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Rapid intelligent emotion evaluation and analysis method based on voice and expressions

A technology of emotion analysis and facial expressions, applied in voice analysis, psychotherapy, communication between doctors and patients, etc., can solve problems such as low efficiency, single dimension, and single means

Pending Publication Date: 2020-12-25
田文洪 +5
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AI Technical Summary

Problems solved by technology

[0013] 3) The traditional questionnaire (scale) has disadvantages such as single means, single dimension, low efficiency and low accuracy

Method used

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  • Rapid intelligent emotion evaluation and analysis method based on voice and expressions
  • Rapid intelligent emotion evaluation and analysis method based on voice and expressions

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Embodiment Construction

[0024] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms without being limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0025] Such as figure 1 As shown, the method of the present invention includes recording and analyzing the time spent by the tester on each question during the online scale test, adopting the innovative way of voice questioning and answering to collect and analyze the voiceprint characteristics of the testee, and adopting open voice dialogue to collect and analyze The voice and text features of the testee capture and analyze the facial e...

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Abstract

The invention discloses a rapid intelligent emotion evaluation and analysis method based on voice and expressions. The method is characterized by comprising the following steps: recording and analyzing time of a testee for each question during online scale testing, and analyzing and discovering answer characteristics of the testee for different questions; adopting an innovative mode of voice questioning and answering to provide diversified test means for the testee, capturing voiceprint features of the testee, performing psychological emotion analysis, collecting and analyzing voice of the testee, and converting into text features by adopting open voice dialogue; and capturing the facial expressions of the testee in the test process, and timely analyzing the expressions of the testee by adopting a latest deep learning technology. Finally, the multi-dimensional and multi-modal emotion evaluation and analysis method integrating scale, voice and expression analysis is formed.

Description

technical field [0001] The invention relates to the technical field of computer-aided emotion analysis, in particular to a fast intelligent emotion evaluation and analysis method based on voice and expression. Background technique [0002] There is an urgent need to build a social psychological service system. However, mental disorders are harder to detect than physical illnesses. The mental health burden is exacerbated by barriers to care such as social stigma, financial costs, and lack of accessible treatment options. To address deep-rooted barriers to care, a scalable approach to detecting mental health symptoms is needed. Early detection can affect the chances of seeing a doctor for 60 percent of untreated adults with mental illness. [0003] Emotions play an important role in human perception, memory, learning, creation, decision-making, and social interaction. Studies have shown that "80% of the information in human communication is emotional information." From the...

Claims

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Application Information

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IPC IPC(8): G16H20/70G16H50/20G16H80/00G16H15/00G06K9/00G06N3/04G10L25/27G10L25/63
CPCG16H20/70G16H50/20G16H80/00G16H15/00G10L25/27G10L25/63G06V40/174G06N3/045G06N3/044
Inventor 田文洪张平巫成瑜姜磊白玉黄寅虓
Owner 田文洪
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