The video will start automatically and will sync with the audio.
(Thank goodness!)
you might also download the audio version like you normally would.
Spotify
Via:Engadget
Watch Your Favorite Video Podcasts on Spotify
Following their previous podcast improvements, Spotify is now introducing video podcasts to accompany their audio counterparts.
