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Error detection method and device for audio annotation, computer equipment and storage medium

An error detection and audio technology, applied in the field of text processing, can solve problems such as wrong training samples, labeling errors, and inaccurate deep learning models, and achieve the effect of improving labeling quality and improving quality

Inactive Publication Date: 2019-12-03
SHENZHEN ZHUIYI TECH CO LTD
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  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, labelers need to process a large amount of audio data every day, and it is easy to make labeling errors when doing repetitive and boring labeling work
Even if there are reviewers to review the labeling results, it is possible to get wrong training samples, making the trained deep learning model inaccurate

Method used

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  • Error detection method and device for audio annotation, computer equipment and storage medium
  • Error detection method and device for audio annotation, computer equipment and storage medium
  • Error detection method and device for audio annotation, computer equipment and storage medium

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Embodiment Construction

[0067] In order to make the purpose, technical solution 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, and are not intended to limit the present application.

[0068] The error detection method for audio labeling provided by this application can be applied to such as figure 1 shown in the application environment. The application environment includes a terminal 01 through which an annotator can annotate audio data. Among them, the terminal 01 can be, but not limited to, various personal computers, notebook computers, smart clothes, tablet computers and portable wearable devices.

[0069] In one embodiment, such as figure 2 As shown, an error detection method for audio labeling is provided, and this method is applied to figure...

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Abstract

The invention relates to an audio annotation error detection method and device, computer equipment and a storage medium. The method comprises the following steps: obtaining a labeling text obtained bylabeling audio data by labeling personnel; carrying out error detection on the annotation text, and generating error detection information when at least one of a word error in the annotation text anda statement error in the annotation text is determined through error detection; and outputting the error detection information. According to the embodiment of the invention, a terminal generates theerror detection information if detecting that the annotation text is wrong in the process of annotating the audio data by the annotation personnel, and can remind the annotation personnel in real time, so that the annotation personnel can correct in time, and the annotation quality is improved.

Description

technical field [0001] The present application relates to the technical field of text processing, and in particular to an audio labeling error detection method, device, computer equipment and storage medium. Background technique [0002] With the development of science and technology, automatic speech recognition (Automatic Speech Recognition, ASR) technology is gradually applied to various fields. For example, when the robot customer service interacts with the user, the robot customer service receives the voice input by the user, uses a deep learning model to convert the audio data into text data, and then processes the text data. [0003] Usually, a large number of training samples are needed to train a deep learning model, and the training samples are generally obtained by annotating the text of the audio data and establishing the correspondence between the audio data and the text data. [0004] However, labelers need to process a large amount of audio data every day, an...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/21G06F17/27G06F16/332G10L15/26
CPCG10L15/26G06F16/3329
Inventor 付嘉懿石真
Owner SHENZHEN ZHUIYI TECH CO LTD
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