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Shut/close your ears to something
Intentional Ignorance
The phrase implies a conscious decision to ignore something rather than not hearing it by accident. 
Metaphorical Meaning
Remember, 'shut your ears' is not literal; it's used to describe ignoring sounds or information. 
Negative Connotation
Using this phrase often implies a negative judgment about the person who is ignoring the information. 