HUD Transparency and Accountability Act of 2005 - Amends the United States Housing Act of 1937 to direct the Secretary of Housing and Urban Development (HUD) to notify specified congressional committees of any funding shortfall, and the estimated corrective amount, in the section 8 rental assistance program.