Kidnapping rescue

Child is kidnapped, held for ransom. Kidnapper(s) allow the father to visit the child and take him to the hideout while blindfolded in the back of a car, then returned. The father retraces the route using only the sounds he could remember (railroad, factory, driving by long line of parked cars with swish sound) gets to the hideout with police and rescues the child.

Black and white, circa 1954 to 1964, may be movie also.