Ledesma returned to England in 2012 and, in March, again signed a contract with Walsall for the remainder of the 2011–12 season.
W 2012 roku Ledesma wrócił do Anglii, a w marcu ponownie podpisał kontrakt z Walsall do końca sezonu 2011–12.