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Method and device for language translation, equipment and medium

A language translation and source language technology, applied in the computer field, can solve problems such as unsatisfactory translation speed and accuracy

Pending Publication Date: 2022-01-18
BEIJING YOUZHUJU NETWORK TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, the translation speed and accuracy of existing technical solutions are not satisfactory

Method used

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  • Method and device for language translation, equipment and medium
  • Method and device for language translation, equipment and medium
  • Method and device for language translation, equipment and medium

Examples

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Embodiment Construction

[0019] Implementations of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain implementations of the disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the implementations set forth herein; It is for a more thorough and complete understanding of the present disclosure. It should be understood that the drawings and implementation manners of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.

[0020] In the description of the implementation of the present disclosure, the term "comprising" and its similar expressions should be interpreted as an open inclusion, that is, "including but not limited to". The term "based on" should be understood as "based at least in part on". The term "an implementation" or "the implementatio...

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Abstract

According to the implementation mode of the invention, the invention discloses a method and device for language translation, equipment and a medium. One method comprises the following steps: acquiring a plurality of training data, wherein the training data of the plurality of training data includes speech data and text data represented in a source language, and translation data represented in a target language, the text data represents a text transcription associated with the speech data, and the translation data represents a translation associated with the speech data and the text data. respectively determining comparison losses between the voice data and the text data included in the plurality of training data, wherein the comparison losses respectively represent differences between the voice data and the text data included in the plurality of training data; and training a translation model based on the plurality of training data and the contrast loss, so that the translation model translates at least any one of the speech data and the text data represented in the source language into translation data represented in the target language. In the way, the translation model can be trained in a more efficient and accurate manner.

Description

technical field [0001] Exemplary implementations of the present disclosure generally relate to the field of computers, and in particular, to a method, device, apparatus, and computer-readable storage medium for language translation. Background technique [0002] Language translation involves translating content expressed in a source language into content expressed in a target language. A variety of speech translation schemes (Speech Translation, abbreviated as ST) have been proposed so far, and speech translation aims to translate a speech signal expressed in a source language into a text in a target language. However, the translation speed and accuracy of the existing technical solutions are not satisfactory. Thus, it is desirable to be able to perform language translation in a more efficient and accurate manner. Contents of the invention [0003] According to an exemplary implementation of the present disclosure, a solution for language translation is provided. [000...

Claims

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Application Information

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IPC IPC(8): G06F40/42G06F40/58G10L15/26
CPCG06F40/42G06F40/58G10L15/26
Inventor 叶蓉王明轩
Owner BEIJING YOUZHUJU NETWORK TECH CO LTD
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