MP3 Player uses earphone cords as the radio antenna. Therefore, you need to plug in the earphone if you want to use the FM function.
Also, properly adjusting the earphone cord, or moving to a vacant place can give you a better reception.
You may try to adjust the frequency manually by pressing fast-forward or backward buttons.
In many cases, this action improves the reception a lot.