Smith beat Peter Wright 6-5 and resigned the Scot veteran to an extended winless streak.
He is now set to face Price in the semi-finals.
The Welshman beat Dimitri van den Bergh 6-4 in his match-up.
Jonny Clayton and Michael van Gerwen compete in the other semi-final.