Speech recognition method and device

A speech recognition and speech technology, applied in the computer field, can solve the problem of low recognition success rate and achieve the effect of improving the success rate

Active Publication Date: 2017-05-31
BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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AI Technical Summary

Problems solved by technology

Since the speech signal to be recognized is usually quite different from the pure speech signal, this speech recognition method has the problem of low recognition success rate.

Method used

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  • Speech recognition method and device

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Embodiment Construction

[0025] The 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 related inventions, rather than to limit the invention. It should also be noted that, for the convenience of description, only the parts related to the related invention are shown in the drawings.

[0026] It should be noted that, in the case of no conflict, the embodiments in the present application and the features in the embodiments can be combined with each other. The present application will be described in detail below with reference to the accompanying drawings and embodiments.

[0027] figure 1 An exemplary system architecture 100 to which the speech recognition method or speech recognition device of the present application can be applied is shown.

[0028] Such as figure 1 As shown, the system architecture 100 may include terminal devices 101 , 1...

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Abstract

The invention discloses a speech recognition method and device. According to one embodiment, the method comprises the steps of conducting high-pass filtering treatment on speech signals by responding to the detection that a microphone receives the speech signals containing crosstalk signals; eliminating the crosstalk signals in the speech signals after high-pass filtering treatment; conducting automatic gain control treatment on the speech signals with the crosstalk signals removed, so as to obtain target speech signals; and extracting feature vectors from the target speech signals, and inputting a pre-trained acoustic model into the feature vectors, so as to obtain a speech recognition result matched with the target speech signals, wherein the acoustic model is used for representing the corresponding relation of the feature vectors and the speech recognition result. In this way, the success rate of speech recognition is improved.

Description

technical field [0001] The present application relates to the field of computer technology, specifically to the field of Internet technology, and especially to a voice recognition method and device. Background technique [0002] With the development of computer technology, voice recognition technology has been applied in more and more fields, such as smart home, industrial control, voice interaction system of terminal equipment, etc. The use of speech recognition technology can make information processing and acquisition more convenient, thereby improving the work efficiency of users. [0003] However, in the existing speech recognition methods, the speech signal to be recognized is usually input to the acoustic model trained based on the pure speech signal, and then the speech recognition result is obtained. Since the speech signal to be recognized is usually quite different from the pure speech signal, this speech recognition method has the problem of low recognition succ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G10L15/02G10L15/06G10L15/16G10L21/0208
CPCG10L15/02G10L15/06G10L15/063G10L15/16G10L21/0208G10L15/20G10L2021/02082
Inventor 崔玮玮孙珏
Owner BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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