Human language technologies
Advancing how machines understand and generate human language across speech, text, and translation.
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Neural Phrase-based Machine Translation
Neural Phrase-based Machine Translation (NPMT) explicitly models the phrase structures in output sequences using Sleep-WAke Networks (SWAN), a recently proposed segmentation-based sequence modeling method. To mitigate the monotonic alignment requirement of SWAN, we introduce a…
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AI-Powered Speech Translation
Microsoft Translator is the first end-to-end speech translation solution optimized for real-life conversations (vs. simple human to machine commands) available on the market. It’s one of the services in Microsoft’s portfolio of artificial intelligence technologies…
