The collaboration will mark the premiere of the hit vampire show’s fourth series.
The song title will also be the name of the first episode. The theme of naming episodes after songs featured in the show is set to run throughout the series.
The original song by The Zombies has been covered many times, most recently in the hit US series Glee.
In 2004, Rolling Stone placed ‘She’s Not There’ at number 297 in their list of the 500 Greatest Songs of All Time.
The new series of True Blood begins in the US on June 26 on HBO.