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The Informedia Digital Video Library project at Carnegie Mellon University is funded by the NSF Digital Libraries Initiative Phase 2. Research in the areas of speech recognition, image understanding, and natural language processing supports the automatic preparation of diverse media for full-content and knowledge based search, retrieval and summarization.