Audio, visual, and verbal features from AVI video interviews in Koutsoumpis et al., 2024 (opva)

The folder contains the audio, visual, and verbal features extracted from video data collected by Koutsoumpis et al., 2024 (where details on the data are provided). Details on data extraction can be found in Ghassemi et al., 2023. Files starting with "t1" refer to extracted audio, visual, and verbal features from Time 1. Files starting with "t2" refer to extracted audio, visual, and verbal features from Time 2, which took place 7 to 24 months after Time 1. In Time 2, a sub-sample of participants from Time 1 took the exact same study a second time. Ghassemi, S., Zhang, T., Van Breda, W.R.J., Holtrop, D.J., Oostrom, J.K., Koutsoumpis, A., & De Vries, R.E. (2023). Unsupervised multimodal learning for dependency-free personality recognition. IEEE Transactions on Affective Computing, 15(3), 1053-1066. https://doi.org/10.1109/TAFFC.2023.3318367 Koutsoumpis, A., Ghassemi, S., Oostrom, J.K., Holtrop, D.J., Van Breda, W., Zhang, T. & De Vries, R.E. (2024). Beyond traditional job interviews: Psychometric analysis of asynchronous job video interviews for personality and interview performance evaluation using machine learning. Computers in Human Behavior, 154(108128). https://doi.org/10.1016/j.chb.2023.108128