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merged master into feature branch

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Ubuntu
2020-12-08 20:29:00 +00:00
parent 2c7f571601 a83a42393c
commit 9413b17351
17 changed files with 741 additions and 17 deletions
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46
resources/features/derived_feature.yml
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@@ -2,7 +2,8 @@ derive_feature:
#DBM Feature Group
FEATURE_GROUP: ['FAC_ASYM', 'FAC_AU', 'FAC_EXP', 'FAC_LMK', 'ACO_INT', 'ACO_FF', 'ACO_HNR', 'ACO_GNE', 'ACO_FM',
'ACO_JITTER','ACO_SHIMMER', 'ACO_PAUSE', 'ACO_VFS', 'ACO_MFCC', 'MOV_HM', 'MOV_HP', 'EYE_BLINK', 'MOV_VT', 'MOV_FT']
'ACO_JITTER','ACO_SHIMMER', 'ACO_PAUSE', 'ACO_VFS', 'ACO_MFCC', 'MOV_HM', 'MOV_HP', 'EYE_BLINK', 'NLP_SPEECH',
'EYE_GAZE', 'MOV_VT', 'MOV_FT']
#Feature group output file extensions
FAC_ASYM_LOC: _facasym
@@ -22,10 +23,11 @@ derive_feature:
MOV_HM_LOC: _headmov
MOV_HP_LOC: _headpose
EYE_BLINK_LOC: _eyeblinks
NLP_SPEECH_LOC: _nlp
EYE_GAZE_LOC: _eyegaze
MOV_VT_LOC: _vtremor
MOV_FT_LOC: _fac_tremor
#Facial category feature group
FAC_ASYM: ['fac_AsymMaskMouth', 'fac_AsymMaskEyebrow', 'fac_AsymMaskEye', 'fac_AsymMaskCom']
FAC_AU: ['fac_AU01int', 'fac_AU02int', 'fac_AU04int', 'fac_AU05int', 'fac_AU06int', 'fac_AU07int', 'fac_AU09int',
@@ -71,6 +73,15 @@ derive_feature:
'mov_amp_trem_index', 'mov_amp_trem_pindex']
MOV_FT: ['fac_tremor_median_5','fac_tremor_median_12','fac_tremor_median_8','fac_tremor_median_48','fac_tremor_median_54','fac_tremor_median_28','fac_tremor_median_51','fac_tremor_median_66','fac_tremor_median_57']
EYE_GAZE: ['mov_leye_x', 'mov_leye_y', 'mov_leye_z', 'mov_reye_x', 'mov_reye_y', 'mov_reye_z', 'mov_eleft_disp',
'mov_eright_disp']
#NLP category feature group
NLP_SPEECH: ['nlp_numSentences', 'nlp_singPronPerAns', 'nlp_singPronPerSen', 'nlp_pastTensePerAns', 'nlp_pastTensePerSen',
'nlp_pronounsPerAns', 'nlp_pronounsPerSen', 'nlp_verbsPerAns', 'nlp_verbsPerSen', 'nlp_adjectivesPerAns',
'nlp_adjectivesPerSen', 'nlp_nounsPerAns', 'nlp_nounsPerSen', 'nlp_sentiment_mean', 'nlp_mattr', 'nlp_wordsPerMin',
'nlp_totalTime']
#Calculation for variables
# Facial Asymmetry
fac_AsymMaskMouth: ['mean', 'std']
@@ -254,12 +265,14 @@ derive_feature:
mov_blink_ear: ['mean', 'std']
vid_dur: ['count']
mov_blinkdur: ['mean', 'std']
mov_freq_trem_freq: ['mean']
mov_freq_trem_index: ['mean']
mov_freq_trem_pindex: ['mean']
mov_amp_trem_freq: ['mean']
mov_amp_trem_index: ['mean']
mov_amp_trem_pindex: ['mean']
fac_tremor_median_5: ['mean']
fac_tremor_median_12: ['mean']
fac_tremor_median_8: ['mean']
@@ -269,3 +282,32 @@ derive_feature:
fac_tremor_median_51: ['mean']
fac_tremor_median_66: ['mean']
fac_tremor_median_57: ['mean']
mov_leye_x: ['mean', 'std']
mov_leye_y: ['mean', 'std']
mov_leye_z: ['mean', 'std']
mov_reye_x: ['mean', 'std']
mov_reye_y: ['mean', 'std']
mov_reye_z: ['mean', 'std']
mov_eleft_disp: ['mean', 'std']
mov_eright_disp: ['mean', 'std']
#NLP feature
nlp_numSentences: ['mean']
nlp_singPronPerAns: ['mean']
nlp_singPronPerSen: ['mean']
nlp_pastTensePerAns: ['mean']
nlp_pastTensePerSen: ['mean']
nlp_pronounsPerAns: ['mean']
nlp_pronounsPerSen: ['mean']
nlp_verbsPerAns: ['mean']
nlp_verbsPerSen: ['mean']
nlp_adjectivesPerAns: ['mean']
nlp_adjectivesPerSen: ['mean']
nlp_nounsPerAns: ['mean']
nlp_nounsPerSen: ['mean']
nlp_sentiment_mean: ['mean']
nlp_mattr: ['mean']
nlp_wordsPerMin: ['mean']
nlp_totalTime: ['mean']