I thought I'd be clever and call the podcasts where I read books "bookcasts". A quick check of Technorati and Google revealed that the main use of the tag/term "bookcast" is for shows about books, especially for author interviews. The tag people use when books are being read is "audiobooks", which is what the people who make them commercially call them. Audiobooks it is, then.