your link seems to be missing some of the middle bits. . .
in any case, you might be hearing the fuel pump. if you pull the rear seat off, there is an access point there where you can replace it. it might be dying.
if it isnt, does it change with road or engine speed? any other characteristics of the noise would be helpful.