Yes, you can desensitize your dog to firework sounds. Start well in advance of a celebration by playing soft recordings of fireworks. Pair these sounds with positive experiences like treats, cuddles, or their favorite game. Gradually increase the volume over time, ensuring the association remains positive. This can help your dog learn that the sound of fireworks means something good, rather than something scary.