Shirley is accused of driving drunk, and slamming his car into an apartment complex last October. His defense team claimed Shirley suffered a concussion and only appeared to be drunk.
In April, Shirley was drafted by the NFL's Cincinnati Bengals.
Action News will have more on the Shirley mistrial on Action News Live at 5.