Arnold was convicted of aggravated murder in the 2005 death of month-old daughter Paris Talley.
She was spared the death penalty because jurors could not reach a consensus on the punishment.
It was Arnold's second trial; the first ended in a mistrial when new witnesses surfaced.
Defense attorney Jon Paul Rion has asked for a third trial, saying a former cellmate who said Arnold confessed has now changed her story.
