284 lines
17 KiB
Python
284 lines
17 KiB
Python
"""
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file_name: config_raw_feature
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project_name: DBM
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created: 2020-20-07
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"""
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import os
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import yaml
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DBMLIB_PATH = os.path.dirname(__file__)
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DBMLIB_FEATURE_CONFIG = os.path.abspath(
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os.path.join(DBMLIB_PATH, "../../resources/features/raw_feature.yml")
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)
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class ConfigRawReader(object):
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"""Summary
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Read sevice end ponit
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"""
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def __init__(self, feature_config_yml=None):
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"""Summary
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Args:
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feature_config_yml (None, optional): yml file defined service configuration
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"""
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if feature_config_yml is None:
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feature_config = DBMLIB_FEATURE_CONFIG
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else:
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feature_config = feature_config_yml
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with open(feature_config, "r") as ymlfile:
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config = yaml.load(ymlfile, Loader=yaml.CLoader)
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# Verbal features
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self.base_raw = config
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self.err_reason = config["raw_feature"]["error_reason"]
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# Output range
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self.mov_headvel_start = config["raw_feature"]["mov_headvel_start"]
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self.mov_headvel_end = config["raw_feature"]["mov_headvel_end"]
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# Acoustic variable
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self.aco_int = config["raw_feature"]["aco_int"]
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self.aco_ff = config["raw_feature"]["aco_ff"]
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self.aco_voiceLabel = config["raw_feature"]["aco_voiceLabel"]
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self.aco_hnr = config["raw_feature"]["aco_hnr"]
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self.aco_gne = config["raw_feature"]["aco_gne"]
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self.aco_fm1 = config["raw_feature"]["aco_fm1"]
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self.aco_fm2 = config["raw_feature"]["aco_fm2"]
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self.aco_fm3 = config["raw_feature"]["aco_fm3"]
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self.aco_fm4 = config["raw_feature"]["aco_fm4"]
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self.aco_jitter = config["raw_feature"]["aco_jitter"]
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self.aco_shimmer = config["raw_feature"]["aco_shimmer"]
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self.aco_mfcc1 = config["raw_feature"]["aco_mfcc1"]
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self.aco_mfcc2 = config["raw_feature"]["aco_mfcc2"]
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self.aco_mfcc3 = config["raw_feature"]["aco_mfcc3"]
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self.aco_mfcc4 = config["raw_feature"]["aco_mfcc4"]
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self.aco_mfcc5 = config["raw_feature"]["aco_mfcc5"]
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self.aco_mfcc6 = config["raw_feature"]["aco_mfcc6"]
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self.aco_mfcc7 = config["raw_feature"]["aco_mfcc7"]
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self.aco_mfcc8 = config["raw_feature"]["aco_mfcc8"]
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self.aco_mfcc9 = config["raw_feature"]["aco_mfcc9"]
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self.aco_mfcc10 = config["raw_feature"]["aco_mfcc10"]
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self.aco_mfcc11 = config["raw_feature"]["aco_mfcc11"]
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self.aco_mfcc12 = config["raw_feature"]["aco_mfcc12"]
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self.aco_voiceFrame = config["raw_feature"]["aco_voiceFrame"]
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self.aco_totVoiceFrame = config["raw_feature"]["aco_totVoiceFrame"]
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self.aco_voicePct = config["raw_feature"]["aco_voicePct"]
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self.aco_pausetime = config["raw_feature"]["aco_pausetime"]
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self.aco_totaltime = config["raw_feature"]["aco_totaltime"]
