Kneel down (kneel down when using an axe) and hold the piece lengthwise against the blade of the axe. Swing them down together: the axe should cut through the piece. Twist them apart to split it off.
Consider using a splitting axe if one is available.
Get it started (sunk into the wood) and then swing handle side down. The weight of the wood will split it as it falls.