That is true under a maximalist interpretation of copyright. On the other hand, what is really being sold here is the transcription and search-ability of the lyrics (and in RapGenius's specific case the community-contributed critical analysis of the lyrics).
Since the near total majority of people who will be reading the lyrics already posses a copy in audio form it seems unfair, in anything other than a maximalist context, to pay for them twice.