Defense Advanced Research Projects AgencyTagged Content List

Language Technology

Relating to multilingual interpretation and translation through big-data analytics and other methods

Showing 19 results for Language RSS
The past few decades have seen explosive growth in the development and training of artificial intelligence (AI) systems, which are now embedded in digital computing processes spanning several key industries.
What is opaque to outsiders is often obvious – even if implicit – to locals. Habitus aims to capture and make local knowledge available to military operators, providing them with an insider view to support decision making.
The U.S. Government operates globally and frequently encounters so-called “low-resource” languages for which no automated human language technology capability exists. Historically, development of technology for automated exploitation of foreign language materials has required protracted effort and a large data investment. Current methods can require multiple years and tens of millions of dollars per language—mostly to construct translated or transcribed corpora.
Warfighters encounter foreign language images in many forms, including captured paper documents and computer files. Given the quantity of foreign-language material and the scarcity of linguists, military personnel and analysts can find it difficult to identify, translate and interpret important information in a timely fashion. What these personnel and analysts have lacked to date is the capability to automatically and rapidly convert foreign-language text images into English transcripts that provide relevant, distilled and actionable information.
Existing speech signal processing technologies are inadequate for most noisy or degraded speech signals that are important to military intelligence.