The former Fugees singer faces three years in prison and $75,000 in fines, TMZ said.
Asked if she "intentionally and willingly" failed to file the returns, Hill told the judge, "Yes."
Hill was released on $150,000 bail and her sentencing is set for November, TMZ said.
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Jamie Foxx sued for allegedly stealing new song