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1. Detection-Self-Esteem-by-HRV Detection-Self-Esteem-by-HRV Public

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2. Self-Esteem-Recognition Self-Esteem-Recognition Public

   This is a nested model structure to identify individual self-esteem through facial microexpressions and verbal text features in three self-presented videos.

   Python

3. computational-linguistics computational-linguistics Public

   These codes are used for Chinese text analysis, extracting three levels of features (lexical, syntactic, semantic).

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4. time-series-analysis-AUs time-series-analysis-AUs Public

   AUs was identified based on OpenFace and the basic emotion score was calculated. TSFresh was used to complete the time series analysis and extract the dynamic features of instantaneous emotions. Fi…

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5. voice-as-biomarker voice-as-biomarker Public

   We used opensmile and miniBRT to extract speech and text features. Then sklearn was used for self-esteem recognition. In addition, the original feature set is also submitted.

   Python

6. Present-Focused-Temporal-Self-Appraisal Present-Focused-Temporal-Self-Appraisal Public

   We have open-sourced the dataset in this study and the source code for extracting text features.

   Python