The power adapter would be all like "Woah, what the ****** is this? 120V? ****** that, I'm leaving!"
But perhaps not, I have a Japanese headphone amp that's apparently 50/60Hz capable. Might have been tweaked to comfortably support a higher voltage however. When you consider that the adapter has to consider some level of voltage fluctuation, it's not unreasonable to assume a good chance it could handle 120V.
If it were me, I'd try it.