Posted by the Android staff
WPS is an workplace suite software program that lets customers effortlessly view and edit all their paperwork, displays, spreadsheets, and extra. As a worldwide product, WPS requires a top-notch and dependable in-suite translation expertise that doesn’t require customers to go away the app. To make sure all its customers can benefit from the full advantages of the suite and its content material of their most well-liked language, WPS makes use of the interpretation API from ML Package, Google’s on-device and production-ready machine studying toolkit for Android growth.
WPS customers depend on textual content translation
Many WPS customers depend on ML Package’s translation instruments when studying, writing, or viewing their paperwork. In line with a WPS information pattern on single-day utilization, there have been 6,762 day by day energetic customers utilizing ML Package to translate 17,808 pages throughout all 43 of its supported languages. College students, who symbolize 44% of WPS’s userbase, particularly depend on translation expertise in WPS. WPS helps college students higher study to learn and write overseas languages by offering them with on the spot, offline translations by way of ML Package.
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ML Package offers free, offline translations
When selecting a translation supplier, the WPS staff checked out a lot of well-liked choices. However the different providers the corporate thought of solely supported cloud-based translation and couldn’t translate textual content for some advanced languages. The WPS staff wished to make sure all of its customers may benefit from textual content translation, no matter language or community availability. WPS finally selected ML Package as a result of it may each translate textual content offline and for every of the languages it serves.
“WPS has many African customers, amongst whom are audio system of Swahili and Tamil, that are advanced languages that aren’t supported by different translation providers,” mentioned Zhou Qi, Android staff chief at WPS. “We’re very comfortable to supply these customers with the interpretation providers they want by way of ML Package.”
What’s extra, the opposite translation providers WPS thought of had been costly. ML Package is totally free to make use of, and WPS estimates it is saving roughly $65 million per 12 months by selecting ML Package over one other, paid translation software program growth equipment.
Optimizing WPS for ML Package’s translation API
ML Package not solely offers highly effective multilingual translation but additionally helps App Bundle and Dynamic Supply, which provides customers the choice to obtain ML Package’s translation module on demand. With out App Bundle and Dynamic Supply, customers who don’t want ML Package would have needed to obtain it anyway, impacting install-time supply.
“When a consumer downloads the WPS app, the fundamental module is downloaded by default. And when the consumer wants to make use of the interpretation function, solely then will it’s downloaded. This reduces the preliminary obtain dimension and ensures customers who do not want translation help gained’t be bothered by downloading the module,” mentioned Zhou.
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ML Package’s sources made the method simple
Throughout implementation the WPS staff used ML Package’s official guides steadily to steer their growth processes. These instruments allowed them to study the ins and outs of the API and guarantee any adjustments met all of its customers’ wants. With the documentation and proposals offered straight from the ML Package website, WPS builders had been capable of rapidly and simply combine the brand new toolkit to their workflow.
“With the offered sources, we hardly ever needed to seek for assist. The documentation was clear and concise. Plus, the API was simple and developer-friendly, which vastly lowered the educational curve,” mentioned Zhou.
Streamlining UX with ML Package
Earlier than implementing ML Package, WPS customers needed to open a separate utility to translate their paperwork, making a burdensome consumer expertise. With ML Package’s computerized language identification and on the spot translations, WPS now offers its customers a streamlined method to translate textual content rapidly, precisely, and with out ever leaving the appliance, considerably enhancing platform UX.
Shifting ahead, WPS plans to broaden its use of ML Package, notably with textual content recognition. WPS customers proceed to request the flexibility to course of textual content on captured photographs, so the corporate plans to make use of ML Package to refine the app’s textual content recognition skills as nicely.
Combine machine studying into your workflow
Study extra about how ML Package makes on-device machine studying simple.
