Whether there are words or not could be determined by having a number of people listening to the sounds. If they all make out the same words, then it would be regarded as being those words.Is there any way that this could ever be self-evident and not subject to judging?
The question about whether this would be paranormal is more tricky, and should be solved by having proper controls that rule out any other source than a paranormal source.