Sara Gilbert and Linda Perry are married!

Image and video hosting by TinyPic

Sara Gilbert and Linda Perry tied the knot on Sunday, PEOPLE has confirmed.

The pair, who began dating in 2011, got engaged last April when Perry, 48, popped the question with a music-themed picnic.

"I'm sitting there listening and I'm kind of daydreaming and I'm thinking like, 'If I ever proposed to her this would be an amazing way to do it,' " Gilbert, 39, said. "The people picnicking next to us pull out string instruments from under the blanket, walk over and they start playing 'Love Song.' "

But Perry's surprises didn't stop there. "She goes to her backpack and she pulls out these T-shirts and the first T-Shirt says 'will' and then puts on another T-shirt and it says, 'you,' then 'marry,' 'me.' Gilbert said. "It was the most amazing proposal ever."

Gilbert later shared her engagement news on The Talk.

"I happened to be talking about gay marriage and I thank you all for your support on that issue. That was before I had any idea about any of this. I'm super shy and don't usually want to tell anything," she said. "But I wanted you guys to know because I feel like you're a part of our family here."