Cole has impressed for the Hammers recently, scoring five goals in six games.
The former England Under 21 international has also been linked with a move to Tottenham.
Juventus coach Claudio Ranieri is keen to be reunited with Cole, who he face his professional debut at Chelsea in 2002.
