If the sound is coming from multiple sources, then you have multiple problems.
It should not be difficult to determine if the sound is coming from the CPU cooler fan or not. What kind of CPU cooler do you have? Is it the stock cooler or an aftermarket model?
What are your full hardware specifications including model of CPU, motherboard, memory, power supply model and brand, CPU cooler, case, etc?