Idk if it applies to what your playing (my knowledge really only goes back to sf4) but an easy way to get dp consistently on keyboard/leverless is to hold forward, tap down, then punch, or hold down, double tap forward, punch.
This works in sf4/5/6 due to a shortcut for the dp motion that exists in those games. Down forward, down forward, punch.