AMEN and ASLex<cite> (Kiela and Clark, 2015)</cite> are subsets of the standard MEN (Bruni et al., 2014) and SimLex (Hill et al., 2015) word similarity datasets consisting of word-pairs that "can be associated with a distinctive associated sound". We evaluate on this dataset for completeness to benchmark our approach against previous work.