I don't know what an "interpretation video" is, but covers are clearly copyright infringement.
The first question to ask is: does audio deserve copyright at all? I think the answer to most people is yes: audio is just as valid a medium for fixation [1] as writing.
In that case, it's pretty obvious that a cover violates the copyright of the song writer.
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