Yes. All distributions from a traditional IRA are taxable as ordinary income. This can be a good reason not to hold in a traditional IRA (or any other kind of qualified retirement account) investments that produce significant amount of otherwise nontaxable income. Doing so causes the otherwise nontaxable income to become taxable income.