Yes, you need to pay the taxes on them on April 15th if you redeem them now in March. If you do not, and you have a tax due, you will have a penalty at the end of the year. The IRS is a pay as you go system. Regardless the source of the income, if it is taxable, you must pay on the 15th day of the month after the quarter ends.