Performing Artist Tax Parity Act of 2019 This bill amends the Internal Revenue Code, with respect to the above-the-line deduction of expenses of performing artist employees, to increase to $100,000 ($200,000 for joint returns) the adjusted gross income limitation for calculating the phaseout of the deduction. The increased amount is adjusted for inflation for taxable years beginning after 2019.