Pooja Bedi, a close friend of the couple, confirmed the good news.
"Juhi gave birth to a baby girl last night (Saturday). Both Juhi and the baby are fine. Juhi is resting at the moment," Pooja told IANS.
Best known for her lead role in "Kumkum", Juhi had also participated in the fifth season of "Bigg Boss" and even won the reality show.
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Photos: Deepika Padukone, Sushmita Sen with daughters at Mumbai airport