See No Evil, Hear No Evil (1989)

Director: Arthur Hiller
Cast: Alan North, Alexandra Neil, Gene Wilder, Joan Severance, John Capodice, Kevin Spacey, Lauren Tom, Richard Pryor

Synopsis:

A murder takes place in the shop of David Lyons, a deaf man who fails to hear the gunshot being fired. Outside, blind man Wally Karue hears the shot but cannot see the perpetrator. Both are arrested, but escape to form an unlikely partnership. Being chased by both the law AND the original killers, can the pair work together to outwit them all?