Voice interaction method, device, electronic device and readable storage medium
A voice interaction and audio technology, applied in the computer field, can solve problems such as low accuracy of confidence, lower accuracy of voice interaction response, audio error response, etc., to achieve the effect of improving response accuracy and overcoming low accuracy of confidence
Active Publication Date: 2021-12-24
BEIJING BAIDU NETCOM SCI & TECH CO LTD
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However, when the confidence degree is obtained only through the audio or the text corresponding to the audio, the accuracy of the obtained confidence degree is usually low, resulting in the audio being incorrectly responded, thereby reducing the response accuracy during voice interaction
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[0015] Exemplary embodiments of the present application are described below in conjunction with the accompanying drawings, which include various details of the embodiments of the present application to facilitate understanding, and they should be regarded as exemplary only. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
[0016] figure 1 is a schematic diagram according to the first embodiment of the present application. Such as figure 1 As shown in , the voice interaction method of this embodiment may specifically include the following steps:
[0017] S101. Obtain audio to be identified;
[0018] S102. Use the audio recognition model to obtain the recognition result of the audio ...
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The application discloses a voice interaction method, device, electronic equipment and readable storage medium, and relates to the technical fields of voice processing and deep learning. The implementation scheme adopted by the present application when performing voice interaction is: obtain the audio to be recognized; use the audio recognition model to obtain the recognition result of the audio to be recognized, and extract the input of the output layer of the audio recognition model in the recognition process as identifying features; obtaining a response confidence level according to the identifying features; and responding to the audio to be identified when it is determined that the response confidence level satisfies a preset response condition. The present application can improve the response accuracy during voice interaction.
Description
technical field [0001] The present application relates to the field of computer technology, and in particular to a voice interaction method, device, electronic equipment and readable storage medium in the field of voice processing and deep learning technology. Background technique [0002] In the prior art, when voice interaction is performed, in order to avoid a wrong response to the audio, it is necessary to determine whether to respond to the audio based on the confidence of the audio. In the prior art, when obtaining the confidence degree of the audio, the confidence degree is usually obtained through the characteristics of the audio itself or the characteristics of the text corresponding to the audio. However, when the confidence degree is obtained only through the audio or the text corresponding to the audio, the accuracy of the obtained confidence degree is usually low, resulting in the audio being incorrectly responded, thereby reducing the response accuracy during v...
Claims
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IPC IPC(8): G10L15/01G10L15/16G10L15/22
CPCG10L15/01G10L15/16G10L15/22G10L2015/223G10L2015/225G10L15/10G10L15/1822G10L15/02
Inventor 王知践钱胜
Owner BEIJING BAIDU NETCOM SCI & TECH CO LTD