and also the fact that she is a two time Grammy winner who was listed at number 30 on VH1'S 100 Greatest Women in Rock'n' Roll in 1999. If you look hard enough you can find lists on just about anything.
Until thn here is the ubiquitous Chuck E's in Love and the two follow up singles form the album: Young Blood which reached nuber 40 in the US and Danny's All-Star Joint which didn't chart anywhere.