/K-EmoPhone_SupplementaryCodes

Data analysis codes for the K-EmoPhone dataset

Primary LanguageJupyter NotebookMIT LicenseMIT

K-EmoPhone_SupplementaryCodes

DOI This repository contains supplementary codes and labels for the K-EmoPhone Dataset.

For the detailed description of the dataset, please refer to:

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Usage

Installation

$ git clone https://github.com/Kaist-ICLab/K-EmoPhone_SupplementaryCodes.git
$ cd K-EmoPhone_SupplementaryCodes

You need to download the above K-EmoPhone Dataset into /data/ directory.

You also need to move the EsmResponse-1966.csv file to /data/ directory.

Run

You can follow the jupyter notebook instructions in K-EmoPhone-analysis.ipynb.

Results

The evaluation results will be in the /eval/ directory.

Dependency modules

  • mitosheet==0.1.412
  • pandas==1.3.5
  • pytz==2021.3
  • cloudpickle==2.0.0
  • ray==1.12.1
  • numpy==1.21.6
  • seaborn==0.11.2
  • json==2.0.9
  • altair==4.2.0
  • optuna==2.10.1
  • sklearn==1.0.2
  • imblearn==0.9.0
  • pyparsing==3.0.8
  • xgboost==1.6.1