Microsoft Translator or Bing Translator is a multilingual machine translation cloud service provided by Microsoft. Microsoft Translator is a part of Microsoft Cognitive Services[1] and integrated across multiple consumer, developer, and enterprise products, including Bing, Microsoft Office, SharePoint, Microsoft Edge, Microsoft Lync, Yammer, Skype Translator, Visual Studio, and Microsoft Translator apps for Windows, Windows Phone, iPhone and Apple Watch, and Android phone and Android Wear.
Microsoft Translator also offers text and speech translation through cloud services for businesses. Service for text translation via the Translator Text API ranges from a free tier supporting two million characters per month to paid tiers supporting billions of characters per month.[2] Speech translation via Microsoft Speech services is offered based on the time of the audio stream.
The service supports text translation between many languages and language varieties. It also supports several speech translation systems that currently power the Microsoft Translator live conversation feature, Skype Translator, and Skype for Windows Desktop, and the Microsoft Translator Apps for iOS and Android.[3]
Development[edit] History[edit]The first version of Microsoft's machine translation system was developed between 1999 and 2000 within Microsoft Research. This system was based on semantic predicate-argument structures known as logical forms (LF) and was spun from the grammar correction feature developed for Microsoft Word. This system was eventually used to translate the entire Microsoft Knowledge Base into Spanish, French, German, and Japanese.[4]
Microsoft's approach to machine translation, like most modern machine translation systems, is "data driven":[5] rather than relying on writing explicit rules to translate natural language, algorithms are trained to understand and interpret translated parallel texts, allowing them to automatically learn how to translate new natural language text. Microsoft's experience with the LF system led directly to a treelet translation system that simplified the LF to dependency trees and eventually to an order template model, significantly improving in speed and enabling the incorporation of new target languages. [citation needed]
The consumer-facing translation site known as Bing Translator (previously known as Windows Live translator) was launched in 2007 and provides free text and website translations on the web. Text is translated directly within the Bing Translator webpage while websites are translated through the Bilingual Viewer tools.[citation needed]
In 2011, the service was extended to include numerous Microsoft Translator products through a cloud-based application programming interface, which supports products ailable to both consumer and enterprise users. An additional speech translation capability was introduced in March 2016.[6]
In May 2018, an update to the API was introduced. This new version offered neural machine translation as the default method of translating. In addition to translation, the new version features transliteration and a bilingual dictionary to look up words to find alternative translations and view examples in sentences.[7]
Speech translation was integrated into Microsoft Speech services in September 2018, providing end-to-end speech, speech-to-text, and text-to-speech translation.[citation needed]
Translation methodology and research[edit]Microsoft Translator uses machine translation to create instantaneous translations from one natural language to another. This system is based on four distinct areas of computer learning research seen below.[5]
Type of learning Impact on translation Neural networksNeural machine translation Neural networks try to mimic how the brain works to translate between languages. At a high level, neural network translation works in two stages. First, a first stage models the word that needs to be translated based on the context of this word (and its possible translations) within the full sentence. Second, the neural network translates this word model (not the word itself but the model the neural networks built of it), within the context of the sentence, into the other language.[8] Neural machine translation is the default translation method for the Microsoft Translator API. Syntax-based SMTMain article: Statistical machine translation Syntax-based translation is based on the idea of translating syntactic units, rather than a word or string of words. Microsoft has used syntax-based SMT to translate much of its computer-related texts from English into multiple target languages. Ongoing research in this area has produced improvements in word inflections and word ordering. Phrase-based SMT In phrase-based SMT, the machine learns correspondence between languages from parallel text without the aid of linguist knowledge. This produces better translations in less time than other systems. Bitext word alignment SMT systems rely on existing translated data to learn how to automatically translate from one language to another. To train the systems, identifying word correspondences (or word alignments) is crucial. Microsoft has developed work in both discriminative[9] and generative[10] approaches to word alignment, resulting in faster algorithms and higher quality and translations. Language modeling Language modeling uses n-gram models to construct comprehensible translations in the target language. This ensures that the output translation is fluent and readable. Accuracy[edit]The quality of Microsoft Translator's machine translation outputs are evaluated using a method called the BLEU score.[11]
BLEU (Bilingual Evaluation Understudy) is an algorithm for evaluating the quality of text which has been machine-translated from one natural language to another. Quality is considered to be the correspondence between a machine's output and that of a human. BLEU was one of the first metrics to achieve a high correlation with human judgments of quality, and remains one of the most popular automated and inexpensive metrics.
Because machine translation is based on statistical algorithms rather than human translators, the automatic translations it produces are not always entirely accurate. Microsoft Translator has introduced various feedback features, such as the Collaborative Translation Framework, into its products to allow users to suggest alternative translations. These alternative translations are then integrated into the Microsoft Translator algorithms to improve future translations.
