I had the experience before but I'm not exactly sure where that comes from. Anyway, when I hear the sound, I know it's from the bottom bracket because that's the source. However, I'm not really sure whether that's the problem area because the sound might travel from some other parts.

It seems to be gone after like I lube the various areas of my bike. Now, it's almost silent.