The “sound” of the big bang is the cosmic microwave background radiation (http://www.bbc.co.uk/science/space/universe/sights/cosmic_microwave_background_radiation).
The big bang is the best explanation we have for how the universe came into existence, so I wouldn’t say it is a question of belief, but rather that it is the current best guess that fits the evidence we have.
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