Jon Voight "Deeply Happy" About Angelina's Twins

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After hearing the news that his daughter, Angelina Jolie, had given birth to twins on Saturday, actor Jon Voight was elated.

"I am deeply happy," the Oscar-winner tells Entertainment Tonight. "I'm over the moon.  It's magnificent." 

And though Jon, whose rocky relationship with Angelina is well-documented, was not in France for the births of Knox Leon and Vivienne Marcheline, he told ET, "If I were called today, I'd be there."