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Sign language translation technologies are limited in the same way as spoken language translation. None can translate with 100% accuracy. In fact, sign language translation technologies are far behind their spoken language counterparts. This is, in no trivial way, due to the fact that signed languages have multiple articulators.
For sign language translation, SignWriting text is a useful abstraction layer between video and the natural language processing of sign language. [26] The usefulness of SignWriting in natural language processing was validated with a new method of machine translation that has achieved over 30 BLEU.
Neural machine translation models available through the Watson Language Translator API for developers. [4] [5] Microsoft Translator: Cross-platform (web application) SaaS: No fee required: Final: No: 100+ Statistical and neural machine translation: Moses: Cross-platform: LGPL: No fee required: 4.0 [6] Yes
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Reverso is a French company specialized in AI-based language tools, translation aids, and language services. [2] These include online translation based on neural machine translation (NMT), contextual dictionaries, online bilingual concordances , grammar and spell checking and conjugation tools.
School kids use sign language to celebrate their deaf therapy dog\'s birthday with party hats and decorations. Image credits: Cole The Deaf Dog / TikTok Deaf therapy dog wearing a birthday hat and ...