This application provides a system for classifying a status of anhedonia, the system including an audio data collector adapted to collect a sample of speech, and a processing module including an audio feature extractor and a classification unit, wherein the audio feature extractor extracts a plurality of acoustic features from the sample of speech, and the classification unit classifies a status of anhedonia from the plurality of acoustic features.