Alberto, scan the car. It could be a faulty O2 sensor or a faulty ignition coil, causing a misfire. The video sounds like a misfire a bit , could be an exhaust leak but very unlikely.
SCAN your car and go from there tehre might be some stored codes.
BTW, teh sound in your video is NOTHING like the one of OP. Two completely different sounds/noises.