That's what we call tape hiss or tape noise, but this example also contains a few pops too.
That type of noise is coming from the tape itself through reel to reel or audio cassette players.
If you are lucky, you can remove tape hiss as it is, whithout significant damage to the source audio.
Listen to an example below:
Audio cleaning online