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A method, device and storage device for selecting vocabulary based on voiceprint

A storage device and vocabulary technology, applied in speech analysis, machine learning, instruments, etc., can solve problems such as obstacles and difficulties in accurate recognition of speech systems, low recognition efficiency, and difficulties in front-end technology, so as to improve collection efficiency and accuracy of information collection Accuracy, solve the effect of low recognition accuracy and reduce the difficulty of collection

Active Publication Date: 2022-05-06
CHINA UNIV OF GEOSCIENCES (WUHAN)
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

In the past, due to the complexity of the geological environment, when using the voice recording system in the field, there may be wind, rain, animal sounds, etc. in different unpredictable geological environments around, or in mines or oil fields. A large number of operating machine noises will create greater obstacles and difficulties for the accurate recognition of the later voice system; nowadays, the application diversity and flexibility of mobile devices can help solve the problems encountered in the process of geological informatization from the grassroots. The front-end technology is difficult, that is, the collection and control of geological information. Language recognition technology is an important way to solve the problem of mobile device interaction. With the deepening of geological modernization, its importance in the field of geological information is becoming more and more prominent. However, based on Speech recognition for mobile devices still has a certain distance from being practical, mainly due to the problems of inaccurate vocabulary recognition and low recognition efficiency for geology majors

Method used

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  • A method, device and storage device for selecting vocabulary based on voiceprint
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  • A method, device and storage device for selecting vocabulary based on voiceprint

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Embodiment Construction

[0028] In order to have a clearer understanding of the technical features, purposes and effects of the present invention, the specific implementation manners of the present invention will now be described in detail with reference to the accompanying drawings.

[0029] Embodiments of the present invention provide a method, device and storage device for selecting vocabulary based on voiceprints.

[0030] Please refer to figure 1 , figure 1 It is a flowchart of a method for selecting vocabulary based on voiceprints in an embodiment of the present invention, specifically including the following steps:

[0031] S101: Establish an environmental sound recognition system through machine learning and deep learning;

[0032] S102: According to the environmental sound recognition system, filter out the recorded environmental sound, so that only human voice is retained in the recorded sound;

[0033] S103: According to the voiceprint models of multiple users established in advance, det...

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Abstract

The present invention provides a method, device and storage device for selecting vocabulary based on voiceprint, a method for selecting vocabulary based on voiceprint, through recognizing the user's voiceprint, combined with his profession, to select the user's common vocabulary and basic vocabulary, According to the frequency of the words used by the user, the vocabulary options are sorted to improve the speed and accuracy of the user's voice conversion; a device and storage device for selecting vocabulary based on voiceprint, used to realize voiceprint-based selection vocabulary method. The beneficial effects of the present invention are: it is convenient for multiple users to use, solves the problem of low accuracy of speech recognition of professional geoscience vocabulary, reduces the difficulty of collecting field geoscience data, and improves its collection efficiency and accuracy of collected information.

Description

technical field [0001] The present invention relates to the field of geology, in particular to a method, device and storage device for selecting geological vocabulary based on voiceprints. Background technique [0002] The intelligence in the process of geoscience data collection is a basic link in the construction of geoscience big data, and occupies an important position in the actual process of geological production. In the past, due to the complexity of the geological environment, when using the voice recording system in the field, there may be wind, rain, animal sounds, etc. in different unpredictable geological environments around, or in mines or oil fields. A large number of operating machine noises will create greater obstacles and difficulties for the accurate recognition of the later voice system; nowadays, the application diversity and flexibility of mobile devices can help solve the problems encountered in the process of geological informatization from the grassr...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G10L17/02G10L17/04G10L21/0208G10L25/54G06N20/00G06N3/02
CPCG10L17/02G10L17/04G10L21/0208G10L25/54
Inventor 张夏林夏雪赵亚涛李宸王晋谢俊朱文尧
Owner CHINA UNIV OF GEOSCIENCES (WUHAN)
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