tin ear
tin ear {n. phr.}
1. A lack of sensitivity to noise.
The construction noise doesn't bother Fred; he's got a tin ear.
2. A lack of musical ability; state of being tone deaf.
People with a tin ear make poor choir members.
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Source: A Dictionary of American Idioms