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self.aco_speakingtime = config["raw_feature"]["aco_speakingtime"]
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self.aco_numpauses = config["raw_feature"]["aco_numpauses"]
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self.aco_pausefrac = config["raw_feature"]["aco_pausefrac"]
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# Facial Action Unit (for consistency)
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self.fac_AU01int = config["raw_feature"]["fac_AU01int"]
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self.fac_AU02int = config["raw_feature"]["fac_AU02int"]
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self.fac_AU04int = config["raw_feature"]["fac_AU04int"]
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self.fac_AU05int = config["raw_feature"]["fac_AU05int"]
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self.fac_AU06int = config["raw_feature"]["fac_AU06int"]
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self.fac_AU07int = config["raw_feature"]["fac_AU07int"]
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self.fac_AU09int = config["raw_feature"]["fac_AU09int"]
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self.fac_AU10int = config["raw_feature"]["fac_AU10int"]
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self.fac_AU12int = config["raw_feature"]["fac_AU12int"]
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self.fac_AU14int = config["raw_feature"]["fac_AU14int"]
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self.fac_AU15int = config["raw_feature"]["fac_AU15int"]
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self.fac_AU17int = config["raw_feature"]["fac_AU17int"]
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self.fac_AU20int = config["raw_feature"]["fac_AU20int"]
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self.fac_AU23int = config["raw_feature"]["fac_AU23int"]
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self.fac_AU25int = config["raw_feature"]["fac_AU25int"]
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self.fac_AU26int = config["raw_feature"]["fac_AU26int"]
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self.fac_AU45int = config["raw_feature"]["fac_AU45int"]
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self.fac_AU01pres = config["raw_feature"]["fac_AU01pres"]
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self.fac_AU02pres = config["raw_feature"]["fac_AU02pres"]
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self.fac_AU04pres = config["raw_feature"]["fac_AU04pres"]
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self.fac_AU05pres = config["raw_feature"]["fac_AU05pres"]
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self.fac_AU06pres = config["raw_feature"]["fac_AU06pres"]
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self.fac_AU07pres = config["raw_feature"]["fac_AU07pres"]
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self.fac_AU09pres = config["raw_feature"]["fac_AU09pres"]
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self.fac_AU10pres = config["raw_feature"]["fac_AU10pres"]
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self.fac_AU12pres = config["raw_feature"]["fac_AU12pres"]
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self.fac_AU14pres = config["raw_feature"]["fac_AU14pres"]
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self.fac_AU15pres = config["raw_feature"]["fac_AU15pres"]
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self.fac_AU17pres = config["raw_feature"]["fac_AU17pres"]
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self.fac_AU20pres = config["raw_feature"]["fac_AU20pres"]
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self.fac_AU23pres = config["raw_feature"]["fac_AU23pres"]
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self.fac_AU25pres = config["raw_feature"]["fac_AU25pres"]
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self.fac_AU26pres = config["raw_feature"]["fac_AU26pres"]
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self.fac_AU28pres = config["raw_feature"]["fac_AU28pres"]
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self.fac_AU45pres = config["raw_feature"]["fac_AU45pres"]
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# Facial Landmarks (for consistency)
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self.fac_LMK00disp = config["raw_feature"]["fac_LMK00disp"]
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self.fac_LMK01disp = config["raw_feature"]["fac_LMK01disp"]
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self.fac_LMK02disp = config["raw_feature"]["fac_LMK02disp"]
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self.fac_LMK03disp = config["raw_feature"]["fac_LMK03disp"]
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self.fac_LMK04disp = config["raw_feature"]["fac_LMK04disp"]
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self.fac_LMK05disp = config["raw_feature"]["fac_LMK05disp"]
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self.fac_LMK06disp = config["raw_feature"]["fac_LMK06disp"]
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self.fac_LMK07disp = config["raw_feature"]["fac_LMK07disp"]
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self.fac_LMK08disp = config["raw_feature"]["fac_LMK08disp"]
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self.fac_LMK09disp = config["raw_feature"]["fac_LMK09disp"]
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self.fac_LMK10disp = config["raw_feature"]["fac_LMK10disp"]
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self.fac_LMK11disp = config["raw_feature"]["fac_LMK11disp"]
