Usually once windows loads, drivers will take over controlling the fan speed. What you are most likely hearing are the GPU fans. I believe part of this process, is to help reduce dust build up on components by blowing it away, but once all the drivers load they start controlling the fan speeds to more tolerable levels for humans.