Jon Voight "Deeply Happy" About Angelina's Twins

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."