La compa\u00f1\u00eda Mozilla ha lanzado una herramienta para la traducci\u00f3n autom\u00e1tica aut\u00f3noma de un idioma a otro, que funciona en el sistema local del usuario sin recurrir a servicios externos. El proyecto se desarrolla en el marco de la iniciativa Bergamot en colaboraci\u00f3n con investigadores de varias universidades del Reino Unido, Estonia y Chequia, con el apoyo financiero de la Uni\u00f3n Europea. Los desarrollos se distribuyen bajo la licencia MPL 2.0. <\/p>\n
El proyecto incluye el motor bergamot-translator, herramientas para entrenar el sistema de aprendizaje autom\u00e1tico por cuenta propia y modelos listos para 14 idiomas, incluidos modelos experimentales para la traducci\u00f3n entre ingl\u00e9s y ruso, y viceversa. Se puede evaluar el nivel de traducci\u00f3n en una demostraci\u00f3n en l\u00ednea. <\/p>\n
El motor est\u00e1 escrito en C++ y es un envoltorio sobre el marco de traducci\u00f3n autom\u00e1tica Marian, que utiliza redes neuronales recurrentes (RNN) y modelos de lenguaje basados en transformadores. Para acelerar el entrenamiento y la traducci\u00f3n, se puede utilizar GPU. El marco Marian tambi\u00e9n se utiliza para el funcionamiento del servicio de traducci\u00f3n Microsoft Translator y es desarrollado principalmente por ingenieros de Microsoft junto con investigadores de las universidades de Edimburgo y Pozna\u0144. <\/p>\n
Para los usuarios de Firefox, se ha preparado una extensi\u00f3n para la traducci\u00f3n de p\u00e1ginas web, que realiza la traducci\u00f3n del lado del navegador sin recurrir a servicios en la nube. Anteriormente, la extensi\u00f3n solo se pod\u00eda instalar en versiones beta y nocturnas, pero ahora tambi\u00e9n est\u00e1 disponible para las versiones estables de Firefox. En la extensi\u00f3n del navegador, el motor, originalmente escrito en C++, se compila en una representaci\u00f3n binaria intermedia WebAssembly mediante el compilador Emscripten. Entre las nuevas funciones de la extensi\u00f3n se incluye la capacidad de traducir mientras se completan formularios web (el usuario ingresa texto en su idioma nativo y se traduce autom\u00e1ticamente al idioma del sitio actual) y la evaluaci\u00f3n de la calidad de la traducci\u00f3n con marcaci\u00f3n autom\u00e1tica de traducciones dudosas para informar al usuario sobre posibles errores. \u041a\u043e\u043c\u043f\u0430\u043d\u0438\u044f Mozilla \u0432\u044b\u043f\u0443\u0441\u0442\u0438\u043b\u0430 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0439 \u0434\u043b\u044f \u0441\u0430\u043c\u043e\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e\u0433\u043e \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043f\u0435\u0440\u0435\u0432\u043e\u0434\u0430 \u0441 \u043e\u0434\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 \u043d\u0430 \u0434\u0440\u0443\u0433\u043e\u0439, \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0439 \u043d\u0430 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f \u0431\u0435\u0437 \u043e\u0431\u0440\u0430\u0449\u0435\u043d\u0438\u044f \u043a \u0432\u043d\u0435\u0448\u043d\u0438\u043c \u0441\u0435\u0440\u0432\u0438\u0441\u0430\u043c. \u041f\u0440\u043e\u0435\u043a\u0442 \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u0438\u043d\u0438\u0446\u0438\u0430\u0442\u0438\u0432\u044b Bergamot \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u043d\u043e \u0441 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c\u0438 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u043e\u0432 \u0412\u0435\u043b\u0438\u043a\u043e\u0431\u0440\u0438\u0442\u0430\u043d\u0438\u0438, \u042d\u0441\u0442\u043e\u043d\u0438\u0438 \u0438 \u0427\u0435\u0445\u0438\u0438 \u043f\u0440\u0438 \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u043e\u0439 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0435 \u0415\u0432\u0440\u043e\u0441\u043e\u044e\u0437\u0430. \u041d\u0430\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u044f\u044e\u0442\u0441\u044f \u043f\u043e\u0434 \u043b\u0438\u0446\u0435\u043d\u0437\u0438\u0435\u0439 MPL 2.0. \u041f\u0440\u043e\u0435\u043a\u0442 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u044f \u0434\u0432\u0438\u0436\u043e\u043a bergamot-translator, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b 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Fuente: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"