LibriVox is an invented word inspired by Latin words liber (book) in its genitive form libri and vox (voice), giving the meaning BookVoice (or voice of the book).
There has been no decision or consensus by LibriVox founders or the community of volunteers for a single pronunciation of LibriVox.