Posted by the Android group
WPS is an workplace suite software program that lets customers effortlessly view and edit all their paperwork, shows, spreadsheets, and extra. As a worldwide product, WPS requires a top-notch and dependable in-suite translation know-how 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 popular 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 accordance with a WPS information pattern on single-day utilization, there have been 6,762 each day energetic customers utilizing ML Package to translate 17,808 pages throughout all 43 of its supported languages. College students, who characterize 44% of WPS’s userbase, particularly depend on translation know-how in WPS. WPS helps college students higher study to learn and write international languages by offering them with prompt, offline translations via ML Package.
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ML Package gives free, offline translations
When selecting a translation supplier, the WPS group checked out a lot of well-liked choices. However the different companies the corporate thought-about solely supported cloud-based translation and couldn’t translate textual content for some complicated languages. The WPS group wished to make sure all of its customers may gain advantage from textual content translation, no matter language or community availability. WPS in the end selected ML Package as a result of it might 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 complicated languages that aren’t supported by different translation companies,” stated Zhou Qi, Android group chief at WPS. “We’re very completely happy to supply these customers with the interpretation companies they want via ML Package.”
What’s extra, the opposite translation companies WPS thought-about have 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 gives 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 measurement and ensures customers who do not want translation help gained’t be bothered by downloading the module,” stated Zhou.
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ML Package’s sources made the method straightforward
Throughout implementation the WPS group used ML Package’s official guides regularly 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 supplied straight from the ML Package web site, WPS builders have been in a position to shortly and simply combine the brand new toolkit to their workflow.
“With the supplied sources, we not often needed to seek for assist. The documentation was clear and concise. Plus, the API was easy and developer-friendly, which significantly diminished the training curve,” stated 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 automated language identification and prompt translations, WPS now gives its customers a streamlined method to translate textual content shortly, precisely, and with out ever leaving the applying, considerably enhancing platform UX.
Shifting ahead, WPS plans to increase its use of ML Package, significantly with textual content recognition. WPS customers proceed to request the flexibility to course of textual content on captured pictures, so the corporate plans to make use of ML Package to refine the app’s textual content recognition talents as effectively.
Combine machine studying into your workflow
Be taught extra about how ML Package makes on-device machine studying straightforward.
