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Table 12 Overlapping features in language pairs that are in the top 150 MRMR-selected features

From: Depression-level assessment from multi-lingual conversational speech data using acoustic and text features

Language combination

LLD & functionals

Turkish-English

MFCC-13 - Relative mean of peaks

 

Energy in Band 1000–4000 Hz - Kurtosis

 

Spectral harmonicity - Up-level Time:90

 

Spectral harmonicity - Up-level Time:50

 

Energy in band 1000–4000 Hz - Up-level Time:25

 

Energy in band 1000–4000 Hz - Relative Mean of Peaks

 

Energy in band 1000–4000 Hz - Minimum

 

Segment length

Turkish-German

Spectral skewness - IQR 2-3

 

Spectral skewness - IQR 1-3

 

MFCC-4 - Mean distance between peaks

 

MFCC-9 - Rise-time

 

MFCC-11 - Rise-time

 

MFCC-13 - Skewness

 

MFCC-14 - Flatness

 

MFCC-14 - Kurtosis

English-German

Energy in band 250–650 Hz - Quartile 1

 

Energy in band 250–650 Hz - Percentile 1.0

 

Spectral harmonicity - Up-level time:25

 

JitterLocal - Mean

 

JitterLocal - Standard deviation

 

MFCC-10 - Mean segment length

 

MFCC-14 - Up-level time:90

 

MFCC-16 - Mean distance between peaks

 

JitterDDP - Up-level time:50

 

JitterDDP - Up-level time:90