1. I think you have collectors and emitters swapped.
2. If you want noise in the audio band, your interstage coupling capacitors need to be around 1uF - 10uF each. Right now, your low frequency cutoff is around 50kHz - 100kHz, depending on transistor beta.
3. Your gain is around 300,000. You probably really only need one stage. With even 2 stages, you would need much better supply decoupling to prevent oscillation.