Systems and methods to provide action recommendations based on audio information

A system configured to provide action recommendations based on audio information, the system comprising:

• electronic storage that stores (a) a trained action determination model trained to determine executable actions within a first conversation session represented by a first transcript, and (b) a predefined list of actions that are executable to provide care for subjects,
• wherein the trained action determination model is trained based on (i) transcripts of conversation sessions, (ii) action-entity pairs present in the transcripts, (iii) final executed actions, and (iv) the predefined list of the actions,
• wherein individual ones of the executable actions specify one or more entities and one of the actions from the predefined list to be employed relative to the one or more entities;
• and
• one or more processors configured by machine-readable instructions to:
• obtain audio information that represents sounds captured by a client computing platform, wherein the sounds convey utterances from participants during the first conversation session, wherein the participants include a caregiver and a subject;
• generate, by performing speech recognition on the audio information, the first transcript representing the utterances by the participants;
• determine, based on the first transcript, prospective pairs that include (i) spoken actions and (ii) one or more spoken entities included in the first transcript;
• determine whether the spoken actions included in the prospective pairs are included in the predefined list;
• provide, responsive to determination that the spoken actions are included in the predefined list, the prospective pairs to the trained action determination model;
• obtain, from the trained action determination model, the executable actions;
• determine whether individual ones of the executable actions are (i) viable and (ii) already fulfilled based on external resources, wherein the external resources indicate at least schedules, resource inventory, and resource fulfillment information;
• and
• effectuate, responsive to the individual ones of the executable actions being viable and not already fulfilled, presentation of action recommendations that include the executable actions via the client computing platform of the caregiver.