import numpy as np speaker_id = { 'Amel_Karboul': 0, 'Bill_Gates': 1, 'Christina_Wallace': 2, 'Dan_Ariely': 3, 'daniel_susskind': 4, 'Dena_Simmons': 5, 'Enric_Sala': 6, 'FeiFei_Li': 7, 'GabeBarcia_Colombo': 8, 'Kelly_Richmond_Pope': 9, 'Keller_Rinaudo': 10, 'Laurel_Braitman': 11, 'Lisa_Feldman_Barrett': 12, 'molly_winter': 13, 'Sara_DeWitt': 14, 'Seema_Bansal': 15, 'Stacy_Smith': 16, 'Stanley_McChrystal': 17, 'Vicki_Arroyo': 18, 'speeker_oliver': 19, 'oliver': 20, 'chemistry': 21, 'seth': 22, 'conan': 23, } checker_stats={ 'angelica': { "finger_distance": 0.8, "finger_angle": 0.2, "finger_offset": [0.9, 0.9], "finger_position": [0.9, 0.9, 0.9, 0.9], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]] }, 'oliver': { "finger_distance": 0.8, "finger_angle": 0.2, "finger_offset": [0.9, 0.9], "finger_position": [0.9, 0.9, 0.9, 0.9], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]] }, 'seth': { "finger_distance": 0.8, "finger_angle": 0.2, "finger_offset": [0.9, 0.9], "finger_position": [0.9, 0.9, 0.9, 0.9], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]] }, 'shelly': { "finger_distance": 0.8, "finger_angle": 0.2, "finger_offset": [0.9, 0.9], "finger_position": [0.9, 0.9, 0.9, 0.9], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]] }, 'Dan_Ariely': { #(38685, 54804) "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, 'Bill_Gates': { #(29734, 43630) "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, 'Amel_Karboul': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, 'Christina_Wallace': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, 'daniel_susskind': { #(21066, 54714) "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 2, "negative_thres": 2 }, 'Dena_Simmons': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, 'Enric_Sala': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 2, "negative_thres": 2 }, 'FeiFei_Li': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 2, "negative_thres": -1 }, 'GabeBarcia_Colombo': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 2, "negative_thres": -1 }, 'Keller_Rinaudo': { #(4011, 10623) "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": -1 }, 'Kelly_Richmond_Pope': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 2, "negative_thres": 2 }, 'Laurel_Braitman': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, 'Lisa_Feldman_Barrett': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 2, "negative_thres": 2 }, 'molly_winter': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 2, "negative_thres": 2 }, 'Sara_DeWitt': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, 'Seema_Bansal': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, 'Vicki_Arroyo': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, 'Stacy_Smith_no_good': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, 'Stanley_McChrystal': { "finger_distance": 0.9, "finger_angle": 0.3, "finger_offset": [1.5, 1.5], "finger_position": [1.5, 1.5, 1.5, 1.5], "finger_velocity": [[0.08, 0.08, 0.08, 0.08], [0.06, 0.06, 0.06, 0.06], [0.15, 0.15, 0.15, 0.15]], "positive_thres": 3, "negative_thres": 2 }, } SPEAKERS_CONFIG = { 'almaram': {'median': np.array([0., -106., -194., -104., 106., 162., 137., 134., 144., 126., 118., 104., 119., 111., 105., 101., 125., 122., 116., 111., 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112.519, 113.059, 119.44, 113.858, 114.358, 116.299, 120.788, 116.685, 117.822, 119.544, 126.314, 122.744, 122.36, 122.702, 131.012, 127.488, 126.576, 125.979, 102.175, 101.177, 100.914, 99.242, 96.896, 99.399, 99.966, 100.655, 100.153, 102.595, 104.855, 107.204, 106.748, 107.49, 111.118, 111.368, 110.997, 112.068, 114.87, 115.63, 114.635]), 'scale_factor': 1.518504709101034, 'std': np.array([0., 15.77442357, 31.74083135, 38.76473912, 16.00981399, 28.00046935, 40.03541927, 46.47948191, 52.37930392, 47.88657929, 48.78288609, 48.42624263, 46.59846966, 48.26843663, 50.59365643, 52.47084523, 48.17116694, 51.37568682, 53.37495696, 54.50430897, 50.88302655, 54.47836245, 56.48290063, 57.29840639, 54.71323058, 58.40441966, 60.72342348, 62.18302752, 46.9228708, 44.15867388, 46.51470467, 49.62792859, 52.8391046, 49.06342426, 52.13875502, 55.0459726, 57.37028374, 47.79499948, 51.69669606, 54.54852811, 56.73739486, 48.16782208, 51.27987714, 53.97625477, 56.09597344, 49.14352283, 51.41441914, 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158., 