Anti-fraud method based on voice recognition and anti-fraud hearing aid
A speech recognition and speech recognition model technology, applied in speech recognition, hearing aids, speech analysis, etc., can solve the problems of elderly people falling into the trap of fraudsters, no speech recognition function, and fraud judgment.
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Embodiment 1
[0062] Such as figure 1 , The present invention provides a fraud prevention method based on voice recognition, the method includes the steps:
[0063] S1: Obtain the content of the call through the hearing aid.
[0064] In this step, the content of the call between the user and the callee is obtained through the hearing aid, which facilitates subsequent analysis and judgment of the content of the call.
[0065] S2: Use the classifier on the hearing aid to analyze the content of the call.
[0066] In this step, a classifier is preset on the hearing aid, and a preset voice recognition model is pre-stored in the classifier, and the classifier compares with the preset voice recognition model after acquiring the content of the call. Among them, there are at least two types of preset speech recognition models, in order: fraud call content model and sales call content model. The classifier compares each call content acquired with all preset voice recognition models in turn to obtain an analy...
Embodiment 2
[0078] In the embodiment of the present application, after analyzing the content of the call using the classifier on the hearing aid, the method further includes the following steps:
[0079] Determine whether the call content triggers a preset keyword;
[0080] When a preset keyword is triggered, the classifier will make a similar judgment with the preset speech recognition model;
[0081] When the preset keyword is not triggered, the classifier judges it as normal content.
[0082] In the embodiments of this application, considering that hearing aids may acquire more call content at certain times, if they are compared with the preset speech recognition model one by one, the amount of data processing will increase. You can use the hearing aid first The classifier of Analyzes the content of the call and then performs keyword judgment.
[0083] For example, if the keywords are "money" and "payment", when these keywords appear in the content of the call, you can directly enter the step o...
Embodiment 3
[0085] In the embodiment of the present application, after determining that the content of the call is sales content or fraudulent content, the method further includes the following steps:
[0086] Determine whether the voice of the call content is similar to the preset family voiceprint library;
[0087] When it is judged that the two are similar, judge that the content of the call is normal content;
[0088] When it is judged that the two are not similar, continue to judge that the content of the call is sales content or fraudulent content.
[0089] In the embodiment of this application, the family member’s voiceprint library may be stored in the hearing aid in advance. When it is judged to be fraud or promotion, it can be compared with the family member’s voiceprint library first. If it is the family member’s voice, fraud or Suspicion of marketing. This operation can prevent the embarrassment of mistaking it for sales or fraud when discussing certain high-frequency words such as "...
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