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For me personally this is not so much a case of copyright infringement or not but simply of bad behaviour and impoliteness.
It really doesn't take so much efforts to write a letter/email to this french band beforehand and inform them that he used the song in a lecture and wants to put the lecture on Youtube and thus is asking for permission. There will be very very few copyright owners who would refuse such a request.
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