How to Fix Annoying Sound Inside the CPU?

I am currently using an Office computer.Every time I start it makes a very annoying sound from inside the CPU. The noise persists for a while then after a short period of time am able to start my computer and work on it.How do I deal with this problem of making this noise and taking too long to start?
