move pkg, resources, dbm_lib, to under 1 opendbm directory
This commit is contained in:
jordi.hasianta
319
opendbm/resources/features/derived_feature.yml
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319
opendbm/resources/features/derived_feature.yml
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derive_feature:
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#DBM Feature Group
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FEATURE_GROUP: ['FAC_ASYM', 'FAC_AU', 'FAC_EXP', 'FAC_LMK', 'ACO_INT', 'ACO_FF', 'ACO_HNR', 'ACO_GNE', 'ACO_FM',
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'ACO_JITTER','ACO_SHIMMER', 'ACO_PAUSE', 'ACO_VFS', 'ACO_MFCC', 'MOV_HM', 'MOV_HP', 'EYE_BLINK', 'NLP_SPEECH',
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'EYE_GAZE', 'MOV_VT', 'MOV_FT']
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#Feature group output file extensions
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FAC_ASYM_LOC: _facasym
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FAC_AU_LOC: _facau
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FAC_EXP_LOC: _facemo
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FAC_LMK_LOC: _faclmk
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ACO_INT_LOC: _intensity
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ACO_FF_LOC: _pitch
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ACO_HNR_LOC: _hnr
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ACO_GNE_LOC: _gne
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ACO_FM_LOC: _formant
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ACO_JITTER_LOC: _jitter
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ACO_SHIMMER_LOC: _shimmer
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ACO_PAUSE_LOC: _pausechar
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ACO_VFS_LOC: _voiceprev
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ACO_MFCC_LOC: _mfcc
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MOV_HM_LOC: _headmov
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MOV_HP_LOC: _headpose
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EYE_BLINK_LOC: _eyeblinks
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NLP_SPEECH_LOC: _nlp
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EYE_GAZE_LOC: _eyegaze
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MOV_VT_LOC: _vtremor
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MOV_FT_LOC: _fac_tremor
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#Facial category feature group
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FAC_ASYM: ['fac_AsymMaskMouth', 'fac_AsymMaskEyebrow', 'fac_AsymMaskEye', 'fac_AsymMaskCom']
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FAC_AU: ['fac_AU01int', 'fac_AU02int', 'fac_AU04int', 'fac_AU05int', 'fac_AU06int', 'fac_AU07int', 'fac_AU09int',
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'fac_AU10int', 'fac_AU12int', 'fac_AU14int', 'fac_AU15int', 'fac_AU17int', 'fac_AU20int', 'fac_AU23int',
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'fac_AU25int', 'fac_AU26int', 'fac_AU45int', 'fac_AU01pres', 'fac_AU02pres', 'fac_AU04pres', 'fac_AU05pres',
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'fac_AU06pres', 'fac_AU07pres', 'fac_AU09pres', 'fac_AU10pres', 'fac_AU12pres', 'fac_AU14pres', 'fac_AU15pres',
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'fac_AU17pres', 'fac_AU20pres', 'fac_AU23pres', 'fac_AU25pres', 'fac_AU26pres', 'fac_AU28pres', 'fac_AU45pres']
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FAC_EXP: ['hap_exp', 'sad_exp', 'sur_exp', 'fea_exp', 'ang_exp', 'dis_exp', 'con_exp', 'happ_occ', 'sad_occ',
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'sur_occ', 'fea_occ', 'ang_occ', 'dis_occ', 'con_occ', 'pos_exp', 'neg_exp', 'com_exp', 'hap_exp_full',
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'sad_exp_full', 'sur_exp_full','fea_exp_full', 'ang_exp_full', 'dis_exp_full', 'con_exp_full', 'pos_exp_full',
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'neg_exp_full', 'com_exp_full', 'com_lower_exp','com_upper_exp', 'pai_exp', 'pai_exp_full']
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FAC_LMK: ['fac_LMK00disp', 'fac_LMK01disp', 'fac_LMK02disp', 'fac_LMK03disp', 'fac_LMK04disp',
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'fac_LMK05disp', 'fac_LMK06disp', 'fac_LMK07disp', 'fac_LMK08disp', 'fac_LMK09disp', 'fac_LMK10disp',
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'fac_LMK11disp', 'fac_LMK12disp', 'fac_LMK13disp', 'fac_LMK14disp', 'fac_LMK15disp', 'fac_LMK16disp',
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'fac_LMK17disp', 'fac_LMK18disp', 'fac_LMK19disp', 'fac_LMK20disp', 'fac_LMK21disp', 'fac_LMK22disp',
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'fac_LMK23disp', 'fac_LMK24disp', 'fac_LMK25disp', 'fac_LMK26disp', 'fac_LMK27disp', 'fac_LMK28disp',
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'fac_LMK29disp', 'fac_LMK30disp', 'fac_LMK31disp', 'fac_LMK32disp', 'fac_LMK33disp', 'fac_LMK34disp',
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'fac_LMK35disp', 'fac_LMK36disp', 'fac_LMK37disp', 'fac_LMK38disp', 'fac_LMK39disp', 'fac_LMK40disp',
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'fac_LMK41disp', 'fac_LMK42disp', 'fac_LMK43disp', 'fac_LMK44disp', 'fac_LMK45disp', 'fac_LMK46disp',
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'fac_LMK47disp', 'fac_LMK48disp', 'fac_LMK49disp', 'fac_LMK50disp', 'fac_LMK51disp', 'fac_LMK52disp',
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'fac_LMK53disp', 'fac_LMK54disp', 'fac_LMK55disp', 'fac_LMK56disp', 'fac_LMK57disp', 'fac_LMK58disp',
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'fac_LMK59disp', 'fac_LMK60disp', 'fac_LMK61disp', 'fac_LMK62disp', 'fac_LMK63disp', 'fac_LMK64disp',
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'fac_LMK65disp', 'fac_LMK66disp', 'fac_LMK67disp']
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#Acoustic category feature group
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ACO_INT: ['aco_int']
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ACO_FF: ['aco_ff']
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ACO_HNR: ['aco_hnr']
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ACO_GNE: ['aco_gne']
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ACO_FM: ['aco_fm1','aco_fm2','aco_fm3','aco_fm4']
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ACO_JITTER: ['aco_jitter']
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ACO_SHIMMER: ['aco_shimmer']
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ACO_PAUSE: ['aco_pausetime','aco_totaltime','aco_pausefrac','aco_numpauses']