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self.fac_LMK12disp = config["raw_feature"]["fac_LMK12disp"]
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self.fac_LMK13disp = config["raw_feature"]["fac_LMK13disp"]
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self.fac_LMK14disp = config["raw_feature"]["fac_LMK14disp"]
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self.fac_LMK15disp = config["raw_feature"]["fac_LMK15disp"]
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self.fac_LMK16disp = config["raw_feature"]["fac_LMK16disp"]
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self.fac_LMK17disp = config["raw_feature"]["fac_LMK17disp"]
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self.fac_LMK18disp = config["raw_feature"]["fac_LMK18disp"]
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self.fac_LMK19disp = config["raw_feature"]["fac_LMK19disp"]
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self.fac_LMK20disp = config["raw_feature"]["fac_LMK20disp"]
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self.fac_LMK21disp = config["raw_feature"]["fac_LMK21disp"]
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self.fac_LMK22disp = config["raw_feature"]["fac_LMK22disp"]
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self.fac_LMK23disp = config["raw_feature"]["fac_LMK23disp"]
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self.fac_LMK24disp = config["raw_feature"]["fac_LMK24disp"]
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self.fac_LMK25disp = config["raw_feature"]["fac_LMK25disp"]
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self.fac_LMK26disp = config["raw_feature"]["fac_LMK26disp"]
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self.fac_LMK27disp = config["raw_feature"]["fac_LMK27disp"]
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self.fac_LMK28disp = config["raw_feature"]["fac_LMK28disp"]
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self.fac_LMK29disp = config["raw_feature"]["fac_LMK29disp"]
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self.fac_LMK30disp = config["raw_feature"]["fac_LMK30disp"]
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self.fac_LMK31disp = config["raw_feature"]["fac_LMK31disp"]
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self.fac_LMK32disp = config["raw_feature"]["fac_LMK32disp"]
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self.fac_LMK33disp = config["raw_feature"]["fac_LMK33disp"]
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self.fac_LMK34disp = config["raw_feature"]["fac_LMK34disp"]
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self.fac_LMK35disp = config["raw_feature"]["fac_LMK35disp"]
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self.fac_LMK36disp = config["raw_feature"]["fac_LMK36disp"]
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self.fac_LMK37disp = config["raw_feature"]["fac_LMK37disp"]
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self.fac_LMK38disp = config["raw_feature"]["fac_LMK38disp"]
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self.fac_LMK39disp = config["raw_feature"]["fac_LMK39disp"]
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self.fac_LMK40disp = config["raw_feature"]["fac_LMK40disp"]
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self.fac_LMK41disp = config["raw_feature"]["fac_LMK41disp"]
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self.fac_LMK42disp = config["raw_feature"]["fac_LMK42disp"]
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self.fac_LMK43disp = config["raw_feature"]["fac_LMK43disp"]
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self.fac_LMK44disp = config["raw_feature"]["fac_LMK44disp"]
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self.fac_LMK45disp = config["raw_feature"]["fac_LMK45disp"]
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self.fac_LMK46disp = config["raw_feature"]["fac_LMK46disp"]
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self.fac_LMK47disp = config["raw_feature"]["fac_LMK47disp"]
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self.fac_LMK48disp = config["raw_feature"]["fac_LMK48disp"]
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self.fac_LMK49disp = config["raw_feature"]["fac_LMK49disp"]
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self.fac_LMK50disp = config["raw_feature"]["fac_LMK50disp"]
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self.fac_LMK51disp = config["raw_feature"]["fac_LMK51disp"]
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self.fac_LMK52disp = config["raw_feature"]["fac_LMK52disp"]
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self.fac_LMK53disp = config["raw_feature"]["fac_LMK53disp"]
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self.fac_LMK54disp = config["raw_feature"]["fac_LMK54disp"]
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self.fac_LMK55disp = config["raw_feature"]["fac_LMK55disp"]
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self.fac_LMK56disp = config["raw_feature"]["fac_LMK56disp"]
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self.fac_LMK57disp = config["raw_feature"]["fac_LMK57disp"]
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self.fac_LMK58disp = config["raw_feature"]["fac_LMK58disp"]
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self.fac_LMK59disp = config["raw_feature"]["fac_LMK59disp"]
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self.fac_LMK60disp = config["raw_feature"]["fac_LMK60disp"]
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self.fac_LMK61disp = config["raw_feature"]["fac_LMK61disp"]
