Amazon Web Services launches translation services
In a battle
with Google, Apple and Microsoft for dominance in speech recognition and
natural language processing, Amazon announced a new translation service as part
of its Amazon Web Services (AWS) extravaganza.
As part of
Amazon Web Services, Translate will provide text translations for supported
languages (Google and Microsoft have been offering these services for years).
Amazon is
pitching the new translate service as a way for businesses to expand products and
services using its text translation tool.
In a deep
dive into how the service works, Amazon explained that the technology was based
on language pairing models represented in neural networks.
The model consists of an encoder component
which reads sentences from the source language and creates a representation
that captures the meaning of the text provided. The model also has a decoder
component that formulates a semantic representation used to generate a
translation of the text from the source language to the target language. In
addition, attention mechanisms are used by the service to build context from
each word of the source text provided in order to decide which words are
appropriate for generating the next target word.
Amazon is
hoping that the translate tool can be combined with other features, like its
Polly text-to-speech application; the Elasticsearch tool for searches in
multiple languages; the Lex chatbot tool; and content localization services
through Amazon Lambda.
As CNBC
reported earlier, the new service is likely based on technology Amazon acquired
two years ago with its purchase of Safaba. Today’s announcement confirms those
earlier reports and brings AWS within striking distance of the translation
services on offer from Microsoft and Google.
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