Emotional state analysis and real-time fitness coaching

An apparatus for emotional state analysis, comprising:

• one or more processors;
• and
• one or more memories coupled with the one or more processors and storing processor-executable code that, when executed by the one or more processors, is configured to cause the apparatus to:
• receive, over a period of time, an audible communication of a user, the audible communication associated with a contextual factor comprising a time of day, a location, an activity of the user, or a digital interaction of the user;
• generate a transcript associated with the audible communication;
• determine, via an emotional-state machine learning model configured to interpret verbal and nonverbal cues of the user, an emotional indicator associated with the audible communication;
• generate correlated emotional indicators based on correlating the emotional indicator with the contextual factor;
• determine, based on the transcript and the correlated emotional indicators, a citation that reference portions of the audible communication associated with the correlated emotional indicators;
• and
• generate a summary of emotional trends of the user over the period of time based on the correlated emotional indicators, the summary of emotional trends comprising the citation.

A non-transitory computer-readable medium having program code recorded thereon for emotional state analysis, the program code executed by one or more processors and comprising:

• program code to receive, over a period of time, an audible communication of a user, the audible communication associated with a contextual factor comprising a time of day, a location, an activity of the user, or a digital interaction of the user;
• program code to generate a transcript associated with the audible communication;
• program code to determine, via an emotional-state machine learning model configured to interpret verbal and nonverbal cues of the user, an emotional indicator associated with the audible communication;
• program code to generate correlated emotional indicators based on correlating the emotional indicator with the contextual factor;
• program code to determine, based on the transcript and the correlated emotional indicators, a citation that reference portions of the audible communication associated with the correlated emotional indicators;
• and
• program code to generate a summary of emotional trends of the user over the period of time based on the correlated emotional indicators, the summary of emotional trends comprising the citation.