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anzarabbas avatar anzarabbas commented on August 17, 2024

@Nschotschi testing again on the sample data our side; we're not getting this issue. So, hmm...
Could you perhaps share part of the processed csv file as it is being outputted by the package without doing anything additional to it? We can then compare it to our and see where the discrepancy is.

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Nschotschi avatar Nschotschi commented on August 17, 2024

Hey,
ty for the quick reply. I couldn't put the original csv file unfortunatley but this is how I importat and saved the data in Excell.
subj01_timepoint01_facauExcell.xlsx

I also saw later, that the number of frames varies between the files and was wondering what the timestamp variable implies because its not ordered and when you sort it with the filter its not continous.

subj01_timepoint01_formantExcel.xlsx

ty very much, Nschotschi

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vjbytes102 avatar vjbytes102 commented on August 17, 2024

@Nschotschi Looks like there is some issue when you imported the data into excel from csv. I will suggest you to run the code again, verify all the output from the csv file generated by the code and then directly 'save as' sample results in excel format if you want them only in excel format.

Answer to your second question, first excel file is for facial action unit extracted from video & second one is for formant freq extracted from audio, and both features have different frame per second as they are from different sources (video & audio)

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Nschotschi avatar Nschotschi commented on August 17, 2024

Hey,

thx again for the quick reply. It worked for me now but I still have one question. How can it be that the fac_AUXXpres shows the value 0 while the respective fac_AUXXint variable shows an intensity.

ty Nschotschi

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vjbytes102 avatar vjbytes102 commented on August 17, 2024

@Nschotschi , we are using openface for the processing of raw videos, openface do sometimes return AU intensity where presence of action unit is 0. We are reporting raw openface signals as part of '_facau.csv'. But for the calculation of facial expressivity('_face_expressivity.csv') we are excluding frames where AU presence is zero.

We are providing raw openface signals in case user wants to develop new features on their own.

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Nschotschi avatar Nschotschi commented on August 17, 2024

Hey vjbytes102,

thanks a lot for the explanation that helped me a lot :).

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