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Training method of simultaneous interpretation model, simultaneous interpretation method, device and storage medium

A technology of simultaneous interpretation and training methods, applied in the field of simultaneous interpretation and artificial intelligence, can solve problems such as unsatisfactory results and simultaneous interpretation errors, achieve good use effects, high accuracy and efficiency, and improve robustness Effect

Pending Publication Date: 2022-04-12
ZTE CORP
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Problems solved by technology

[0004] The simultaneous interpretation systems currently on the market usually decompose the entire simultaneous interpretation task when implementing simultaneous interpretation, such as speech recognition, machine translation and text-to-speech, and speech recognition and machine translation. However, practice has proved that due to Various noises in actual application scenarios and many irregular pronunciations of the speakers make the system have certain simultaneous interpretation errors, making the final effect unsatisfactory

Method used

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  • Training method of simultaneous interpretation model, simultaneous interpretation method, device and storage medium
  • Training method of simultaneous interpretation model, simultaneous interpretation method, device and storage medium
  • Training method of simultaneous interpretation model, simultaneous interpretation method, device and storage medium

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Embodiment Construction

[0020] The following will clearly and completely describe the technical solutions in the embodiments of the present application with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are part of the embodiments of the present application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0021] The flow charts shown in the drawings are just illustrations, and do not necessarily include all contents and operations / steps, nor must they be performed in the order described. For example, some operations / steps can be decomposed, combined or merged, so the actual order of execution may be changed according to the actual situation.

[0022] Such as figure 1 as shown, figure 1 A schematic flowchart of a method for training a simultaneous interpretation mo...

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Abstract

The invention discloses a training method of a simultaneous interpretation model, a simultaneous interpretation method, equipment and a storage medium, and belongs to the technical field of simultaneous interpretation and artificial intelligence. The method comprises the following steps: loading a simultaneous interpretation model to be trained, and obtaining initial data for training, so as to train the simultaneous interpretation model according to the initial data to obtain a basic model; and receiving a model fine tuning corpus, and performing fine tuning on the basic model based on the model fine tuning corpus to obtain a trained simultaneous interpretation model. According to the technical scheme, the use effect of the simultaneous interpretation model can be improved, and the robustness of the simultaneous interpretation model is improved.

Description

technical field [0001] The present application relates to the technical fields of simultaneous interpretation and artificial intelligence, in particular to a training method, calling method, equipment and storage medium of a simultaneous interpretation model. Background technique [0002] Simultaneous interpretation, referred to as "simultaneous interpretation", also known as "simultaneous translation" and "simultaneous interpretation", refers to a translation method in which the interpreter interprets the content to the audience without interrupting the speaker's speech , Simultaneous interpreters provide instant translation through special equipment, this method is suitable for large-scale seminars and international conferences, usually two to three interpreters will be rotated to achieve simultaneous interpretation. [0003] With the continuous expansion of the demand for simultaneous interpretation and the continuous increase in the cost of simultaneous interpretation te...

Claims

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Application Information

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IPC IPC(8): G10L15/26G10L15/06H04N21/2187G06N3/08G06N3/04G06F40/58
Inventor 董修岗周祥生屠要峰黄震江徐进
Owner ZTE CORP
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