Today, there is high demand for digital media archives that can archive wide variety of academic resources and deliver customized contents upon audiences' needs. Key challenges of the digital media archives for academic resources are a) a methodology to embed academically meaningful interpretation of resources, i.e. metadata, to digital media data themselves b) search mechanism to such academic metadata, and c) sophisticated access methodology to such digital archives. In this position paper, we describe our approach to these challenges, and how we're going to implement the digital media archives in our project.