In November 2016, Microsoft Translator introduced translation using deep neural networks in nine of its highest-traffic languages, including all of its speech languages and Japanese. Neural networks provide better translation than industry standard statistical machine learning.[12]
Core products[edit]Microsoft Translator is a cloud-based API that is integrated into numerous Microsoft products and services.[13] The Translator API can be used on its own and can be customized for use in a pre-publishing or post-publishing environment. The API, which is ailable through subscription, is free for lower translation volumes, and is charged according to a tiered payment system for volumes exceeding two million characters per month.[2] The remaining core products are ailable for free.
Microsoft Translator cloud translation[edit]The Microsoft Translator is a cloud-based automatic translation service that can be used to build applications, websites, and tools requiring multi-language support.
Text translation: The Microsoft Translator Text API can be used to translate text into any of the languages supported by the service. Speech translation: Microsoft Translator is integrated into Microsoft Speech services which is an end-to-end REST based API that can be used to build applications, tools, or any solution requiring multi-languages speech translation. Speech to speech translation is ailable to or from any of the conversation languages, and speech to text translation is ailable from the conversation languages into any of the Microsoft Translator-supported language systems. Custom Translator[edit]Custom Translator is a feature of the Microsoft Translator services that allows enterprises, app developers, and language service providers to build neural translation systems that understand the terminology used in their own business and industry. The customized translations can then be delivered into existing applications, workflows and websites using a normal call to the Microsoft Translator API. Custom Translator can be used when translating text with the Microsoft Translator Text API and when translating speech with Microsoft Speech services.[14]
Live feature[edit]A personal universal translator that enables up to 500 people to he live, multi-device, multi-language, in-person translated conversations.[15] This feature is currently free and ailable in the Microsoft Translator apps (Android, iOS or Windows) and from the Microsoft Translator website.
Microsoft Translator Hub[edit]The Microsoft Translator Hub allows enterprises and language service providers to build their own translation systems that understand business- and industry-specific terminology.[16] The Hub can also be used in conjunction with the CTF, allowing administrators to approve CTF results and add them directly to the Hub. The Microsoft Translator Hub is only ailable for statistical machine translation and cannot be used with the newest version of the Microsoft Translator API.
The Hub has also been used for language preservation, allowing communities to create their own language translation systems for language and cultural preservation.[17] The Hub has been used to create translation systems for languages such as Hmong, Mayan, Nepali, and Welsh.
Multilingual App Toolkit (MAT)[edit]The Multilingual App Toolkit (MAT) is an integrated Visual Studio tool, which allows developers to streamline localization workflows of their Windows, Windows Phone and desktop apps.[18] MAT improves localization of file management, translation support, and editing tools.
Bing Microsoft Translator web app[edit] Main article: Bing (search engine) § Translator This section needs to be updated. Please help update this article to reflect recent events or newly ailable information. (February 2019) Microsoft TranslatorType of siteNeural machine translationAvailable inSee belowOwnerMicrosoftURLwww.bing.com/translator/IPv6 supportYesRegistrationOptionalLaunchedJune 3, 2009; 16 years ago (2009-06-03) (as Live Search Translator)Current statusActiveBing Microsoft Translator (previously Live Search Translator, Windows Live Translator, and Bing Translator)[19] is a user-facing translation portal provided by Microsoft as part of its Bing services to translate texts or entire web pages into different languages. All translation pairs are powered by the Microsoft Translator, a neural machine translation platform and web service, developed by Microsoft Research, as its backend translation software. Two transliteration pairs (between simplified Chinese and traditional Chinese) are provided by Microsoft's Windows International team.[20]
The Bilingual Viewer showing the English translation of the French Wikipedia's Main PageBing Translator can translate phrases entered by the user or acquire a link to a web page and translate it entirely. When translating an entire web page, or when the user selects "Translate this page" in Bing search results, the Bilingual Viewer is shown, which allows users to browse the original web page text and translation in parallel, supported by synchronized highlights, scrolling, and nigation.[21] Four Bilingual Viewer layouts are ailable:[21]
Side by side Top and bottom Original with hover translation Translation with hover originalBing Translator integrates with several other Microsoft products. The following is a table of products into which Bing Translator could be integrated:
Integrates into Means of integration Bing Instant Answers Already integrated Internet Explorer An Accelerator for Internet Explorer 8 or higher Supported products[edit]Through its core product offerings, Microsoft Translator supports the translation features of many Microsoft products at the consumer and enterprise levels. These products fall broadly into three categories[22]—communication products, Microsoft Office, and apps.
