My husband I watch your program, and we feel this stuff should not scare you as much as it does. It's your job so buck up and stop screaming everytime there is a noise. You're not interacting if you're screaming and setting there startled, as if you really weren't expecting something. You've done this enough now you should be investigating harder to find what it is.
We're not ghost hunters, but a more professional approach is necessary.