The Mirror says the north Londoners are in "advanced negotiations" with the deposed champions to snap up the England star and take their summer spending to nearly £50m.
SWP was chased by Tottenham two years ago when he was up for sale at Manchester City but they were blown out of the water by Chelsea who paid £21m for the player.
Aston Villa and City are also interested.