170., 179., 188., 163., 178., 190., 197., 167., 183., 194., 200., 173., 187., 195., 200., 153., 146., 139., 137., 134., 139., 148., 157., 163., 146., 158., 168., 173., 154., 166., 174., 179., 163., 172., 177., 180.]), 'mean': np.array([0., -109.943, -170.558, -58.044, 109.827, 168.036, 94.467, 58.97, 52.736, 45.407, 44.249, 45.665, 51.639, 49.735, 48.165, 46.499, 56.536, 53.554, 51.313, 48.981, 60.293, 57.029, 54.887, 53.198, 62.166, 59.695, 58.707, 57.117, -43.247, -27.359, -8.778, 3.673, 12.136, -8.683, 7.022, 14.388, 18.369, -13.301, 3.559, 10.722, 14.248, -18.083, -2.826, 4.011, 7.615, -21.951, -9.82, -4.64, -0.922, 0., 3.994, 150.072, 139.343, -0.505, 152.459, 153.141, 150.053, 147.183, 146.11, 148.093, 149.845, 146.275, 155.367, 162.994, 169.658, 152.608, 163.311, 173.255, 179.806, 158.304, 168.954, 177.697, 184.216, 163.439, 172.377, 178.879, 183.864, 137.297, 129.411, 121.703, 118.802, 115.731, 120.401, 126.067, 131.436, 136.041, 127.648, 134.987, 142.396, 146.487, 135.083, 142.758, 148.748, 152.58, 143.117, 149.36, 153.495, 156.382]), 'scale_factor': 1.4269190517359058, 'std': np.array([0., 16.41102529, 31.97449978, 46.67209085, 17.08171745, 27.65228208, 37.84749544, 64.7177804, 56.76208509, 51.92178108, 51.05505851, 53.54873271, 53.50798706, 53.75848561, 55.10932566, 57.11749293, 53.06833994, 51.87146695, 53.27754716, 55.13937467, 53.40742599, 51.39184915, 51.61963029, 53.751026, 54.54957785, 52.46150946, 52.15593112, 52.43355139, 55.59562924, 58.58003174, 62.68405472, 66.61520901, 72.01281486, 63.33601275, 68.34514991, 69.40195571, 71.46270943, 61.3120086, 65.63071323, 66.73936407, 68.31931276, 59.29323832, 62.04278946, 63.52757574, 65.27939012, 57.65251598, 59.16748769, 60.96555093, 62.12406873, 0., 8.30312977, 26.11135416, 53.26602436, 11.54088277, 29.07432405, 38.48177645, 44.61889948, 46.82268159, 51.29107037, 55.75426756, 61.06446573, 52.26399693, 56.81973522, 59.92917456, 62.63712187, 52.8356351, 56.60500224, 59.76263026, 61.87583021, 53.49947275, 56.04178695, 58.49736055, 60.91419657, 54.07829767, 55.98037934, 57.79308228, 59.49702097, 56.72689654, 60.67602557, 67.52811852, 73.58046477, 78.81067592, 71.40644368, 79.9644578, 85.45076889, 89.87280634, 71.75058255, 79.95804419, 84.27783329, 87.16994798, 71.19769737, 78.32231761, 82.11062353, 85.16347574, 70.63294777, 75.82125296, 78.49320974, 80.60754354]) }, 'chemistry': {'median': np.array([0., -149., -196., -90., 145., 208., 235., 246., 230.5, 216., 210., 211., 246., 243., 234., 227., 254., 245., 231., 223., 258., 248., 235., 227., 258., 249., 241., 234., -78., -57., -32., -10., 7., -48., -22., -7., 1., -54., -26., -10., -3.5, -58., -31., -17., -11., -57., -35., -25., -19., 0., 6., 218., 261., -5., 163., 145., 133., 120.5, 108., 104., 103., 101., 99., 102., 105., 115., 115., 119., 121., 129., 131., 131., 132., 142., 143., 144., 144., 264., 244., 229., 225., 217., 226., 225., 232., 237., 241., 241., 249., 252., 257., 258., 264., 266., 275., 278., 280., 279.]), 'mean': np.array([0., -143.897, -190.058, -86.903, 140.926, 217.721, 264.637, 268.052, 258.891, 250.801, 250.009, 253.757, 274.376, 274.907, 272.892, 271.535, 283.333, 280.266, 273.551, 270.236, 287.871, 283.827, 275.362, 270.974, 288.984, 285.165, 278.785, 274.5, -77.25, -57.731, -34.007, -13.901, 0.662, -47.15, -22.265, -8.555, -1.11, -52.623, -24.446, -11.432, -6.058, -55.034, -29.605, -18.433, -13.892, -54.819, -35.755, -27.038, -22.352, 0., 6.167, 206.923, 216.101, -6.115, 152.987, 128.342, 124.441, 115.255, 103.173, 99.066, 98.378, 89.811, 85.753, 88.11, 90.737, 99.924, 99.372, 105.05, 107.36, 111.877, 113.49, 117.972, 119.45, 124.973, 126.641, 128.84, 129.162, 217.45, 200.878, 185.423, 180.274, 176.279, 180.945, 177.688, 181.782, 185.668, 194.886, 193.136, 196.672, 198.439, 209.824, 208.904, 210.14, 210.388, 224.81, 224.579, 223.847, 222.846]), 'scale_factor': 1.1010136119625171, 'std': np.array([0., 17.54703368, 35.7581688, 69.24384154, 16.8056099, 53.67166067, 105.93793103, 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72.31580065, 77.08544869, 83.25050342, 74.10669858, 79.17970384, 85.60273603, 88.84267915, 71.75098327, 79.86841222, 86.6311664, 90.07606828, 73.40176235, 79.49821681, 84.53137633, 89.01422134, 72.98420453, 77.71971858, 83.04868683, 87.2696946, 111.3822423, 118.55779645, 126.86364925, 137.85477181, 149.29311027, 