1. A system comprising: a pharmaceutical alert speech engine that includes: a medical history interface engine configured to access a medical history repository that includes medical history information associated with a plurality of patients; an audio data receiving engine configured to receive event audio data that is based on verbal utterances associated with a pharmaceutical event associated with at least one of the patients; a recognition engine configured to obtain at least one text string that matches at least one interpretation of the received event audio data, based on information obtained from a pharmaceutical speech repository, information obtained from a speech accent repository, and a drug matching function, the at least one text string associated with a pharmaceutical drug; a record retrieval engine configured to obtain medical history information associated with the at least one of the patients; an adverse drug event (ADE) scanning engine configured to determine, via an alert device processor, one or more adverse drug event alerts based on matching the at least one text string and medical history attributes associated with the at least one of the patients with ADE attributes obtained from an ADE repository; and an audio data output interface engine configured to initiate a transmission of an audio alert associated with the one or more ADE alerts to an audio output device.