Despite some of the big dripleaf-related sound events now encompassing lily pads as of Minecraft snapshot 22w44a, the sound events remain with the same ID. For consistency, I would expect these sound events to follow a pattern indicating the commonalities between the two bushes rather than block.big_dripleaf.*
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Relates to MC-279276, MC-279995
Steps to reproduce
1. Run /playsound minecraft:block.big_dripleaf.break
2. Observe that running /playsound minecraft:block.lily_pad.break
does not have a sound
Can confirm.