136.38734657, 153.90880287, 164.70497525, 173.08522616, 139.26315173, 160.31123304, 173.69513499, 183.07759452, 143.54942764, 162.06102303, 175.3751404, 183.9359502, 148.61482175, 163.27092178, 173.38245803, 181.60665499, 0., 9.34959336, 37.72078969, 49.82852934, 9.37562153, 35.3828342, 61.75611837, 69.91869278, 69.9318641, 72.31696595, 75.38982689, 78.29895966, 76.43157855, 80.22123519, 83.73378457, 87.34744882, 76.80201924, 79.60171631, 84.10195727, 87.62829223, 78.27895655, 82.02017496, 84.37008889, 86.20353936, 80.41539664, 84.47919786, 85.72448728, 86.26808911, 54.1489006, 55.01033281, 59.79178705, 62.95996327, 68.53929033, 60.30863351, 64.76271332, 66.97766773, 69.2184224, 60.48514508, 63.85550564, 65.756052, 68.09354477, 61.19543544, 64.2909634, 65.19778701, 67.21045805, 62.52371467, 65.29180258, 66.37902907, 65.94090418])}, 'shelly': {'median': np.array([0., -44., -60., -53., 44., 65., 40., 34., 33., 32., 32., 32., 31., 28., 26., 25., 31., 28., 26., 25., 31., 28., 26., 25., 30., 28., 27., 26., -49., -49., -52., -55., -56., -55., -57., -57., -58., -56., -57., -57., -57., -56., -56., -57., -56., -55., -56., -56., -56., 0., 0., 70., 99., 0., 69., 84., 86., 84., 81., 79., 77., 85., 85., 84., 83., 88., 88., 87., 86., 91., 91., 90., 89., 92., 92., 91., 91., 104., 102., 100., 99., 99., 107., 109., 110., 111., 111., 114., 115., 115., 115., 118., 119., 119., 117., 120., 121., 121.]), 'mean': np.array([0.00000e+00, -4.39670e+01, -6.16120e+01, -5.66750e+01, 4.38510e+01, 6.52460e+01, 4.23140e+01, 3.73650e+01, 3.57040e+01, 3.45580e+01, 3.44570e+01, 3.45120e+01, 3.52910e+01, 3.31350e+01, 3.19850e+01, 3.09850e+01, 3.51300e+01, 3.28280e+01, 3.14670e+01, 3.08340e+01, 3.51450e+01, 3.27940e+01, 3.16110e+01, 3.05940e+01, 3.47090e+01, 3.29040e+01, 3.22040e+01, 3.11530e+01, -5.37470e+01, -5.32070e+01, -5.42620e+01, -5.62220e+01, -5.78420e+01, -5.81480e+01, -5.93390e+01, -5.98870e+01, -6.00440e+01, -5.89260e+01, -5.98730e+01, -5.95250e+01, -5.97740e+01, -5.86410e+01, -5.93170e+01, -5.91710e+01, -5.94890e+01, -5.80360e+01, -5.85560e+01, -5.88470e+01, -5.87110e+01, 0.00000e+00, -9.70000e-02, 6.69060e+01, 9.19000e+01, -4.16000e-01, 6.65610e+01, 8.19670e+01, 8.38610e+01, 8.18550e+01, 7.90090e+01, 7.72360e+01, 7.61760e+01, 8.11380e+01, 8.04890e+01, 7.99180e+01, 7.96400e+01, 8.42210e+01, 8.41600e+01, 8.36870e+01, 8.31360e+01, 8.67250e+01, 8.67590e+01, 8.62470e+01, 8.56190e+01, 8.85240e+01, 8.86890e+01, 8.82870e+01, 8.75840e+01, 9.63500e+01, 9.51850e+01, 9.30020e+01, 9.14720e+01, 9.06760e+01, 9.54290e+01, 9.63560e+01, 9.65460e+01, 9.66780e+01, 9.88890e+01, 9.99080e+01, 1.00404e+02, 1.00404e+02, 1.01832e+02, 1.02755e+02, 1.03448e+02, 1.03503e+02, 1.04009e+02, 1.05167e+02, 1.05725e+02, 1.06154e+02]), 'scale_factor': 3.570953563050855, 'std': np.array([0., 5.97075464, 18.08920827, 33.06550128, 6.05266875, 18.51673524, 32.79398427, 37.3746408, 38.17355608, 41.0028857, 43.89186885, 46.5736176, 42.3892005, 46.75329694, 48.91665131, 50.78065355, 42.70645267, 46.58178202, 48.63481172, 50.08577087, 42.50759903, 45.92044821, 47.71441794, 49.30368307, 42.41971616, 45.19445524, 46.42829293, 47.59075111, 38.04543325, 38.97140171, 40.60807008, 42.62166956, 45.15082542, 42.1350934, 44.92540572, 47.14573396, 49.22062641, 42.10518405, 45.64207347, 47.96439695, 49.88419513, 42.26076335, 45.48921313, 47.56071655, 49.44677825, 42.74354576, 45.27401975, 46.8043544, 48.27524706, 0., 4.71376612, 19.68423643, 46.76840814, 4.8071763, 17.32877027, 37.98475893, 44.62642355, 44.27660754, 46.27339321, 49.00555381, 51.54084811, 48.50106139, 51.8787999, 54.01876781, 55.82720126, 49.17186349, 53.1482869, 55.37935564, 56.9398411, 49.60537647, 53.15278844, 55.01163505, 56.67173757, 49.79045515, 52.37627592, 53.64364483, 54.5685527, 53.91743225, 54.13352727, 55.90663642, 58.86213737, 61.06556332, 58.86913418, 62.15002224, 64.03989291, 65.85472129, 59.38530693, 62.81211297, 64.88760116, 66.08761445, 59.60905784, 62.46751936, 64.10454973, 65.54253574, 59.33884831, 61.90099443, 63.20263741, 64.26842369])}} SPEAKERS_CONFIG['Lisa_Feldman_Barrett'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.19841738, -1.58047268, -1.4045821 , 1.2758864 , 1.77768676, 1.65703035, 1.61845832, 1.59244072, 1.48879356, 1.40160497, 1.36102816, 1.53588248, 1.36215933, 1.26510949, 1.19200311, 1.45941759, 1.26593316, 1.1738424 , 1.10540102, 1.3722366 , 1.20770126, 1.12864624, 