Actually you're quite wrong. The true scientific method calls for an open mind about things, even when you can't understand them.

Most of the time, it's other forms of belief that labels something as "paranormal", "heresy" and so on when new ideas appear too radical or when these ideas challenge what is accepted as normal. Remember the times when the Catholic Church killed numerous people because they tried to explain natural phenomena scientifically?

The best part of modern scientific way of thinking is that we have enough humility and are not afraid of saying "I don't know". Modern science doesn't simply make stuff up when there's no explanation.

Even in the case of the Big Bang theory that everybody keeps bringing up, the general consensus is that we have absolutely no clue what there was before the big bang, but for right now let's try to know as much as we can with what we have.

So for the current case of hearing this funny ringing sound when there is apparent silence, modern science says quite simply that they don't really know what's causing it. They know that it can be caused by ear infections, loud noises, nose irritation, medication and a bunch of other thing, but they admit very clearly that they can't always explain why it happens, nobody has labelled this is "paranormal" or "supernatural".

yes.. I do agree with you on that part... what I meant was like when something like ghost was spotted and scienctist cant proof it.. some tend to say it impossible..

but few dare to research on it