Showbiz
Rex Features
According to the Daily Express, the couple are organising a second wedding in November to reaffirm their marriage and "make a fresh start".
"They've been married for 12 years and like most of us have had their ups and downs," PA quotes a source as telling the newspaper.
"They really want to put the past behind them... They want to draw a line under things... They went through a tough time but have reignited that spark."
The couple split briefly last year after Duchovny entered a rehab facility to seek treatment for sex addiction, but later reconciled.
"David realises how close he came to losing it all so he especially wants to have their family and closest friends on hand to witness his second chance at happiness," added the insider.
Duchovny and Leoni are parents to ten-year-old Madelaine and Kyd, six.
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