Amazon Translate

  • A Neural Machine Translation service that provides fluent translation with higher accuracy than traditional statistical and rule-based translation models.
  • Powered by deep learning models that deliver fast, accurate, and affordable translation between supported languages.
  • Supports batch translation, real-time, and on-demand translations.

Common Use Cases

  • Language localization
  • Translating content for text analytics
  • Cross-lingual communication
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Concepts

  • Amazon Translate uses a Translation Model that consists of two (2) components:
    • Encoder
      • Read a source text one word at a time.
      • Creates a semantic representation of each word.
    • Decoder
      • Uses the constructed semantic representation of the encoded text and translates it to the target language one word at a time.
      • The decoder also uses a method called the Attention mechanism to translate obscure words or phrases correctly.
  • When Automatic Language Detection is enabled, Amazon Translate uses Amazon Comprehend on the backend to automatically detect the language used in the source text.

Features

  • Broad Language Coverage
  • Neural-Network Based
    • Produces high-quality translations by utilizing deep learning technologies.
  • Customized Machine Translation
    • Enables you to tailor your translations to suit domain-specific terminologies.
    • Useful for changing the tone, style, and word choices for the translated text.
  • Secure Machine Translation
    • Communications between Amazon Translate and your application is SSL-protected.

Pricing

  • Standard Translation
    • Billed for $15.00 per million characters
  • Active Custom Translation
    • Billed for $60.00 per million characters

References:
https://aws.amazon.com/translate/faqs/
https://docs.aws.amazon.com/translate/latest/dg/what-is.html
https://aws.amazon.com/translate/details/
https://aws.amazon.com/translate/pricing/

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