Single people don’t pay more taxes than married people. The standard deduction for a married couple filing jointly is exactly double that of a single person.
Married couples actually end up paying more if a married couple has two very high, equal incomes. Then they may experience a "marriage penalty." This happens because the top tax bracket for married couples is not double that of a single person.