Lupo16valave

Hi Guys, Im having an issue with a 1999 lupo ive just purchased. Whenever the rpm's hit 2k it makes a strange exhaust blowing and vibrating sound and stops thereafter, I think it might be a exhaust silencer or resonator issue but im just wondering if anyone has any experience with these sorts of issues specifically? I can get a video if that would help.