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self.fac_LMK62disp = config["raw_feature"]["fac_LMK62disp"]
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self.fac_LMK63disp = config["raw_feature"]["fac_LMK63disp"]
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self.fac_LMK64disp = config["raw_feature"]["fac_LMK64disp"]
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self.fac_LMK65disp = config["raw_feature"]["fac_LMK65disp"]
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self.fac_LMK66disp = config["raw_feature"]["fac_LMK66disp"]
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self.fac_LMK67disp = config["raw_feature"]["fac_LMK67disp"]
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# Facial features
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self.hap_exp = config["raw_feature"]["hap_exp"]
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self.sad_exp = config["raw_feature"]["sad_exp"]
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self.sur_exp = config["raw_feature"]["sur_exp"]
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self.fea_exp = config["raw_feature"]["fea_exp"]
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self.ang_exp = config["raw_feature"]["ang_exp"]
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self.dis_exp = config["raw_feature"]["dis_exp"]
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self.con_exp = config["raw_feature"]["con_exp"]
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self.happ_occ = config["raw_feature"]["happ_occ"]
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self.sad_occ = config["raw_feature"]["sad_occ"]
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self.sur_occ = config["raw_feature"]["sur_occ"]
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self.fea_occ = config["raw_feature"]["fea_occ"]
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self.ang_occ = config["raw_feature"]["ang_occ"]
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self.dis_occ = config["raw_feature"]["dis_occ"]
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self.con_occ = config["raw_feature"]["con_occ"]
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self.pos_exp = config["raw_feature"]["pos_exp"]
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self.neg_exp = config["raw_feature"]["neg_exp"]
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self.neu_exp = config["raw_feature"]["neu_exp"]
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self.cai_exp = config["raw_feature"]["cai_exp"]
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self.com_exp = config["raw_feature"]["com_exp"]
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self.com_lower_exp = config["raw_feature"]["com_lower_exp"]
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self.com_upper_exp = config["raw_feature"]["com_upper_exp"]
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self.pai_exp = config["raw_feature"]["pai_exp"]
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self.hap_exp_full = config["raw_feature"]["hap_exp_full"]
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self.sad_exp_full = config["raw_feature"]["sad_exp_full"]
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self.sur_exp_full = config["raw_feature"]["sur_exp_full"]
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self.fea_exp_full = config["raw_feature"]["fea_exp_full"]
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self.ang_exp_full = config["raw_feature"]["ang_exp_full"]
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self.dis_exp_full = config["raw_feature"]["dis_exp_full"]
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self.con_exp_full = config["raw_feature"]["con_exp_full"]
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self.pos_exp_full = config["raw_feature"]["pos_exp_full"]
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self.neg_exp_full = config["raw_feature"]["neg_exp_full"]
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self.neu_exp_full = config["raw_feature"]["neu_exp_full"]
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self.cai_exp_full = config["raw_feature"]["cai_exp_full"]
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self.com_exp_full = config["raw_feature"]["com_exp_full"]
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self.com_lower_exp_full = config["raw_feature"]["com_lower_exp_full"]
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self.com_upper_exp_full = config["raw_feature"]["com_upper_exp_full"]
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self.pai_exp_full = config["raw_feature"]["pai_exp_full"]
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self.fac_AsymMaskMouth = config["raw_feature"]["fac_AsymMaskMouth"]
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self.fac_AsymMaskEye = config["raw_feature"]["fac_AsymMaskEye"]
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self.fac_AsymMaskEyebrow = config["raw_feature"]["fac_AsymMaskEyebrow"]
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self.fac_AsymMaskCom = config["raw_feature"]["fac_AsymMaskCom"]
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# Movement features
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self.head_vel = config["raw_feature"]["head_vel"]
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self.mov_blink_ear = config["raw_feature"]["mov_blink_ear"]
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self.vid_dur = config["raw_feature"]["vid_dur"]
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self.fps = config["raw_feature"]["fps"]
