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Speech translation method, device, equipment and storage medium

A voice translation and voice signal technology, applied in the field of artificial intelligence, can solve problems such as poor effect, translation accuracy and delay need to be improved, etc., to achieve the effect of improving accuracy, avoiding translation problems, and shortening length

Pending Publication Date: 2021-10-22
PING AN TECH (SHENZHEN) CO LTD
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AI Technical Summary

Problems solved by technology

However, when it is applied to speech translation such as simultaneous interpretation, the effect is not good, and the translation accuracy and delay need to be improved

Method used

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  • Speech translation method, device, equipment and storage medium
  • Speech translation method, device, equipment and storage medium
  • Speech translation method, device, equipment and storage medium

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Embodiment Construction

[0018] In order to make the purpose, technical solutions and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, not to limit the present application. In the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined arbitrarily with each other.

[0019] The terms "first", "second" and the like in the description and claims and the above drawings are used to distinguish similar objects, and not necessarily used to describe a specific sequence or sequence. It should be understood that if it involves orientation descriptions, for example, the orientations or positional relationships indicated by up, down, front, rear, left, right, etc. are based on the orientations or positional relat...

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Abstract

The embodiment of the invention provides a speech translation method, a device, equipment and a storage medium. According to the method, an input voice signal is recognized and judged, at least one true meaning part is accumulated to form a judgment unit, a true meaning unit is obtained based on a BERT classification model and the judgment unit, and then the true meaning unit is segmented to form a target word segment; and finally, on the basis of a Transform translation model, translating and outputting the target word segment. By adopting the scheme, the length of the sentence needing to be translated is greatly shortened, the translation problem caused by complex semantics and statement parts in a long sentence is avoided, and the translation accuracy is improved; Meanwhile, voice input, target word segment formation and translation can be performed synchronously, so that the translation speed is increased.

Description

technical field [0001] The embodiments of the present application relate to but are not limited to the field of artificial intelligence, and in particular relate to a speech translation method, device, equipment and computer-readable storage medium. Background technique [0002] Machine translation is a technique for translating one natural language into another with the help of a program, and it has been widely used in various industries. Machine translation has evolved from early rule-based techniques to now utilizing neural network techniques. At present, the application of machine translation works well in written translation, which basically meets the requirements of high accuracy and low delay. However, when it is applied to speech translation such as simultaneous interpretation, the effect is not good, and the translation accuracy and delay need to be improved. Contents of the invention [0003] The embodiment of the present application provides a voice translatio...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/58G06F40/42G06F40/30
CPCG06F40/58G06F40/42G06F40/30
Inventor 于凤英王健宗
Owner PING AN TECH (SHENZHEN) CO LTD
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