The Elland Road club are back in the Premier League and want experience to mesh with their youthful squad.
Delph is 30 and played for Leeds in the past, as did Danny Rose.
Both are available, with their clubs Manchester City and Tottenham willing to sell them for modest fees.
Leeds were champions of the Championship, earning automatic promotion to the top flight.
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