I always thought that under the Fair Use Act, while the artist owns the rights to the songs performed on your recording, the taper actually has the rights to the actual recording.
For instance, if an artist appeared on Letterman, CBS still owns the rights to that particular episode of Late Night while the artist and his/her record label and publisher own the rights to the songs performed on that episode of Letterman.
That's the way I always understood it.