Sir Paul McCartney featured Hollywood celebs Johnny Depp and Natalie Portman in his new video for 'My Valentine off his album 'Kisses on the Bottom' released in February.

The two are seen performing sign language to the lyrics of the song. While Portman signs and mouths words along with the ballad, Depp just signs while staring directly at the camera.

The video was directed in black and white by the ex-Beatle himself. Each actor performed the song in a single long shot. Academy Award winning cinematographer Wally Pfister of Inception and the Dark Knight worked on the video, along with editor Paul Martinez and producer Susanne Preissler. Stella McCartney, the singer's daughter, developed the concept for the video.

Portman and Depp both have their own videos for the song, and a third video depicts a mash up of Portman and Depp singing 'My Valentine' together.

Depp plays the guitar solo in his version and record the track's guitar solo live, according to McCartney's website.

View all three videos below.

Depp and Portman version:

Solo Depp version:

Solo Portman version: