Hi Expat and a very warm welcome to Thailand!
I can't believe you came to Thailand in the middle of our chaos, good on you.
Well, regarding your search, I would suggest you visit Siam Paragon. On the 2nd floor near luxury car dealers, there are plenty of Hi Fi shops sitting side by side...