1996 （4 Nominations and 2 Wins)

Album of the Year: Falling into You, (Celine Dion and Various Artists)

Best Instrumental Arrangement with Accompanying Vocals: "When I Fall in Love: (Natalie Cole and Nat King Cole), David Foster, Alan Broadbent

2007

Best Traditional Pop Album: Call Me Irresponsible (Michael Buble), David Foster and Humberto Gatica, Producers

2011 

Best Traditional Pop Vocal Album: "Crazy Love" (Michael Buble), David Foster, Producer