The exemplary embodiments of the present invention provide a method for generating metadata for media content that includes a digital media file and includes retrieving a media content subset from a media content source, saving the received media content subset at a computing system, and generating metadata by processing the media content using the computing system. The method further includes associating generated metadata with media content to facilitate the visualization and navigation of the media content, and adding the metadata to at least one metadata repository designed for efficient retrieval of metadata elements.