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Merge branch 'master' into tremor_vars

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This commit is contained in:
vkoesmahargyo
2020-12-02 10:55:49 -05:00
committed by GitHub
parent d3920a26a2 28abbb459a
commit 7f2fe4ac2b
15 changed files with 730 additions and 33 deletions
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44
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']
'ACO_JITTER','ACO_SHIMMER', 'ACO_PAUSE', 'ACO_VFS', 'ACO_MFCC', 'MOV_HM', 'MOV_HP', 'EYE_BLINK', 'NLP_SPEECH',
'EYE_GAZE', 'MOV_VT']
#Feature group output file extensions
FAC_ASYM_LOC: _facasym
@@ -22,9 +23,10 @@ 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
#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',
@@ -69,6 +71,15 @@ derive_feature:
MOV_VT: ['mov_freq_trem_freq', 'mov_freq_trem_index', 'mov_freq_trem_pindex', 'mov_amp_trem_freq',
'mov_amp_trem_index', 'mov_amp_trem_pindex']
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']
@@ -252,9 +263,38 @@ 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']
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']

42
resources/features/raw_feature.yml
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@@ -196,18 +196,42 @@ raw_feature:
mov_Hpose_Yaw: mov_hposeyaw
mov_Hpose_Roll: mov_hposeroll
mov_Hpose_Dist: mov_hposedist
mov_freq_trem_freq: mov_freqtremfreq
mov_freq_trem_index: mov_freqtremindex
mov_freq_trem_pindex: mov_freqtrempindex
mov_amp_trem_freq: mov_amptremfreq
mov_amp_trem_index: mov_amptremindex
mov_amp_trem_pindex: mov_amptrempindex
fac_tremor_median_5: fac_tremor_median_5
fac_tremor_median_12: fac_tremor_median_12
fac_tremor_median_8: fac_tremor_median_8
fac_tremor_median_48: fac_tremor_median_48
fac_tremor_median_54: fac_tremor_median_54
fac_tremor_median_28: fac_tremor_median_28
fac_tremor_median_51: fac_tremor_median_51
fac_tremor_median_66: fac_tremor_median_66
fac_tremor_median_57: fac_tremor_median_57
mov_leye_x: mov_lefteyex
mov_leye_y: mov_lefteyey
mov_leye_z: mov_lefteyez
mov_reye_x: mov_righteyex
mov_reye_y: mov_righteyey
mov_reye_z: mov_righteyez
mov_eleft_disp: mov_leyedisp
mov_eright_disp: mov_reyedisp
#NLP markers
nlp_transcribe: nlp_transcribe
nlp_numSentences: nlp_numSentences
nlp_singPronPerAns: nlp_singPronPerAns
nlp_singPronPerSen: nlp_singPronPerSen
nlp_pastTensePerAns: nlp_pastTensePerAns
nlp_pastTensePerSen: nlp_pastTensePerSen
nlp_pronounsPerAns: nlp_pronounsPerAns
nlp_pronounsPerSen: nlp_pronounsPerSen
nlp_verbsPerAns: nlp_verbsPerAns
nlp_verbsPerSen: nlp_verbsPerSen
nlp_adjectivesPerAns: nlp_adjectivesPerAns
nlp_adjectivesPerSen: nlp_adjectivesPerSen
nlp_nounsPerAns: nlp_nounsPerAns
nlp_nounsPerSen: nlp_nounsPerSen
nlp_sentiment_mean: nlp_sentiment_mean
nlp_mattr: nlp_mattr
nlp_wordsPerMin: nlp_wordsPerMin
nlp_totalTime: nlp_totalTime