This technique is referred to as sound localization via time difference of arrival. [Kim Hendrikse] decided to put the technique to good use to track down the location of illicit fireworks launches.

Just in case, take new pictures of them. You can try desensitizing them by playing sounds of fireworks softly while petting them or giving them treats they like. Increase the noise gradually.