Customize your text translations
The Microsoft Custom Translator is feature of the Microsoft Translator service, which allows users to customize Microsoft Translator’s advanced neural machine translation when translating text using the Translator Text API (version 3 only).
The feature can also be used to customize speech translation when used with Cognitive Services Speech.
With Custom Translator, you can build neural translation systems that understand the terminology used in your own business and industry. The customized translation system will then integrate into existing applications, workflows, and websites.
How does it work?
Use your previously translated documents (leaflets, webpages, documentation, etc.) to build a translation system that reflects your domain-specific terminology and style, better than a generic translation system. Users can upload TMX, XLIFF, TXT, DOCX, and XLSX documents.
The system also accepts data that is parallel at the document level but is not yet aligned at the sentence level. If users have access to versions of the same content in multiple languages but in separate documents Custom Translator will be able to automatically match sentences across documents. The system can also use monolingual data in either or both languages to complement the parallel training data to improve the translations.
The customized system is then available through a regular call to the Microsoft Translator Text API using the category parameter.
Given the appropriate type and amount of training data it is not uncommon to expect gains between 5 and 10, or even more BLEU points on translation quality by using Custom Translator.
More details about the various levels of customization based on available data can be found in the Custom Translator User Guide.
Microsoft Translator Hub
The legacy Microsoft Translator Hub can be used to translate statistical machine translation. Learn more
Custom Translator versus Hub
|Customization Feature Status||General Availability||General Availability|
|Text API version||V2 only||V3 only|
|New unified Speech services customization||No||Yes|
Collaborative Translations Framework
As of February 1, 2018, AddTranslation() and AddTranslationArray() are no longer available for use with the Translator Text API V2.0. These methods will fail and nothing will be written. The Translator Text API V3.0 does not support these methods.
Similar functionality is available in the Translator Hub API. See https://hub.microsofttranslator.com/swagger.