1.06831708, 1.30632046, 1.17984234, 1.11749213, 1.06460759, -1.37441402, -1.35158357, -1.29301242, -1.22775457, -1.16972311, -1.33576587, -1.23453882, -1.14965901, -1.08120032, -1.31386467, -1.18257884, -1.08857249, -1.01432993, -1.27846248, -1.15234329, -1.06544065, -0.99501345, -1.2416203 , -1.13701188, -1.06792966, -1.00916048, 0. , 0.56662626, 2.48479235, 2.1363345 , 0.45417501, 2.35629813, 2.38806224, 2.36420379, 2.18185715, 1.96066104, 1.84163623, 1.77816598, 2.11228409, 1.9678031 , 1.89541172, 1.83834353, 2.18465058, 2.0487781 , 1.98426972, 1.92258174, 2.23186942, 2.12684667, 2.07277724, 2.01655666, 2.28049702, 2.2027903 , 2.15986948, 2.11150698, 2.08887799, 1.88739571, 1.70462141, 1.59624438, 1.51880991, 1.76258563, 1.68480154, 1.6382096 , 1.59391717, 1.88683326, 1.79962303, 1.74649191, 1.69354692, 1.98660209, 1.9059621 , 1.84958903, 1.80192587, 2.07046951, 2.00581994, 1.96129077, 1.91901187]), 'std': np.array([1.00000000e-09, 1.76916032e-01, 3.55399528e-01, 7.72094753e-01, 1.84809040e-01, 3.46885513e-01, 6.94195932e-01, 7.80062801e-01, 8.77986782e-01, 1.09597705e+00, 1.26726032e+00, 1.35675574e+00, 1.15670325e+00, 1.39478340e+00, 1.48536362e+00, 1.54313323e+00, 1.20312300e+00, 1.41754663e+00, 1.47550790e+00, 1.51397373e+00, 1.22895065e+00, 1.39268560e+00, 1.42610007e+00, 1.45145684e+00, 1.22330584e+00, 1.34219012e+00, 1.36608911e+00, 1.38689408e+00, 8.48972445e-01, 9.16183586e-01, 1.01957184e+00, 1.12775862e+00, 1.22240615e+00, 1.13235026e+00, 1.26911958e+00, 1.32638650e+00, 1.36662817e+00, 1.14346996e+00, 1.26913627e+00, 1.31328970e+00, 1.34089795e+00, 1.12620388e+00, 1.23142265e+00, 1.26397872e+00, 1.28137205e+00, 1.09756192e+00, 1.17724380e+00, 1.20309554e+00, 1.22028958e+00, 1.00000000e-09, 9.04773899e-02, 3.07732335e-01, 5.37526342e-01, 1.09008217e-01, 3.10256394e-01, 6.42911520e-01, 7.15965962e-01, 7.58809378e-01, 8.56852460e-01, 1.00070470e+00, 1.06392498e+00, 8.97523961e-01, 1.10467392e+00, 1.18871236e+00, 1.23741103e+00, 9.33567811e-01, 1.14429458e+00, 1.19862626e+00, 1.23185743e+00, 9.70476463e-01, 1.14796893e+00, 1.17120094e+00, 1.18865253e+00, 9.85530394e-01, 1.11727692e+00, 1.13773721e+00, 1.16315194e+00, 6.26625527e-01, 6.55486595e-01, 7.19463952e-01, 7.85708784e-01, 8.41750680e-01, 8.19581326e-01, 8.93514819e-01, 9.27416670e-01, 9.55377400e-01, 8.37890312e-01, 9.16777747e-01, 9.39984132e-01, 9.58576726e-01, 8.35891695e-01, 9.03037061e-01, 9.17925737e-01, 9.26210664e-01, 8.21419854e-01, 8.70511144e-01, 8.80774458e-01, 8.87293754e-01]) } SPEAKERS_CONFIG['Amel_Karboul'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.31694646, -1.7182911 , -1.4229387 , 1.43300073, 1.90203809, 1.02702671, 0.86147811, 0.7523877 , 0.59240631, 0.43787492, 0.30771354, 0.55607061, 0.33617568, 0.21176807, 0.1035814 , 0.53735101, 0.28595784, 0.16503721, 0.07199452, 0.51410739, 0.2780363 , 0.17586396, 0.09493798, 0.49115767, 0.30839241, 0.22946503, 0.15296569, -1.44171535, -1.38051611, -1.2706162 , -1.17360722, -1.10071166, -1.37784478, -1.23175278, -1.12603394, -1.04466992, -1.3976284 , -1.21930714, -1.1082398 , -1.02286535, -1.39882507, -1.22857474, -1.12760953, -1.04923929, -1.38873537, -1.25572297, -1.17423253, -1.11249841, 0. , 0.72992549, 3.20478178, 2.74745657, 0.60989877, 3.05667283, 2.81257127, 2.68400513, 2.46016952, 2.30887215, 2.25025663, 2.18478005, 2.40968863, 2.39325012, 2.3859585 , 2.37106601, 2.55379422, 2.54426606, 2.52255946, 2.49455527, 2.65988151, 2.64391092, 2.61598359, 2.57995377, 2.73033623, 2.71651668, 2.693263 , 2.65664704, 2.57984597, 2.36010878, 2.2032952 , 2.13959683, 2.09660923, 2.25189186, 2.2422468 , 2.25385632, 2.252677 , 2.40281431, 2.39491628, 2.38881862, 2.37257373, 2.52759149, 2.51890148, 2.49875008, 2.4762942 , 2.62450517, 2.60768974, 2.59020701, 2.55683496]), 'std': np.array([1.00000000e-09, 3.94340201e-01, 7.46216428e-01, 1.25409609e+00, 4.48989120e-01, 6.33724388e-01, 1.03087481e+00, 1.20060967e+00, 1.27201328e+00, 1.36162935e+00, 1.44756678e+00, 1.53149847e+00, 1.48976371e+00, 1.59383183e+00, 1.62068916e+00, 1.63951742e+00, 1.50054577e+00, 1.58732326e+00, 1.59727258e+00, 1.60040304e+00, 1.48661276e+00, 1.55780683e+00, 1.55942161e+00, 1.55721045e+00, 1.46524075e+00, 1.51474948e+00, 1.51373124e+00, 1.51820939e+00, 1.33664619e+00, 1.39896886e+00, 1.50359920e+00, 1.61010120e+00, 1.71089947e+00, 1.66896808e+00, 1.80657982e+00, 1.83613596e+00, 