Theres physical stacking and actual effect stacking / precedence.
The songs should physically stack with, for example, enchanter haste, however only the highest haste percentage will be used. Even if it doesn't use the haste from the song due to having another buff with higher haste, it will still apply other effects from that song, provided they aren't also over precedented.
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