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In this paper we present DELTA, a deep learning based language technologyplatform. DELTA is an end-to-end platform designed to solve industry levelnatural language and speech processing problems. It integrates most popularneural network models for training as well as comprehensive deployment toolsfor production. DELTA aims to provide easy and fast experiences for using,deploying, and developing natural language processing and speech models forboth academia and industry use cases. We demonstrate the reliable performancewith DELTA on several natural language processing and speech tasks, includingtext classification, named entity recognition, natural language inference,speech recognition, speaker verification, etc. DELTA has been used fordeveloping several state-of-the-art algorithms for publications and deliveringreal production to serve millions of users.

DELTA: A DEep learning based Language Technology plAtform