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ACO_VFS: ['aco_voicePct']
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ACO_MFCC: ['aco_mfcc1','aco_mfcc2','aco_mfcc3','aco_mfcc4','aco_mfcc5','aco_mfcc6','aco_mfcc7','aco_mfcc8','aco_mfcc9',
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'aco_mfcc10','aco_mfcc11','aco_mfcc12']
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#Movement category feature group
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MOV_HM: ['head_vel']
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MOV_HP: ['mov_Hpose_Dist','mov_Hpose_Pitch','mov_Hpose_Yaw','mov_Hpose_Roll']
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EYE_BLINK: ['mov_blink_ear', 'vid_dur', 'mov_blinkdur']
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MOV_VT: ['mov_freq_trem_freq', 'mov_freq_trem_index', 'mov_freq_trem_pindex', 'mov_amp_trem_freq',
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'mov_amp_trem_index', 'mov_amp_trem_pindex']
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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']
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EYE_GAZE: ['mov_leye_x', 'mov_leye_y', 'mov_leye_z', 'mov_reye_x', 'mov_reye_y', 'mov_reye_z', 'mov_eleft_disp',
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'mov_eright_disp']
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#NLP category feature group
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NLP_SPEECH: ['nlp_numSentences', 'nlp_singPronPerAns', 'nlp_singPronPerSen', 'nlp_pastTensePerAns', 'nlp_pastTensePerSen',
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'nlp_pronounsPerAns', 'nlp_pronounsPerSen', 'nlp_verbsPerAns', 'nlp_verbsPerSen', 'nlp_adjectivesPerAns',
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'nlp_adjectivesPerSen', 'nlp_nounsPerAns', 'nlp_nounsPerSen', 'nlp_sentiment_mean', 'nlp_mattr', 'nlp_wordsPerMin',
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'nlp_totalTime']
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#Calculation for variables
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# Facial Asymmetry
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fac_AsymMaskMouth: ['mean', 'std']
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fac_AsymMaskEyebrow: ['mean', 'std']
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fac_AsymMaskEye: ['mean', 'std']
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fac_AsymMaskCom: ['mean', 'std']
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#Facial Action Unit
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fac_AU01int: ['mean', 'std']
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fac_AU02int: ['mean', 'std']
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fac_AU04int: ['mean', 'std']
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fac_AU05int: ['mean', 'std']
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fac_AU06int: ['mean', 'std']
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fac_AU07int: ['mean', 'std']
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fac_AU09int: ['mean', 'std']
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fac_AU10int: ['mean', 'std']
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fac_AU12int: ['mean', 'std']
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fac_AU14int: ['mean', 'std']
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fac_AU15int: ['mean', 'std']
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fac_AU17int: ['mean', 'std']
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fac_AU20int: ['mean', 'std']
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fac_AU23int: ['mean', 'std']
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fac_AU25int: ['mean', 'std']
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fac_AU26int: ['mean', 'std']
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fac_AU45int: ['mean', 'std']
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fac_AU01pres: ['pct']
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fac_AU02pres: ['pct']
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fac_AU04pres: ['pct']
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fac_AU05pres: ['pct']
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fac_AU06pres: ['pct']
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fac_AU07pres: ['pct']
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fac_AU09pres: ['pct']
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fac_AU10pres: ['pct']
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fac_AU12pres: ['pct']
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fac_AU14pres: ['pct']
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fac_AU15pres: ['pct']
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fac_AU17pres: ['pct']
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fac_AU20pres: ['pct']
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fac_AU23pres: ['pct']
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fac_AU25pres: ['pct']
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fac_AU26pres: ['pct']
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fac_AU28pres: ['pct']
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fac_AU45pres: ['pct']
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#Facial Expressivity
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hap_exp: ['mean', 'std']
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sad_exp: ['mean', 'std']
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sur_exp: ['mean', 'std']
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fea_exp: ['mean', 'std']
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ang_exp: ['mean', 'std']
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dis_exp: ['mean', 'std']
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con_exp: ['mean', 'std']
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happ_occ: ['pct']
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sad_occ: ['pct']
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sur_occ: ['pct']
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fea_occ: ['pct']
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ang_occ: ['pct']
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dis_occ: ['pct']
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con_occ: ['pct']
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pos_exp: ['mean', 'std', 'pct']
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neg_exp: ['mean', 'std', 'pct']
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neu_exp: ['mean', 'std', 'pct']
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com_exp: ['mean', 'std', 'pct']
