Multiple works in the recent past (Bruni et al., 2014; Lazaridou et al., 2015; Lopopolo and van Miltenburg, 2015;<cite> Kiela and Clark, 2015</cite>; Kottur et al., 2016) have explored using perceptual modalities like vision and sound to learn language embeddings.