Audio tagging involves identifying and labeling different sound events present in an audio scene. By incorporating audio tagging in acoustic scene classification, researchers can mimic the human perception mechanism, which considers the presence of various sound events when recognizing a scene. This approach can lead to improved performance in acoustic scene classification tasks, as it takes into account the rich information present in the audio domain.