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self.mov_blinkframes = config["raw_feature"]["mov_blinkframes"]
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self.mov_blinkdur = config["raw_feature"]["mov_blinkdur"]
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self.mov_Hpose_Pitch = config["raw_feature"]["mov_Hpose_Pitch"]
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self.mov_Hpose_Yaw = config["raw_feature"]["mov_Hpose_Yaw"]
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self.mov_Hpose_Roll = config["raw_feature"]["mov_Hpose_Roll"]
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self.mov_Hpose_Dist = config["raw_feature"]["mov_Hpose_Dist"]
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self.mov_freq_trem_freq = config["raw_feature"]["mov_freq_trem_freq"]
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self.mov_freq_trem_index = config["raw_feature"]["mov_freq_trem_index"]
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self.mov_freq_trem_pindex = config["raw_feature"]["mov_freq_trem_pindex"]
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self.mov_amp_trem_freq = config["raw_feature"]["mov_amp_trem_freq"]
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self.mov_amp_trem_index = config["raw_feature"]["mov_amp_trem_index"]
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self.mov_amp_trem_pindex = config["raw_feature"]["mov_amp_trem_pindex"]
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self.fac_tremor_median_5 = config["raw_feature"]["fac_tremor_median_5"]
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self.fac_tremor_median_12 = config["raw_feature"]["fac_tremor_median_12"]
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self.fac_tremor_median_8 = config["raw_feature"]["fac_tremor_median_8"]
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self.fac_tremor_median_48 = config["raw_feature"]["fac_tremor_median_48"]
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self.fac_tremor_median_54 = config["raw_feature"]["fac_tremor_median_54"]
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self.fac_tremor_median_28 = config["raw_feature"]["fac_tremor_median_28"]
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self.fac_tremor_median_51 = config["raw_feature"]["fac_tremor_median_51"]
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self.fac_tremor_median_66 = config["raw_feature"]["fac_tremor_median_66"]
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self.fac_tremor_median_57 = config["raw_feature"]["fac_tremor_median_57"]
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self.mov_leye_x = config["raw_feature"]["mov_leye_x"]
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self.mov_leye_y = config["raw_feature"]["mov_leye_y"]
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self.mov_leye_z = config["raw_feature"]["mov_leye_z"]
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self.mov_reye_x = config["raw_feature"]["mov_reye_x"]
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self.mov_reye_y = config["raw_feature"]["mov_reye_y"]
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self.mov_reye_z = config["raw_feature"]["mov_reye_z"]
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self.mov_eleft_disp = config["raw_feature"]["mov_eleft_disp"]
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self.mov_eright_disp = config["raw_feature"]["mov_eright_disp"]
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# NLP features
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self.nlp_transcribe = config["raw_feature"]["nlp_transcribe"]
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self.nlp_numSentences = config["raw_feature"]["nlp_numSentences"]
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self.nlp_singPronPerAns = config["raw_feature"]["nlp_singPronPerAns"]
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self.nlp_singPronPerSen = config["raw_feature"]["nlp_singPronPerSen"]
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self.nlp_pastTensePerAns = config["raw_feature"]["nlp_pastTensePerAns"]
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self.nlp_pastTensePerSen = config["raw_feature"]["nlp_pastTensePerSen"]
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self.nlp_pronounsPerAns = config["raw_feature"]["nlp_pronounsPerAns"]
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self.nlp_pronounsPerSen = config["raw_feature"]["nlp_pronounsPerSen"]
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self.nlp_verbsPerAns = config["raw_feature"]["nlp_verbsPerAns"]
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self.nlp_verbsPerSen = config["raw_feature"]["nlp_verbsPerSen"]
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self.nlp_adjectivesPerAns = config["raw_feature"]["nlp_adjectivesPerAns"]
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self.nlp_adjectivesPerSen = config["raw_feature"]["nlp_adjectivesPerSen"]
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self.nlp_nounsPerAns = config["raw_feature"]["nlp_nounsPerAns"]
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self.nlp_nounsPerSen = config["raw_feature"]["nlp_nounsPerSen"]
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self.nlp_sentiment_mean = config["raw_feature"]["nlp_sentiment_mean"]
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self.nlp_mattr = config["raw_feature"]["nlp_mattr"]
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self.nlp_wordsPerMin = config["raw_feature"]["nlp_wordsPerMin"]
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self.nlp_totalTime = config["raw_feature"]["nlp_totalTime"]
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