Human machine interface system and method for improving user experience based on history of voice activity

A human machine interface system for receiving and processing a voice input from a user using a microphone and output a voice signal representative of the voice input, comprising:

• a voice user interface module including a data store comprising a computer readable medium storing a program of instructions for the processing and a voice processor that executes the program of instructions;
• the voice user interface module including an audio input unit coupled to the microphone to receive the voice signal from the microphone and digitize the voice signal as an audio file;
• the voice user interface module including a recognition engine unit coupled to the audio input unit having a predetermined set of recognized commands and configured to analyze the audio file and recognize a plurality of voice commands corresponding with the analyzed audio file and output a plurality of recognized commands;
• the voice user interface module including a logger unit coupled to the recognition engine unit to receive the plurality of recognized commands and output a user intent output and a normalized vector representation based on the plurality of recognized commands;
• a plurality of human machine interface applications coupled to the logger unit to receive the user intent output of the logger unit and utilize the user intent output to control the plurality of human machine interface applications;
• and
• a classification component including a classification processor in communication with the logger unit and configured to receive the normalized vector representation from the logger unit and output a classified user profile representative of a personality of the user to the plurality of human machine interface applications based on the normalized vector representation.