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com_lower_exp: ['mean','std','pct']
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com_upper_exp: ['mean','std','pct']
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pai_exp: ['mean','std','pct']
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hap_exp_full: ['mean', 'std']
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sad_exp_full: ['mean', 'std']
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sur_exp_full: ['mean', 'std']
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fea_exp_full: ['mean', 'std']
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ang_exp_full: ['mean', 'std']
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dis_exp_full: ['mean', 'std']
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con_exp_full: ['mean', 'std']
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pos_exp_full: ['mean', 'std']
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neg_exp_full: ['mean', 'std']
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neu_exp_full: ['mean', 'std']
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com_exp_full: ['mean', 'std']
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com_lower_exp_full: ['mean','std']
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com_upper_exp_full: ['mean', 'std']
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pai_exp_full: ['mean','std']
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#Facial Landmarks
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fac_LMK00disp: ['mean', 'std']
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fac_LMK01disp: ['mean', 'std']
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fac_LMK02disp: ['mean', 'std']
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fac_LMK03disp: ['mean', 'std']
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fac_LMK04disp: ['mean', 'std']
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fac_LMK05disp: ['mean', 'std']
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fac_LMK06disp: ['mean', 'std']
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fac_LMK07disp: ['mean', 'std']
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fac_LMK08disp: ['mean', 'std']
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fac_LMK09disp: ['mean', 'std']
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fac_LMK10disp: ['mean', 'std']
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fac_LMK11disp: ['mean', 'std']
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fac_LMK12disp: ['mean', 'std']
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fac_LMK13disp: ['mean', 'std']
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fac_LMK14disp: ['mean', 'std']
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fac_LMK15disp: ['mean', 'std']
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fac_LMK16disp: ['mean', 'std']
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fac_LMK17disp: ['mean', 'std']
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fac_LMK18disp: ['mean', 'std']
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fac_LMK19disp: ['mean', 'std']
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fac_LMK20disp: ['mean', 'std']
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fac_LMK21disp: ['mean', 'std']
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fac_LMK22disp: ['mean', 'std']
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fac_LMK23disp: ['mean', 'std']
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fac_LMK24disp: ['mean', 'std']
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fac_LMK25disp: ['mean', 'std']
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fac_LMK26disp: ['mean', 'std']
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fac_LMK27disp: ['mean', 'std']
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fac_LMK28disp: ['mean', 'std']
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fac_LMK29disp: ['mean', 'std']
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fac_LMK30disp: ['mean', 'std']
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fac_LMK31disp: ['mean', 'std']
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fac_LMK32disp: ['mean', 'std']
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fac_LMK33disp: ['mean', 'std']
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fac_LMK34disp: ['mean', 'std']
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fac_LMK35disp: ['mean', 'std']
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fac_LMK36disp: ['mean', 'std']
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fac_LMK37disp: ['mean', 'std']
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fac_LMK38disp: ['mean', 'std']
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fac_LMK39disp: ['mean', 'std']
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fac_LMK40disp: ['mean', 'std']
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fac_LMK41disp: ['mean', 'std']
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fac_LMK42disp: ['mean', 'std']
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fac_LMK43disp: ['mean', 'std']
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fac_LMK44disp: ['mean', 'std']
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fac_LMK45disp: ['mean', 'std']
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fac_LMK46disp: ['mean', 'std']
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fac_LMK47disp: ['mean', 'std']
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fac_LMK48disp: ['mean', 'std']
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fac_LMK49disp: ['mean', 'std']
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fac_LMK50disp: ['mean', 'std']
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fac_LMK51disp: ['mean', 'std']
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fac_LMK52disp: ['mean', 'std']
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fac_LMK53disp: ['mean', 'std']
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fac_LMK54disp: ['mean', 'std']
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fac_LMK55disp: ['mean', 'std']
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fac_LMK56disp: ['mean', 'std']
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fac_LMK57disp: ['mean', 'std']
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fac_LMK58disp: ['mean', 'std']
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fac_LMK59disp: ['mean', 'std']
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fac_LMK60disp: ['mean', 'std']
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fac_LMK61disp: ['mean', 'std']
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fac_LMK62disp: ['mean', 'std']
