The TGVs to Barcelona leave from the Gare de Lyon in Paris. In Barcelona they terminate at Sants station. This journey is focused on speed, so there are not a lot of stops along the way - from six to ten depending on which train you take. All trains stop at the historic cities of Montpellier, Perpignan and Girona.