I cant speak for the tranny being the same, but I have a 5sp auto in my 04 Accord 4cy that does the SAME exact thing. And in some cases, warm or cold, can be pretty loud.
I've brought it up to my dealer, twice. The first time they said it was gear lash being taken up, and I challenged that...