Can I roll a spousal IRA that I recieved when my husband died into a new IRA without paying a transfer tax?

there are contingent beneficiaries named on the IRA and i want to roll it into a new one and name my own. My IRA custodian says that I must pay the tax to make it technically correct. the tax would be enormous!