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fac_LMK63disp: ['mean', 'std']
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fac_LMK64disp: ['mean', 'std']
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fac_LMK65disp: ['mean', 'std']
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fac_LMK66disp: ['mean', 'std']
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fac_LMK67disp: ['mean', 'std']
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#Acoustic feature
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aco_int: ['mean', 'std', 'range']
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aco_ff: ['mean', 'std', 'range']
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aco_hnr: ['mean', 'std', 'range']
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aco_gne: ['mean', 'std', 'range']
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aco_fm1: ['mean', 'std', 'range']
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aco_fm2: ['mean', 'std', 'range']
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aco_fm3: ['mean', 'std', 'range']
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aco_fm4: ['mean', 'std', 'range']
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aco_jitter: ['mean', 'std', 'range']
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aco_shimmer: ['mean', 'std', 'range']
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aco_pausetime: ['mean']
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aco_pausefrac: ['mean']
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aco_voicePct: ['mean']
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aco_totaltime: ['mean']
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aco_numpauses: ['mean']
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aco_mfcc1: ['mean']
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aco_mfcc2: ['mean']
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aco_mfcc3: ['mean']
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aco_mfcc4: ['mean']
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aco_mfcc5: ['mean']
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aco_mfcc6: ['mean']
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aco_mfcc7: ['mean']
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aco_mfcc8: ['mean']
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aco_mfcc9: ['mean']
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aco_mfcc10: ['mean']
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aco_mfcc11: ['mean']
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aco_mfcc12: ['mean']
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#Movement feature
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head_vel: ['mean', 'std']
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mov_Hpose_Dist: ['mean', 'std']
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mov_Hpose_Pitch: ['mean', 'std']
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mov_Hpose_Yaw: ['mean', 'std']
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mov_Hpose_Roll: ['mean', 'std']
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mov_blink_ear: ['mean', 'std']
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vid_dur: ['count']
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mov_blinkdur: ['mean', 'std']
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mov_freq_trem_freq: ['mean']
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mov_freq_trem_index: ['mean']
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mov_freq_trem_pindex: ['mean']
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mov_amp_trem_freq: ['mean']
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mov_amp_trem_index: ['mean']
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mov_amp_trem_pindex: ['mean']
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fac_tremor_median_5: ['mean']
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fac_tremor_median_12: ['mean']
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fac_tremor_median_8: ['mean']
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fac_tremor_median_48: ['mean']
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fac_tremor_median_54: ['mean']
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fac_tremor_median_28: ['mean']
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fac_tremor_median_51: ['mean']
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fac_tremor_median_66: ['mean']
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fac_tremor_median_57: ['mean']
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mov_leye_x: ['mean', 'std']
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mov_leye_y: ['mean', 'std']
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mov_leye_z: ['mean', 'std']
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mov_reye_x: ['mean', 'std']
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mov_reye_y: ['mean', 'std']
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mov_reye_z: ['mean', 'std']
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mov_eleft_disp: ['mean', 'std']
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mov_eright_disp: ['mean', 'std']
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#NLP feature
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nlp_numSentences: ['mean']
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nlp_singPronPerAns: ['mean']
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nlp_singPronPerSen: ['mean']
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nlp_pastTensePerAns: ['mean']
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nlp_pastTensePerSen: ['mean']
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nlp_pronounsPerAns: ['mean']
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nlp_pronounsPerSen: ['mean']
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nlp_verbsPerAns: ['mean']
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nlp_verbsPerSen: ['mean']
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nlp_adjectivesPerAns: ['mean']
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nlp_adjectivesPerSen: ['mean']
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nlp_nounsPerAns: ['mean']
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nlp_nounsPerSen: ['mean']
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nlp_sentiment_mean: ['mean']
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nlp_mattr: ['mean']
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nlp_wordsPerMin: ['mean']
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nlp_totalTime: ['mean']
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