A quick search of my iTunes files reveal:

Across The Bridge: The Chas McDevitt Skiffle Group
Back To The Bridge: Asie Payton
Bridge: Loudon Wainwright III
The Bridge: MC SHAN
The Bridge Is Over: Boogie Down Productions
Bridge over Troubled Water: Aretha Franklin
Bridge Over Troubled Water: Buck Owens
Bridge Over Troubled Water: Johnny Cash
Bridgebuilder: Watermelon Slim
Bridgeport Dub: Blackbeard's All Stars
Brooklyn Bridge Blues: Victoria Spivey
Burning Bridges: Jack Scott
Frida Kahlo's Visit To The Taybridge Bar: Michael Marra
London Bridge: Big Audio Dynamite
Misty Morning, Albert Bridge: The Pogues
Mood To Burn Bridges: Neko Case & Her Boyfriends
Piece Behind The Bridge: Etta Baker
Suspension Bridge: Graham Parker
Twisty River Bridge: Joe Ely
Under The Bridge: The King
Upon Westminster Bridge: Half Man Half Biscuit
You Burned The Bridges: Bobbie Jean
The Bernera Bridge: Kevin MacLeod And Alec Finn