Communication[edit] Lync SharePoint Yammer Skype Translator Microsoft Office[edit] Excel OneNote Outlook PowerPoint Publisher Visio Word Word Online Apps[edit] Web app (translator.microsoft.com) Windows and Windows 10 Windows Phone iPhone and Apple Watch Android phone and Android Wear Kindle Fire Skype Translator Microsoft Edge Microsoft SwiftKeyDeprecated products[edit] Collaborative Translation Framework (CTF)[edit]
The Collaborative Translation Framework (CTF) is an extension of the Microsoft Translator API that allows post-publishing improvement of translated text.[23] By using the CTF, readers he the ability to suggest alternative translations to those provided by the API, or vote on previously offered alternatives. This information is then delivered to the API to improve future translations.
Translator Web Widget[edit]The Translator Web Widget is a translation tool that can be added to web pages by pasting a predefined snippet of JaScript code into the page.[24] The web widget is offered for free by Microsoft, and supports both pre-publishing customized translations using the Translator Hub, and post-publishing improvements using the Collaborative Translation Framework.
Supported languages[edit]As of August 2025[update], Microsoft Translator supports 179 languages and language varieties.[3][25] The list of supported languages is ailable at the Microsoft Translator website and can also be retrieved programmatically through the cloud services.[26]
Acehnese (Latin) Afrikaans Albanian Amharic Arabic Arabic (Egyptian) Arabic (Moroccan) Arabic (Romanized) Armenian Assamese Asturian Azerbaijani Balinese Bangla Bashkir Basque Batak Toba Belarusian Bhojpuri Bikol Bodo Bosnian Bulgarian Cantonese (Traditional) Catalan Cebuano Chhattisgarhi Chinese (Literary) Chinese Simplified Chinese Traditional Corsican Croatian Czech Danish Dari Divehi Dogri Dutch English English (United Kingdom) Esperanto Estonian Faroese Fijian Filipino Finnish French French (Canada) Frisian Friulian Galician Ganda Georgian German Greek Gujarati Haitian Creole Hausa Hebrew Hiligaynon Hindi Hmong Daw Hungarian Iban Icelandic Igbo Ilocano Indonesian Inuinnaqtun Inuktitut Inuktitut (Latin) Irish Italian Jamaican Patois Japanese Janese Kabuverdianu Kannada Kapampangan Kashmiri Kazakh Khmer Kinyarwanda Klingon (Latin) Konkani Korean Krio Kurdish (Central) Kurdish (Northern) Kyrgyz Lao Latin Latvian Ligurian (Genoese) Limburgish Lingala Lithuanian Lombard Lower Sorbian Luxembourgish Macedonian Maithili Malagasy Malay Malayalam Maltese Marathi Marwari Mauritian Creole Minangkabau (Latin) Mongolian (Cyrillic) Mongolian (Traditional) Myanmar (Burmese) Māori Nepali Norwegian Norwegian Nynorsk Nyanja Occitan Odia Papiamento Pashto Persian Polish Portuguese (Brazil) Portuguese (Portugal) Punjabi (Gurmukhi) Punjabi (Shahmukhi) Querétaro Otomi Romanian Rundi Russian Samoan Sanskrit Sardinian Serbian (Cyrillic) Serbian (Latin) Sesotho Sesotho sa Leboa Setswana Seychelles French Creole Shona Sicilian Sindhi Sinhala Slovak Slovenian Somali Spanish Sundanese Swahili Swedish Tahitian Tajik Tamil Tatar Telugu Tetum Thai Tibetan Tigrinya Tok Pisin Tongan Turkish Turkmen Ukrainian Upper Sorbian Urdu Uyghur Uzbek (Latin) Venetian Vietnamese Waray Welsh Xhosa Yiddish (Eastern) Yoruba Yucatec Maya Zulu Supported languages by text-to-speech[edit]As of August 2025, Microsoft Translate supports 76 languages for the text-to-speech tool.
