In the Minecraft Snapshot 25w05a and Beta/Preview 1.21.70.20, the developer added ambient sounds to Desert and Badlands biomes, more specifically to certain blocks in that region.

Mojang Studios has shared the details for Minecraft's latest public testing ... Finally, even more ambient sounds are being introduced to the game, this time to desert biomes.