Without seeing it, it's hard to comment.
The situations where he only barks - even if it is at you - don't concern me much. To me, barking is just talking.
The first thing that I'd recommend is isolating for yourself when it is he actually growls and snaps. These are the situations that need to be addressed, regardless of how infrequently they happen.
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