In an orthogonal and interesting direction, other recent works (Chung et al., 2016;He et al., 2016;Settle and Livescu, 2016) learn word representations based on similarity in their pronunciation and not the sounds associated with them.
phonetically similar words that have near identical pronunciations are brought closer in the embedding space (e.g., flower and flour).