Can I Make My Own Audio Book for an Authors Book

I'd like to make an audio book based off of a book that I like with my own voice and post it to YouTube. Legal?

If not, can I make a podcast of me analyzing the book after I read the book first? Fair use.

Not charging for this either.

Can I Make My Own Audio Book for an Authors Book