There are several pretty solid language translation APIs out there (eg., Microsoft and Google). They are HTTP RESTful APIs that work well for web or mobile applications, apps that operate in online mode.

Another version of my question:Google Translate app comes with an option to download certain language models to allow it to operate in offline mode. Is there an Android Java library (official or unofficial; free or paid) that allows leveraging Google Translate's downloadable models for offline translations?


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There are no web APIs that could operate in offline mode alone, without a client library component providing some offline functionality, since the nature of a web API is that that you are making requests to an external host.

That leaves client libraries. Both Google Translate offline and Microsoft Translator offline exist, but these are implemented as applications and not exposed as a developer accessible client library. Mature translation libraries exist in the form of Apache Joshua and Stanford Phrasal, however these are based on statistical rather than neural models.

If you're looking for the one perfect Java library for offline, neural based translation that has already been developed and ready to use you'd be out of luck. For now you'd need to roll your own, for example as you've mentioned using TensorFlow and the sample models. The trained models used by translation service providers are somewhat of a "secret sauce", so it is unlikely these would be made available to developers for free any time soon for use in offline translation, but its completely possible that quality open source or otherwise free translation models will be developed and released by the ML community or third parties.

In the Translate app, you can translate text, voice, and conversations into any supported language. You can also download languages to translate entirely on a device, even without an internet connection.

We created an AI platform with our own translation engine and partnerships with top tech companies worldwide (DeepL, Google, Microsoft, iFlytek, etc). Our platform provides precise and speedy interpretation for specific industries and multiple languages.

WT2 Edge provides online translation for 40 languages and 93 accents, covering 85% of the world's population. The earbuds are designed to adapt to various dialects and variations, allowing you to easily navigate new environments and communicate with locals.

This EXCLUSIVE mode of WT2 Edge enables you to have seamless, real-time conversations as if you were speaking the same language. Sharing your earbuds is all it takes to immerse yourself naturally without any pauses or complex controls.

With Timekettle's voice-to-text and text-to-text recording capabilities, creating meeting minutes is effortless. You can trust WT2 translators devices to handle all languages, and your notes will be automatically saved to the cloud in your desired language. You can easily download, copy, and share them without any hassle.

Here are the detail languages we support for offline:

English-Chinese, English-Japanese , English-Korean , English-French , English-Spanish , English-Russian, English-Germany

Chinese-English, Chinese-Japanese, Chinese-Korean, Chinese-French, Chinese-Spanish , Chinese-Russian, Chinese-Germany

* We will keep updating.

Online version: Internet connection is required to use the translation feature that supports over 40 languages and 93 accents.

Offline version: Internet connection is NOT required to use the translation feature. You can download our language pack in your smartphone, this way you can use the translation feature even without internet connection. Support of languages is limited in Offline version.

WT2 Edge can support up to 3 pairs of headphones to connect at the same time

The Touch Mode of WT2 Edge has a 6-person meeting function, request 3 pairs of headset.


Using method as below:

1. Take out multiple earphones and connect them on the [Bluetooth Connection] page.

2. After clicking [OK], there is only [Touch Mode]. Enter

3. Open the language selection page, you can click the arrow in the lower right corner of the headset according to the actual number of people participating in the conversation, move a headset up or down, and assign different languages to achieve 3 English vs 3 Chinese, 2 Japanese vs 4 Korean, 1 Multiplayer conversations like Spanish vs5 Portuguese

4. Put on your headphones

5. This is a process similar to "raise your hand to get the microphone, speak continuously, and then return the microphone after speaking

I recently purchased a Timekettle WT2Edge Earbuds Translator. A gadget translator that has been remanded to me by a couple of friends. I became curious about its advanced technology. When I unpacked the box and read the instruction manual, it was brief and easy to follow. The system is friendly and handy to utilize. I tried the four-mode functions with my colleagues and it worked satisfactorily. I become more confident about traveling abroad and mingling with people of different languages and cultures. Timekettle MT2 Edge will be my traveling companion that boosts my confidence.

This plugin offers text translation at no charge between 100 languages entirely locally. It uses the open-source M2M100 model. This plugin is only compatible with versions DSS 10 and above.

Let us assume that you have installed this plugin and that you have a Dataiku DSS project with a dataset containing a column of text to translate. You can optionally have a column indicating the source language, for multiple input languages translation.

I'm having a problem with Google Translate and downloading offline packages for any language. I tap the download button next to the language, it says "Starting download" and the indicator is spinning, but nothing happens and the language pack is not downloaded. The app has the permission to use the storage.

Translator Offline is a free Android application developed by Health & Fitness AI Lab that provides offline translation for text, voice, and image. The app supports over 59 languages, including Arabic, Chinese, English, French, German, Hindi, Italian, Japanese, Russian, Spanish, and Vietnamese.

This language translator works offline, which means no internet connection is required once you download the translation model in advance. However, if you are online, you can enjoy more features such as TTS, voice typing, and speech recognition.

Overall, Translator Offline is an excellent language translation app that supports offline translation in more than 59 languages. The app is free, and there are no restrictive features, such as unlimited translation. The only drawback is that you need to download the models and TTS voice data in advance for offline use.

On-device translation is intended for casual and simple translations. Thetranslation quality depends on the source and target languages. We recommendthat you evaluate the quality of the translations for yourspecific use case. If you require higher fidelity, try theCloud Translation API.

Also, ML Kit's translation models are trained to translate to and fromEnglish. When you translate between non-English languages, English is used as anintermediate translation, which can affect quality.

Due to the complexity of natural language processing, the translations providedmight not be appropriate for all contexts or audiences. If you encounterinappropriate translations, reach out to ML Kit support. Yourfeedback helps to continue to improve the models, and also allows us to disableinappropriate translations.

If you want to try and learn a language instead of just translating, translators can still be great tools for learning new words. Then you can start learning how to use words in your own sentences, and eventually you might be able to talk to people without even needing translations!

If you only tap the name of the language, it will only work ONLINE. To have it downloaded for offline use, press the little down arrow to download that language. It will ask you confirm that you want to download it, press download.

OR [if Samsung] Settings -> Search for Language and input -> Samsung Keyboard -> Hit the Grey Icon -> Select input languages -> Select Language name in language [Nederlands for Dutch]

Is the future here? I felt like I was in a sci-fi movie just because I could hold my phone up and instantly read signs in another language. I did this when I was standing on a crowded street on Tokyo (with all the signs) and as I turned, I could understand the signs. (THE FUTURE IS HERE)

Interesting blog. I have used google translate many times to read reviews for accommodation which are written in other languages. Ive found the writing option faster for me than typing. LOL. But recently i bought a new light weight iPad to take to Europe. I was able to download Italian and French but when I have tried to use them offline they do not work. Have been unable to find a solution to this after reading many forums regarding this problem. I leave in a few days and Im pretty frustrated!

By using your new translator device online (connected to the internet), your translator can pull from an incredibly big source of vocabulary (directly from translation engines like Google Translate) and make use of Artificial Intelligence which runs on the cloud to improve the way the translation is rendered.

So, when you connect your universal translator to the internet, you gain not only translation quality but also translation speed and access to over 100 languages online. Furthermore, there is the added layer of artificial intelligence, checking every translation for accuracy which enhances the translation even more.

The best pocket translators out there will include a whole lot of different ways to connect your translator to the internet. The Travis Touch Go for example comes with eSIM, 3G/4G connectivity, WiFi & Hotspot mode. This gives you the most options to keep your speech translator connected at all times. You can even buy data packages at a low price directly on our website.

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