Civil Rights Tax Relief Act of 2007 - Amends the Internal Revenue Code to: (1) allow an exclusion from gross income for amounts received (either backpay or frontpay or punitive damages) on account of an unlawful discrimination claim; and (2) allow income averaging for backpay and frontpay amounts received from such claims.