Implementation

Our current system uses live audio input to detect the topic of the conversation. A speech recognizer (IBM's ViaVoice SDK) is run in continuous dictation mode, producing candidate words in real time. The list of recent words is matched against a set of trained topic models to compute their likelihoods. Topic probabilities are continuously compared to each other and the maximum one is used to determine the conversational situation and provide feedback.