if you're very well aware you you steer this thing all the time you you cannot turn it off it is very very powerful low level effect and so said it this suggests that the coupling of audio and video probably happens pretty early on and so the idea that we had was to recreate an video representation that takes in audio and visual features at the same time okay so kind of classic video representations you basically have some some way to go from a series of frames to representation and then also the same thing for for audio and what we propose