1.84787867e+00, 1.68731414e+00, 1.79727068e+00, 1.80677831e+00, 1.79939450e+00, 1.66458069e+00, 1.74878824e+00, 1.74475312e+00, 1.73101650e+00, 1.62001011e+00, 1.68301239e+00, 1.68016133e+00, 1.67137502e+00, 1.00000000e-09, 1.85029978e-01, 6.19248000e-01, 7.03050558e-01, 1.75646450e-01, 5.44235904e-01, 6.50877893e-01, 1.09117114e+00, 1.11728498e+00, 1.14748641e+00, 1.18866237e+00, 1.23594361e+00, 1.18641947e+00, 1.26764022e+00, 1.32525317e+00, 1.38685002e+00, 1.26395150e+00, 1.35033661e+00, 1.39207535e+00, 1.42608879e+00, 1.34876036e+00, 1.43823018e+00, 1.45561989e+00, 1.47191535e+00, 1.43581331e+00, 1.49487696e+00, 1.49660077e+00, 1.52114195e+00, 1.11707360e+00, 1.12800405e+00, 1.15627454e+00, 1.19445103e+00, 1.26172596e+00, 1.21221330e+00, 1.29930050e+00, 1.33494815e+00, 1.36807089e+00, 1.27666516e+00, 1.36428756e+00, 1.38710129e+00, 1.40355525e+00, 1.32994896e+00, 1.41117447e+00, 1.42606820e+00, 1.42707226e+00, 1.37706426e+00, 1.44888593e+00, 1.45229674e+00, 1.46827511e+00]) } SPEAKERS_CONFIG['Bill_Gates'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.65901123, -2.62040504, -1.67567383, 1.5779478 , 2.27677556, 1.42385704, 1.3170184 , 1.19879 , 0.96268522, 0.74065908, 0.55666252, 1.04719535, 0.76037056, 0.56424102, 0.40574464, 1.05062748, 0.68746701, 0.47590087, 0.32751844, 1.0213114 , 0.67258543, 0.48671625, 0.34948249, 0.98083327, 0.70350887, 0.56702056, 0.45242877, -1.58726746, -1.4728882 , -1.27845931, -1.12835936, -1.00697183, -1.39988316, -1.20836639, -1.05706819, -0.94011508, -1.45365837, -1.22129736, -1.05546607, -0.94138093, -1.47802005, -1.25897673, -1.10377321, -0.99176046, -1.47791562, -1.31199306, -1.20487043, -1.10330991, 0. , 0.63376724, 2.9768444 , 1.9201872 , 0.61075744, 3.05337817, 2.37583868, 2.2788781 , 2.00000366, 1.82876588, 1.79312354, 1.76777677, 1.91960979, 1.8979598 , 1.89223526, 1.90009094, 2.13137775, 2.10057917, 2.06954037, 2.04540326, 2.30330089, 2.26177726, 2.21134076, 2.16438097, 2.44113155, 2.39222672, 2.34630512, 2.29878913, 1.73476003, 1.51328262, 1.33038028, 1.19058549, 1.09880832, 1.16350011, 1.04367205, 1.04802128, 1.07784193, 1.2713513 , 1.16845977, 1.19792404, 1.23544504, 1.41444819, 1.33930394, 1.36110806, 1.38602307, 1.57745357, 1.53407041, 1.53709354, 1.53643241]), 'std': np.array([1.00000000e-09, 2.54368567e-01, 5.83332917e-01, 1.15142710e+00, 1.97158141e-01, 3.77624570e-01, 6.40216173e-01, 7.58684416e-01, 8.50109244e-01, 9.21852221e-01, 9.86584956e-01, 1.03646303e+00, 1.03406142e+00, 1.10359513e+00, 1.13120303e+00, 1.15306422e+00, 1.04380541e+00, 1.10986972e+00, 1.12975535e+00, 1.14217362e+00, 1.03486066e+00, 1.09802824e+00, 1.10983464e+00, 1.11674439e+00, 1.01764547e+00, 1.06938455e+00, 1.07777407e+00, 1.08700549e+00, 1.24625350e+00, 1.29106444e+00, 1.40470767e+00, 1.53967733e+00, 1.66036111e+00, 1.50520367e+00, 1.64354779e+00, 1.72179679e+00, 1.78148170e+00, 1.53200939e+00, 1.66855278e+00, 1.74710506e+00, 1.80164873e+00, 1.53887342e+00, 1.65943740e+00, 1.73015571e+00, 1.78040136e+00, 1.54134692e+00, 1.63370080e+00, 1.68624933e+00, 1.73739507e+00, 1.00000000e-09, 1.41867468e-01, 6.74737065e-01, 9.09216435e-01, 1.30571354e-01, 3.34107582e-01, 5.16529942e-01, 6.46399789e-01, 7.09281247e-01, 7.69013323e-01, 8.34192038e-01, 8.79042370e-01, 8.23650557e-01, 9.05584322e-01, 9.40793735e-01, 9.63994407e-01, 8.55480876e-01, 9.36165947e-01, 9.55800937e-01, 9.62736167e-01, 8.65513890e-01, 9.47473627e-01, 9.59739778e-01, 9.59384063e-01, 8.71633274e-01, 9.32182625e-01, 9.48551686e-01, 9.55036059e-01, 1.14048164e+00, 1.15221438e+00, 1.18467852e+00, 1.19077197e+00, 1.23125204e+00, 1.19134360e+00, 1.24101455e+00, 1.27935240e+00, 1.32779115e+00, 1.22295546e+00, 1.27777633e+00, 1.31858545e+00, 1.35349085e+00, 1.25384595e+00, 1.30098491e+00, 1.33062427e+00, 1.34747032e+00, 1.28365129e+00, 1.32616956e+00, 1.33520423e+00, 1.34267033e+00]) } SPEAKERS_CONFIG['Christina_Wallace'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.4270045 , -1.92638165, -1.54798809, 1.47699254, 1.90600553, 1.51393449, 1.36865848, 1.27669665, 1.16583805, 1.08766372, 1.03883452, 1.30709821, 1.13669758, 0.97883178, 0.83445061, 1.29967894, 1.06185055, 0.8753138 , 0.71678297, 1.25859363, 1.02610507, 0.85781108, 0.71904575, 1.20389917, 1.02209034, 0.89906534, 0.7949335 , -1.52016294, -1.44237293, -1.31756207, -1.21881972, -1.14342114, -1.44205991, -1.30853941, -1.20292522, -1.11382424, -1.46689069, -1.30332438, -1.19207267, -1.1068739 , -1.46969676, -1.31106321, -1.21296044, -1.1395027 , -1.45676802, -1.32510608, -1.25315889, -1.2049942 , 0. , 0.80477358, 3.1520563 , 2.65176425, 0.6842569 , 2.96016206, 2.92202314, 2.76900744, 2.49262877, 2.30488874, 2.22522464, 2.157103 , 2.40696086, 2.36739691, 2.35786848, 2.35455045, 2.58498435, 2.54525383, 2.52320048, 2.50268181, 2.74161117, 2.70101106, 2.66125496, 2.62429763, 2.87051536, 2.83655962, 2.79596374, 2.75763666, 2.45200628, 2.15476683, 1.92561859, 1.80779182, 1.71216641, 1.89485111, 1.80403182, 1.78664954, 1.78645247, 2.05067525, 1.96392261, 1.94261299, 1.92343288, 2.20805317, 2.14009071, 2.11155272, 2.08524038, 2.36703949, 2.32318318, 2.29717179, 2.25810948]), 'std': np.array([1.00000000e-09, 3.15892363e-01, 5.27419215e-01, 8.60761116e-01, 3.33738621e-01, 5.11970534e-01, 8.57437195e-01, 1.09036769e+00, 1.23041182e+00, 1.31049909e+00, 1.39528031e+00, 1.46771086e+00, 1.46831417e+00, 1.53102854e+00, 1.52621133e+00, 1.51389910e+00, 1.47988804e+00, 1.51637656e+00, 1.49585122e+00, 1.46897428e+00, 1.44751216e+00, 1.47397165e+00, 1.44958831e+00, 1.43128788e+00, 1.39493292e+00, 1.41321046e+00, 1.39802501e+00, 1.39100324e+00, 9.51229709e-01, 1.01169750e+00, 1.09201916e+00, 1.16875331e+00, 1.24810391e+00, 1.20803181e+00, 1.30662112e+00, 1.33877434e+00, 1.36455059e+00, 1.21241944e+00, 1.30243857e+00, 1.33020706e+00, 1.35661141e+00, 1.19779165e+00, 1.27055697e+00, 1.29153018e+00, 1.30931299e+00, 1.17334091e+00, 1.23426890e+00, 1.24387600e+00, 1.26221962e+00, 1.00000000e-09, 1.83972226e-01, 6.54627835e-01, 8.42258433e-01, 1.60072830e-01, 5.65656929e-01, 7.28566891e-01, 1.06977669e+00, 1.20146446e+00, 1.23194815e+00, 1.25501319e+00, 1.25392834e+00, 1.28325650e+00, 1.31368782e+00, 1.33579219e+00, 1.34915712e+00, 1.34450905e+00, 1.37450866e+00, 1.38547012e+00, 1.38486337e+00, 1.37526730e+00, 1.40363948e+00, 1.40120156e+00, 1.40164597e+00, 1.38798591e+00, 1.40940050e+00, 1.40540798e+00, 1.40472439e+00, 1.12791412e+00, 1.21940263e+00, 1.26500979e+00, 1.28566902e+00, 1.34443802e+00, 1.32931399e+00, 1.36867346e+00, 1.41149110e+00, 1.45194651e+00, 1.36288876e+00, 1.42833085e+00, 1.47681322e+00, 1.52678291e+00, 1.38814975e+00, 1.44718508e+00, 1.48900934e+00, 1.51451143e+00, 1.39038701e+00, 1.43982392e+00, 1.45530627e+00, 1.49761704e+00]) } SPEAKERS_CONFIG['Enric_Sala'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.35818404, -1.99522808, -1.51621112, 1.29967358, 1.80377432, 1.41801134, 1.37077015, 1.2707847 , 1.1519362 , 1.04618594, 0.94584526, 1.28510573, 1.14571809, 1.02793932, 0.92025301, 1.31806471, 1.13281933, 1.00019173, 0.89648685, 1.31747197, 1.13369087, 1.01495231, 0.93043523, 1.30041234, 1.15315992, 1.06669468, 0.99273335, -1.47316361, -1.37781129, -1.26004572, -1.15626102, -1.07273451, -1.39947422, -1.25269704, -1.14463695, -1.05566838, -1.43779378, -1.24520699, -1.13505081, -1.05098459, -1.44144737, -1.2570889 , -1.16052068, -1.09125391, -1.43564641, -1.28842017, -1.21656355, -1.1573583 , 0. , 0.61463935, 2.60566422, 3.13376125, 0.64517708, 2.65426302, 3.2518751 , 3.30187523, 3.19037572, 3.15678588, 3.21427094, 3.27446716, 3.31614183, 3.42560433, 3.46519365, 3.47871403, 3.48251426, 3.5871208 , 3.59425829, 3.58099856, 3.60778525, 3.68265183, 3.66713227, 3.6433546 , 3.70535138, 3.74814899, 3.73393347, 3.70972399, 3.18611283, 3.05145905, 2.99792959, 3.03806888, 3.09556377, 3.14632478, 3.24808558, 3.27730973, 3.29154081, 3.30214787, 3.39943918, 3.40355177, 3.39618276, 3.42181796, 3.50056104, 3.48921923, 3.4705326 , 3.51933868, 3.57344501, 3.56552845, 3.54484765]), 'std': np.array([1.00000000e-09, 2.47454420e-01, 5.03401057e-01, 1.20887959e+00, 3.00871872e-01, 5.01953618e-01, 1.00320887e+00, 1.13565304e+00, 1.25386670e+00, 1.41329585e+00, 1.55548797e+00, 1.68754894e+00, 1.50087593e+00, 1.66182898e+00, 1.73326397e+00, 1.79422987e+00, 1.47607994e+00, 1.62708113e+00, 1.68715100e+00, 1.73150286e+00, 1.43156163e+00, 1.56552454e+00, 1.61634250e+00, 1.64912641e+00, 1.38068864e+00, 1.48929794e+00, 1.52723414e+00, 1.55752142e+00, 1.31074931e+00, 1.41083647e+00, 1.53916860e+00, 1.66531759e+00, 1.77132544e+00, 1.63693787e+00, 1.77349398e+00, 1.81035470e+00, 1.83711038e+00, 1.61840768e+00, 1.74140249e+00, 1.75696546e+00, 1.76840213e+00, 1.57872715e+00, 1.68651331e+00, 1.69424962e+00, 1.69612079e+00, 1.52972393e+00, 1.61435700e+00, 1.62203628e+00, 