La Liga's third-placed side could make a move for the Spain international amid ongoing rumours that he is looking to leave the Blaugrana at the end of the season
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Goal.com exclusively revealed in January that Arsenal were keen on bringing Villa to the Emirates Stadium, but it remains to be seen whether Arsene Wenger's interest continues into the summer.
"We are always looking to sign big players," Cerezo told La Xarxa Radio.
"At the moment Villa is a Barcelona player, though. If we opt to pursue him we will contact Barcelona first."
Villa joined Barcelona from Valencia in the summer of 2010 and has since made over 100 official appearances for the Catalans. However, he has been struggling to find his best form since returning from a serious injury in 2012 and is continually being linked with a move away from Barca.
His current contract with the Blaugrana runs until the summer of 2014.