The high-noise vehicle capture system can record sound, image, and video signals simultaneously. It can obtain the "sound wave" of exhaust caused by roaring behaviors of vehicles on the road through beamforming technology. The system uses deep learning technology to locate the roaring sound wave above a certain decibel level as a trigger condition, and eliminates noise generated by non-roaring sound waves, such as tire noise, rain noise, and wind noise. When the sound signal collected by the sonar probe meets the roaring sound judgment condition, the high-definition camera will capture images, video clips, and identify the license plate.