well noise is just an illusion created by your brain. All 'noise' is, is atoms in the air vibrating against each other. These atoms vibrations reach your eardrums which convert them into signals your brain can interpret.
If you were in a vacuum (no air) I could yell at the top of my lungs and you would not hear a thing.
Now, if you are having trouble understanding what makes sounds different, or how we are able to interpret one sound from another and why everything doesn't sound the same...
Then just think of speakers. All speakers are is basically a wall that vibrates. It has a magnet on the speaker and an electromagnet attached to some wires. When an electrical signal passes through the electromagnet it attracts the speaker and then it let's go causing the speaker to "push" the air.
How is it that a speaker then, if all it can do is push, create soooo many different sounds?
It's the patterns of vibrations that are created that give rise to all the different possible sounds.