  We introduce SimplerVoice: a key message and visual description generator
system to help low-literate adults navigate the information-dense world with
confidence, on their own. SimplerVoice can automatically generate sensible
sentences describing an unknown object, extract semantic meanings of the object
usage in the form of a query string, then, represent the string as multiple
types of visual guidance (pictures, pictographs, etc.). We demonstrate
SimplerVoice system in a case study of generating grocery products' manuals
through a mobile application. To evaluate, we conducted a user study on
SimplerVoice's generated description in comparison to the information
interpreted by users from other methods: the original product package and
search engines' top result, in which SimplerVoice achieved the highest
performance score: 4.82 on 5-point mean opinion score scale. Our result shows
that SimplerVoice is able to provide low-literate end-users with simple yet
informative components to help them understand how to use the grocery products,
and that the system may potentially provide benefits in other real-world use
cases