Afrikaans Amharic Arabic Arabic (Egyptian) Arabic (Moroccan) Assamese Asturian Bangla Belarusian Bulgarian Cantonese (Traditional) Catalan Chinese Simplified Chinese Traditional Croatian Czech Danish Dutch English English (United Kingdom) Estonian Finnish French French (Canada) German Greek Gujarati Hebrew Hindi Hungarian Icelandic Indonesian Inuktitut Inuktitut (Latin) Irish Italian Japanese Janese Kannada Kazakh Khmer Korean Lao Latvian Lithuanian Macedonian Malay Malayalam Maltese Marathi Myanmar (Burmese) Norwegian Pashto Persian Polish Portuguese (Brazil) Portuguese (Portugal) Romanian Russian Serbian (Cyrillic) Sesotho Setswana Slovak Slovenian Spanish Sundanese Swedish Tamil Telugu Thai Turkish Ukrainian Urdu Uzbek (Latin) Vietnamese Welsh Community partners[edit]Microsoft Translator has engaged with community partners to increase the number of languages and to improve overall language translation quality. Below is a list of community partners that Microsoft Translator has teamed with.[27]
CNGL Centre for Global Intelligent Content Hmong Language Partners – Hmong Daw Jawaharlal Nehru University – Urdu Senedd Cymru (the Welsh Parliament, partnered as the National Assembly for Wales) – Welsh Tilde – Estonian, Latvian, Lithuanian Translators Without Borders – Swahili Appen – Filipino (Tagalog), Malagasy, Samoan, Tahitian, Tongan Government of Nunut – Inuktitut Auckland University of Technology – Māori Waikato University – Māori Government of the State of Querétaro – Querétaro Otomi Klingon Language Institute – KlingonAdditionally, Microsoft has teamed with the Klingon Language Institute, which promotes the constructed language, Klingon, which is used within the fictional Star Trek universe produced by Paramount and CBS Studios. Klingon has been supported by Microsoft Translator since May 2013.[28]
See also[edit] Language portal Machine translation Speech synthesis Comparison of machine translation applications Microsoft text-to-speech voices Google Translate Yandex Translate References[edit] ^ Carmen., Steiner (2000). Pilotstudie: über die Funktion des Anhebens der Augenbrauen in der Deutschschweizerischen Gebärdensprache DSGS. Verein zur Unterstützung der Gebärdensprache der Gehörlosen. OCLC 81702109. ^ a b "Azure Data Marketplace- Microsoft Translator". Archived from the original on 2018-02-06. Retrieved 2014-12-08. ^ a b "Microsoft Translator- Languages". Microsoft. Retrieved January 6, 2023. ^ "Microsoft Research- Arul Menezes". ^ a b "Microsoft Research- Machine Translation". ^ "Microsoft Translator brings end-to-end speech translation to everyone with the world's first Speech Translation API". ^ "Microsoft Translator- Translator Text API". Microsoft. Archived from the original on 2019-09-02. ^ "What is neural network based translation?". Archived from the original on 2021-02-08. Retrieved 2016-11-28. ^ "A Discriminative Framework for Bilingual Word Alignment" (PDF). Archived from the original (PDF) on 2008-07-20. ^ "Using Word Dependent Transition Models in HMM based Word Alignment for Statistical Machine Translation" (PDF). ^ "Microsoft Translator Hub: Discussion of BLEU Score". 23 May 2013. ^ "Microsoft Translator launching Neural Network based translations for all its speech languages". 16 November 2016. ^ "Microsoft Translator- Products". Microsoft. ^ "Microsoft Translator- Customization". Microsoft. ^ "Microsoft Translator live feature". Microsoft. 18 July 2023. ^ "Microsoft Translator- Translator Hub". Microsoft. ^ "Where Language Meets the World: Microsoft Translator Hub". YouTube. 4 September 2014. Archived from the original on 2021-12-20. ^ "Microsoft Translator- Multilingual App Toolkit". Microsoft. ^ Antoniou, Grigoris; Grobelnik, Marko; Simperl, Elena; Parsia, Bijan; Plexousakis, Dimitris; de Leenheer, Pieter; Pan, Jeff Z. (2011). The Semantic Web: Research and Applications. Berlin: Springer Science+Business Media. p. 341. ISBN 9783642210334. ^ "Translation powered by....Microsoft Translator!". Microsoft Translator (and Bing Translator) Official Team Blog. Microsoft Corporation. 8 September 2008. Retrieved 21 October 2010. ^ a b "About Bing Translator". Bing Translator. Microsoft. Retrieved 20 December 2014. ^ "Microsoft Translator- Products". Microsoft. ^ "Microsoft Translator- Collaborative Translation Framework". Microsoft. Archived from the original on 30 March 2015. ^ "Microsoft Translator- Translator Web Widget". Microsoft. ^ "Search Microsoft Translator". www.bing.com. Retrieved 2024-12-19. ^ "Translator Language Codes". 18 July 2023. ^ "Translator Community Partners". Microsoft. ^ "New Bing Translator Option Lets You Translate... Klingon". 14 May 2013. External links[edit] "Free Translator for Text or Internet". microsofttranslator.com. (copyright of Microsoft) "Use of Microsoft Copyrighted Content". Microsoft. "Translator for Bing. Help & FAQs". Archived from the original on August 12, 2018. Retrieved Aug 12, 2018. SW development[edit] "Microsoft Translator Team Blog". "Microsoft Translator on the Microsoft Developer Network". vteMicrosoft Corporation History Outline PeopleFounders Bill Gates Paul Allen Board of directors Satya Nadella (Chairman and CEO) Reid Hoffman Hugh Johnston Teri List Catherine MacGregor Mark Mason Sandi Peterson Penny Pritzker Carlos A. Rodriguez Charles Scharf John W. 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