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๐Ÿ“š WPS uses ML Kit to seamlessly translate 43 languages and net $65M in annual savings


๐Ÿ’ก Newskategorie: Android Tipps
๐Ÿ”— Quelle: android-developers.googleblog.com

Posted by the Android team

WPS is an office suite software that lets users effortlessly view and edit all their documents, presentations, spreadsheets, and more. As a global product, WPS requires a top-notch and reliable in-suite translation technology that doesnโ€™t require users to leave the app. To ensure all its users can enjoy the full benefits of the suite and its content in their preferred language, WPS uses the translation API from ML Kit, Google's on-device and production-ready machine learning toolkit for Android development.

WPS users rely on text translation

Many WPS users rely on ML Kitโ€™s translation tools when reading, writing, or viewing their documents. According to a WPS data sample on single-day usage, there were 6,762 daily active users using ML Kit to translate 17,808 pages across all 43 of its supported languages. Students, who represent 44% of WPSโ€™s userbase, especially rely on translation technology in WPS. WPS helps students better learn to read and write foreign languages by providing them with instant, offline translations through ML Kit.

Moving image of text bubbles with 'hello' in different languages appear (Spanish, French, Korean, English, Greek, Chinese, Italian, Russian, Portuguese, Tamil)

ML Kit provides free, offline translations

When choosing a translation provider, the WPS team looked at a number of popular options. But the other services the company considered only supported cloud-based translation and couldnโ€™t translate text for some complex languages. The WPS team wanted to ensure all of its users could benefit from text translation, regardless of language or network availability. WPS ultimately chose ML Kit because it could both translate text offline and for each of the languages it serves.

โ€œWPS has many African users, among whom are speakers of Swahili and Tamil, which are complex languages that arenโ€™t supported by other translation services,โ€ said Zhou Qi, Android team leader at WPS. โ€œWeโ€™re very happy to provide these users with the translation services they need through ML Kit.โ€

Whatโ€™s more, the other translation services WPS considered were expensive. ML Kit is completely free to use, and WPS estimates it's saving roughly $65 million per year by choosing ML Kit over another, paid translation software development kit.

Optimizing WPS for ML Kitโ€™s translation API

ML Kit not only provides powerful multilingual translation but also supports App Bundle and Dynamic Delivery, which gives users the option to download ML Kit's translation module on demand. Without App Bundle and Dynamic Delivery, users who donโ€™t need ML Kit would have had to download it anyway, impacting install-time delivery.

โ€œWhen a user downloads the WPS app, the basic module is downloaded by default. And when the user needs to use the translation feature, only then will it be downloaded. This reduces the initial download size and ensures users who don't need translation assistance wonโ€™t be bothered by downloading the module,โ€ said Zhou.

Quote card with headshot of Zhou Qui and text reads, โ€œBy using ML Kitโ€™s free API, we provide our users with very useful functions, adding convenience to their daily lives and making document reading and processing more efficient.โ€ โ€” Zhou Qi, Android team leader, WPS

ML Kitโ€™s resources made the process easy

During implementation the WPS team used ML Kitโ€™s official guides frequently to steer their development processes. These tools allowed them to learn the ins and outs of the API and ensure any changes met all of its usersโ€™ needs. With the documentation and recommendations provided directly from the ML Kit site, WPS developers were able to quickly and easily integrate the new toolkit to their workflow.

โ€œWith the provided resources, we rarely had to search for help. The documentation was clear and concise. Plus, the API was straightforward and developer-friendly, which greatly reduced the learning curve,โ€ said Zhou.

Streamlining UX with ML Kit

Before implementing ML Kit, WPS users had to open a separate application to translate their documents, creating a burdensome user experience. With ML Kitโ€™s automatic language identification and instant translations, WPS now provides its users a streamlined way to translate text quickly, accurately, and without ever leaving the application, significantly improving platform UX.

Moving forward, WPS plans to expand its use of ML Kit, particularly with text recognition. WPS users continue to request the ability to process text on captured photos, so the company plans to use ML Kit to refine the appโ€™s text recognition abilities as well.

Integrate machine learning into your workflow

Learn more about how ML Kit makes on-device machine learning easy.

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