Weird noise after bike is off

Hi, I just got myself a 03 gsx-r750. Is it normal to hear this high pitched noise after i turn the bike off? I cant really describe the noise but its very annoying and its like some ringing noise. Well experienced riders can you help me out? I have so much to learn. Thanks