Thanks for the quick confirmation PENG. That's what I thought but the transformer didn't really look large to me and it just looked a bit flimsy with that beige plastic top. It made me wonder.
I was glad to see that a lot of the caps in there were Nichicon and the two 12,000 uF filter caps were United Chemi-Con. Both are reputable brands, not cheap no-name junk components.