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OpenNMT · NMT

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OpenNMT is a industrial-strength, open-source (MIT) neural machine translation system utilizing the Torch mathematical toolkit. OpenNMT is used as provided in production by major translation providers. The system is designed to be simple to use and easy to extend, while maintaining efficiency and state-of-the-art translation accuracy. Simple general-purpose interface, requires only source/target files. Speed and memory optimizations for high-performance GPU training.


Microsoft's universal translator uses AI to translate face-to-face conversations in real time - TechRepublic

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Microsoft Translator, recently made available in live preview, can translate face-to-face conversations in real time. The Translator is available through a mobile app or browser, and can translate conversations with up to 100 speakers, into 60 different languages. The announcement was made via a blog post from Microsoft on Tuesday. The tool can perform speech translation in nine languages, and it can translate text in more than 50. And yes, it can even work in Klingon.


Machine Learning in Microsoft Translation A.I. is Out of 'Star Trek'

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Microsoft has taken some inspiration from Star Trek. The company announced Tuesday a program called Microsoft Translator that listens to someone, transcribes what they've said, and then shares the translated text with their audience. The system is kind of like the universal translator from the most (or second-most, depending on who you ask) influential sci-fi series. It even speaks Klingon -- Microsoft Translate supports 60 languages for speech-to-text translation, and the one used by an alien species is apparently one of them. Microsoft said that its translator can work with up to 100 people at once, even if they're split between multiple languages, just as well as it can facilitate communications between two people.


buriburisuri/ByteNet

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This paper proposed the fancy method which replaced the traditional RNNs with conv1d dilated and causal conv1d, and they achieved fast training and state-of-the-art performance on character-level translation. I've replaced the Sub Batch Normal with Layer Normalization for convenience. Latent dimension is 400 because Comtrans corpus in NLTK is small. I've replaced the Sub Batch Normal with Layer Normalization for convenience. Latent dimension is 400 because Comtrans corpus in NLTK is small.


The Great A.I. Awakening - NYTimes.com

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Late one Friday night in early November, Jun Rekimoto, a distinguished professor of human-computer interaction at the University of Tokyo, was online preparing for a lecture when he began to notice some peculiar posts rolling in on social media. Apparently Google Translate, the company's popular machine-translation service, had suddenly and almost immeasurably improved. Rekimoto visited Translate himself and began to experiment with it. He had to go to sleep, but Translate refused to relax its grip on his imagination. Rekimoto wrote up his initial findings in a blog post. First, he compared a few sentences from two published versions of "The Great Gatsby," Takashi Nozaki's 1957 translation and Haruki Murakami's more recent iteration, with what this new Google Translate was able to produce. Murakami's translation is written "in very polished Japanese," Rekimoto explained to me later via email, but the prose is distinctively "Murakami-style."


Microsoft translation app vaults over language barriers

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At places like schools, hotels and tourist attractions, Microsoft Translator can help up to 100 people hold a live conversation in nine different languages. Imagine you're on a guided tour in Chartres cathedral in France along with tourists from Brazil, China, Russia and Germany -- but none of you speaks French. For the last few decades, you'd each need your own tour guide. A new app from Microsoft aims to flatten this multilanguage barrier, though. The Microsoft Translator app, running on your phone but relying on a network to Microsoft's servers, can translate your tour guide's words into eight other languages.


Microsoft tries to increase its artificial intelligence

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Software giant Microsoft has continued its diversification drive with the launch of a bunch of clever things loosely grouped into the artificial intelligence silo. While Microsoft had a slight fall from grace during the late 90s and 00s with the rise of more millennial-friendly technologies, its recent surge in the cloud computing market has put the giant firmly back in the top division. Cloud computing has positioned the vendor as a must-have for numerous CIOs around the world, and now the team are looking towards one of the next major technology booms to fuel further growth; artificial intelligence. There are a number of players throughout the industry who are making moves in the potentially lucrative AI industry, though Microsoft looks to be one which has the strongest footing. True, Google's Deepmind and IBM's Watson have arguably made more progress in the AI arena, though Microsoft's current penetration into the world of enterprise technology gives it a notable advantage, even if it is playing catch-up on the AI side of things.


Google's AI Can Now Translate Between Languages It Wasn't Taught to Translate Between

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Neural networks are machines and algorithms developed to behave like the human brain--but a development from Google Translate shows that (once again) AI can outperform humans in a big way. Google's AI can now translate language pairs it has not been trained for. To be clear, this means that it can translate between languages that it wasn't taught to translate. This works if the AI first translates both of the languages into a common language that it knows. The development is detailed in a paper published on Cornell University's arXiv.


Google Brain 'translates between languages that it doesn't even know'

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Google says its artificial intelligence has taught itself to'translate between languages that it doesn't even know' 'Zero-shot translation' can translate between languages it doesn't know Deep-learning researchers developed Google Neural Machine Translation GNMT developed algorithm that'self-teaches' it to translate languages'Zero-shot translation' can translate between languages it doesn't know GNMT developed algorithm that'self-teaches' it to translate languages Google headquarters in Menlo Park, California is seen in the above stock photo. Google says it has built an algorithm that allows its Google Translate service to translate languages it doesn't even know Google says that its artificial intelligence uses a'token' at the beginning of the input sentence to specify the required target language to translate to Skating on thin ice: Wife of Vladimir Putin's spokesman... 'This had nothing to do with Donald': Rosie O'Donnell... Liberty University President Jerry Falwell Jr. says he... New Orleans violence'out of control' says mayor after one... Skating on thin ice: Wife of Vladimir Putin's spokesman... 'This had nothing to do with Donald': Rosie O'Donnell... Liberty University President Jerry Falwell Jr. says he... New Orleans violence'out of control' says mayor after one... Man punches kangaroo in the face to save dog being strangled CCTV shows woman hit by a CAR as thieves dodge paying for petrol Mob storm police station and lynch suspected paedophile Moment judge gets slapped in the face at 2016 IFBB Diamond Cup Watch the original 1972 trailer for'Last Tango in Paris' Heart-stopping moment child climbs on tracks in front of train Christmas advert so touching it's being shared around the world Adorable baby'sings' along with Dutch champion beatboxer B-Art Which body types do women like best? Christmas advert so touching it's being shared around the world Adorable baby'sings' along with Dutch champion beatboxer B-Art Which body types do women like best? 'Don't believe a thing you hear, unless it comes from me':... EXCLUSIVE: Man who punched out kangaroo is a ZOOKEEPER:... EXCLUSIVE: The'arrogant' man behind illegal artist enclave... EXCLUSIVE: Ex-American Idol contestant Corey Clark describes... Pictured: Twelve victims identified as firefighters recover... Is Europe's Brexit revolution over? Gloating left-wing... High school algebra teacher calls off her wedding after she... 'Roo want a piece of me?


Google Translate Can Teach Itself

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A new Google Translate system of artificial intelligence called Zero Shot Translation can now create translations between multiple different pairs of languages -- even pairings the system has never been exposed to before. In a blog post Tuesday, a trio of Google researchers explain how upgrades to their recently unveiled Google Neural Machine Translation (GNMT) system pinpoint the required target language and allow for translations between different combinations of languages, sight-unseen. This means Google Translate can now translate, say, Korean into Japanese, despite having received no Korean-into-Japanese training data. An accompanying research paper was published in Cornell University's arXiv ("archive"), an online repository for scientific research papers. Last week, the Google Translate team announced it had the ability to translate whole sentences, as opposed to merely reading things as a succession of discrete individual words.