Shirlee \sh(ir)-lee\ as a girl's name is a variant of Shirley (Old English), and the meaning of Shirlee is "bright meadow".
The baby name Shirlee sounds like Sharlee, Shurlee, Shirlea and Sherlee. Other similar baby names are Shiree, Shirlene and Shirleen.