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It is based on a method called statistical machine translation, and more specifically, on research by Och who won the DARPA contest for speed machine translation in 2003.Och was the head of Google's machine translation group until leaving to join Human Longevity, Inc. According to Och, a solid base for developing a usable statistical machine translation system for a new pair of languages from scratch would consist of a bilingual text corpus (or parallel collection) of more than 150-200 million words, and two monolingual corpora each of more than a billion words.If "Detect language" is selected, text in an unknown language can be automatically identified.If a user enters a URL in the source text, Google Translate will produce a hyperlink to a machine translation of the website.Moreover, the system automatically identifies foreign languages and translates speech without requiring individuals to tap the mic button whenever speech translation is needed.For most of its features, Google Translate provides the pronunciation, dictionary, and listen to translation.

It uses this broader context to help it figure out the most relevant translation, which it then rearranges and adjusts to be more like a human speaking with proper grammar".It offers a website interface, mobile apps for Android and i OS, and an API that helps developers build browser extensions and software applications.Google Translate supports over 100 languages at various levels and as of May 2017, serves over 500 million people daily.Additionally, Google Translate has introduced its own Translate app, so translation is available with mobile phone in offline mode.highlight corresponding words and phrases in the source and target text, and act as a simple dictionary for single-word input.

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