Zombie Noises

I recently built a house, but after a few days and nights the game won't let me sleep. I hear zombie sounds underground where my house is, but whenever I try to look for them they cannot be found. The noises continue throughout the day.
Also, whenever I go outside my home during the day I hear zombie noises coming from underground, or next to me.