believe one's ears
believe one's ears {v. phr.}
1. To believe what one hears; trust one's hearing. — Used with a negative or limiter, or in an interrogative or conditional sentence.
He thought he heard a horn blowing in the distance, but he could not believe his ears.
2. To be made sure of (something).
Is he really coming? I can hardly believe my ears.
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Source: A Dictionary of American Idioms