Classifying Topics in Speech When All You Have is Crummy Translations — While the translations are poor, they are still good enough to correctly classify one-minute speech segments over 70% of the time—a 20% improvement over a majority-class baseline. Such a system might be useful for humanitarian applications like crisis response, where incoming speech must be quickly assessed for further action.
