Systems and methods for aggregating user feedback associated with digital media files is provided. User feedback is received from a user that includes metadata which may correspond to a digital media file. A batch of such user feedback is received and may be filtered to discard any low quality user feedback entries. It then may be determined whether a user feedback entry corresponds to an existing metadata record stored as aggregated feedback. If not, the new user feedback entry is added to the aggregated feedback. If there is an existing metadata record which corresponds to the user feedback entry, the metadata contained in the entry may be used to edit the existing metadata record.