1.62810229e+00, 1.00000000e-09, 1.13093005e-01, 4.87157598e-01, 8.85808758e-01, 1.12909219e-01, 4.46723082e-01, 7.46145049e-01, 9.09121445e-01, 9.22220204e-01, 9.65918942e-01, 1.01564210e+00, 1.06492639e+00, 1.03327246e+00, 1.10921566e+00, 1.15769432e+00, 1.20875200e+00, 1.06174779e+00, 1.14117939e+00, 1.18829758e+00, 1.22048378e+00, 1.07145947e+00, 1.16131801e+00, 1.21777935e+00, 1.24044224e+00, 1.07538777e+00, 1.16143573e+00, 1.21099780e+00, 1.24304848e+00, 1.03808473e+00, 1.06470920e+00, 1.11524177e+00, 1.18451450e+00, 1.25379623e+00, 1.21344021e+00, 1.28953693e+00, 1.30931911e+00, 1.31329498e+00, 1.23072566e+00, 1.29495064e+00, 1.30268243e+00, 1.29624343e+00, 1.23177526e+00, 1.29026257e+00, 1.28765506e+00, 1.28100897e+00, 1.22373237e+00, 1.26962411e+00, 1.27057886e+00, 1.26748468e+00]) } SPEAKERS_CONFIG['GabeBarcia_Colombo'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.84495687, -2.69811904, -1.68580485, 1.71445981, 2.54691899, 1.94953072, 1.8616302 , 1.7447443 , 1.58822019, 1.43564604, 1.30988838, 1.68882468, 1.36734826, 1.19536413, 1.06951097, 1.66675671, 1.2773567 , 1.10034357, 0.97928662, 1.64189969, 1.24680075, 1.08185443, 0.99469991, 1.6248793 , 1.29935872, 1.14806931, 1.06077605, -1.61581423, -1.514775 , -1.36913424, -1.20935257, -1.0847552 , -1.49382951, -1.27910079, -1.14929049, -1.04834415, -1.5288084 , -1.28098417, -1.14810588, -1.05630366, -1.56309994, -1.31391729, -1.19683654, -1.11319707, -1.58372119, -1.38532164, -1.29225921, -1.2318247 , 0. , 0.74351202, 3.14052412, 3.61160746, 0.61762302, 2.94543759, 3.21793606, 3.17623992, 2.96471007, 2.79140821, 2.70632029, 2.62646841, 3.01170032, 2.85379343, 2.79241089, 2.75216528, 3.12300778, 2.93599049, 2.8702409 , 2.83110624, 3.24093329, 3.03220637, 2.95394198, 2.93976633, 3.35662444, 3.16495979, 3.06929703, 3.03455172, 3.41829076, 2.75711668, 2.41390421, 2.37783849, 2.39171412, 2.31918492, 2.32707244, 2.35760768, 2.39847052, 2.49001349, 2.48501887, 2.51587391, 2.55217904, 2.59721794, 2.61692203, 2.6357909 , 2.67657661, 2.7425024 , 2.72646607, 2.7344342 , 2.73467115]), 'std': np.array([1.00000000e-09, 3.03040898e-01, 5.54888698e-01, 1.00838241e+00, 3.22603886e-01, 5.75065145e-01, 9.59593245e-01, 1.11490148e+00, 1.22495861e+00, 1.41551243e+00, 1.64280434e+00, 1.84093348e+00, 1.54192654e+00, 1.84348246e+00, 1.95372614e+00, 2.01973030e+00, 1.57775407e+00, 1.86733175e+00, 1.92488323e+00, 1.94238880e+00, 1.54047720e+00, 1.83068057e+00, 1.87313393e+00, 1.84125575e+00, 1.46840841e+00, 1.70662975e+00, 1.77005827e+00, 1.76827824e+00, 1.13617677e+00, 1.30927152e+00, 1.48452586e+00, 1.61979114e+00, 1.72672499e+00, 1.66721720e+00, 1.81271658e+00, 1.84822928e+00, 1.85363651e+00, 1.67998462e+00, 1.79811887e+00, 1.79525071e+00, 1.76980691e+00, 1.64527248e+00, 1.74581916e+00, 1.72946955e+00, 1.70111804e+00, 1.58430135e+00, 1.67423017e+00, 1.66383068e+00, 1.64902373e+00, 1.00000000e-09, 1.60586711e-01, 5.01050133e-01, 1.22083058e+00, 2.01485606e-01, 5.51927431e-01, 1.18514090e+00, 1.35051642e+00, 1.44829275e+00, 1.52843740e+00, 1.68899924e+00, 1.83329746e+00, 1.58603913e+00, 1.88069329e+00, 2.02450631e+00, 2.11225959e+00, 1.64348597e+00, 2.01159682e+00, 2.10641999e+00, 2.13700315e+00, 1.63811824e+00, 2.03930706e+00, 2.12789487e+00, 2.10143109e+00, 1.59571843e+00, 1.92730945e+00, 2.05113707e+00, 2.06904590e+00, 1.49594690e+00, 1.97519757e+00, 2.34286029e+00, 2.49726379e+00, 2.60969731e+00, 2.68042942e+00, 2.86134905e+00, 2.89788702e+00, 2.89090070e+00, 2.73998856e+00, 2.92547569e+00, 2.92390909e+00, 2.88795446e+00, 2.79916681e+00, 2.92640858e+00, 2.90701012e+00, 2.83642308e+00, 2.75932873e+00, 2.89695251e+00, 2.88276608e+00, 2.85808018e+00]) } SPEAKERS_CONFIG['Keller_Rinaudo'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.78738992, -2.52147346, -1.93147501, 1.7345912 , 2.28126498, 1.80134684, 1.74950939, 1.70865035, 1.64598065, 1.59876342, 1.56364775, 1.64049298, 1.44702273, 1.29737506, 1.15978579, 1.60573273, 1.3513232 , 1.17343081, 1.0309139 , 1.54647142, 1.29477194, 1.12975028, 0.99637595, 1.47658534, 1.27125765, 1.14344831, 1.02926293, -1.89615414, -1.85618838, -1.7557093 , -1.65046768, -1.5609413 , -1.90192044, -1.73017835, -1.56669773, -1.42028344, -1.885858 , -1.64412137, -1.45635819, -1.30234121, -1.82820541, -1.58951764, -1.41692479, -1.27332804, -1.75709109, -1.55786215, -1.42217143, -1.30984509, 0. , 0.74594772, 3.4710353 , 3.62595917, 0.86981054, 3.71350345, 3.57781239, 3.53919815, 3.2447969 , 3.00514423, 2.88083382, 2.76486544, 3.20482203, 3.17108081, 3.15224654, 3.13849198, 3.42064124, 3.38753665, 3.35724291, 3.3207806 , 3.59082033, 3.55998269, 3.52200485, 3.47627073, 3.72510632, 3.70366315, 3.677839 , 3.64453334, 3.5995842 , 3.33920424, 3.14636835, 3.06954596, 3.01363391, 3.35671406, 3.35289845, 3.32710375, 3.2980236 , 3.58684019, 3.56762257, 3.51312514, 3.45327324, 3.75518034, 3.72820413, 3.66560378, 3.60659574, 3.88239346, 3.85662784, 3.81101137, 3.75610839]), 'std': np.array([1.00000000e-09, 3.00803024e-01, 5.95395929e-01, 1.24007866e+00, 3.55361426e-01, 6.57735124e-01, 1.09734760e+00, 1.23416447e+00, 1.32174657e+00, 1.44978389e+00, 1.58884179e+00, 1.72281572e+00, 1.61785405e+00, 1.80790148e+00, 1.90028709e+00, 1.98271841e+00, 1.64021436e+00, 1.81500580e+00, 1.89275859e+00, 1.96006245e+00, 1.63051994e+00, 1.78339469e+00, 1.83989325e+00, 1.89482212e+00, 1.60499391e+00, 1.72208982e+00, 1.76085781e+00, 1.79964821e+00, 1.33217873e+00, 1.42696386e+00, 1.56515476e+00, 1.72033356e+00, 1.85993785e+00, 1.73046674e+00, 1.91366543e+00, 1.96581268e+00, 1.99654040e+00, 1.73212774e+00, 1.89253094e+00, 1.92691167e+00, 1.95335719e+00, 1.69667588e+00, 1.83129231e+00, 1.85534601e+00, 1.87732654e+00, 1.64770601e+00, 1.74669774e+00, 1.76613183e+00, 1.78500658e+00, 1.00000000e-09, 1.99940812e-01, 4.61767005e-01, 8.86016683e-01, 1.78029993e-01, 4.46492749e-01, 8.34407226e-01, 9.68574599e-01, 1.04408871e+00, 1.11846635e+00, 1.19657357e+00, 1.27295590e+00, 1.23160439e+00, 1.33707309e+00, 1.38255663e+00, 1.42277279e+00, 1.26791466e+00, 1.36124994e+00, 1.39390257e+00, 1.42477071e+00, 1.28538613e+00, 1.37880952e+00, 1.39610214e+00, 1.41331194e+00, 1.28955077e+00, 1.36759402e+00, 1.38333730e+00, 1.40136053e+00, 1.09128797e+00, 1.17685705e+00, 1.23353951e+00, 1.30591386e+00, 1.38113247e+00, 1.30241085e+00, 1.41565837e+00, 1.44668198e+00, 1.46415263e+00, 1.32942308e+00, 1.43587619e+00, 1.45757280e+00, 1.47607923e+00, 1.33333896e+00, 1.44767063e+00, 1.45959983e+00, 1.44564938e+00, 1.32247867e+00, 1.43168819e+00, 1.43918479e+00, 1.44440415e+00]) } SPEAKERS_CONFIG['Kelly_Richmond_Pope'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.48920134, -2.04893888, -0.95811192, 1.53300051, 2.24192387, 1.50126426, 1.452441 , 1.40995624, 1.32044366, 1.21032949, 1.12295017, 1.36272458, 1.20827239, 1.10143403, 1.01569953, 1.35161153, 1.15768619, 1.03055541, 0.93638324, 1.32506645, 1.13612809, 1.01059573, 0.91763815, 1.29039457, 1.13856614, 1.04259999, 0.95911214, -0.87217257, -0.79400782, -0.61366814, -0.41359908, -0.26693407, -0.69234072, -0.45127755, -0.30424043, -0.18361645, -0.68727446, -0.40878744, -0.26196051, -0.12778578, -0.67384948, -0.4121739 , -0.28130532, -0.16207837, -0.65321919, -0.44440213, -0.34437091, -0.26847412, 0. , 0.67350852, 3.3491127 , 2.50428321, 0.6538276 , 3.24886128, 2.3682413 , 2.25934672, 2.02525658, 1.80509312, 1.67796826, 1.57840341, 1.84773248, 1.74631718, 1.69360846, 1.66369471, 1.99722079, 1.90388072, 1.85660309, 1.81572471, 2.13883096, 2.0685992 , 2.0233066 , 1.97585357, 2.27204943, 2.22339606, 2.19150311, 2.15926461, 2.37668845, 2.13731186, 1.94049134, 1.86580005, 1.8473729 , 1.93791764, 1.90136516, 1.91613481, 1.92907644, 2.11309842, 2.09415798, 2.10249546, 2.10249497, 2.28015051, 2.27229193, 2.26712395, 2.25328978, 2.43768441, 2.42824371, 2.4197904 , 2.40696451]), 'std': np.array([1.00000000e-09, 2.53923399e-01, 3.90349116e-01, 8.86542199e-01, 2.64533865e-01, 4.67456184e-01, 9.57308502e-01, 1.05762501e+00, 1.08304933e+00, 1.17116325e+00, 1.29735782e+00, 1.40475584e+00, 1.33563237e+00, 1.49510416e+00, 1.58435843e+00, 1.64858495e+00, 1.38879380e+00, 1.53750448e+00, 1.61926354e+00, 1.68104516e+00, 1.41067178e+00, 1.53666612e+00, 1.60155752e+00, 1.65738377e+00, 1.41558444e+00, 1.51120789e+00, 1.55193307e+00, 1.59553769e+00, 9.57186781e-01, 1.01433076e+00, 1.10980873e+00, 1.21412544e+00, 1.29085191e+00, 1.23113801e+00, 1.33107644e+00, 1.35769798e+00, 1.37313639e+00, 1.22772994e+00, 1.31015772e+00, 1.32479179e+00, 1.33650539e+00, 1.19986054e+00, 1.26647044e+00, 1.27027957e+00, 1.28295690e+00, 1.16675008e+00, 1.20854985e+00, 1.20908509e+00, 1.21409621e+00, 1.00000000e-09, 1.43384782e-01, 4.33339156e-01, 5.33316834e-01, 1.48132557e-01, 4.46659827e-01, 6.40434285e-01, 7.78412924e-01, 7.81349440e-01, 8.14052593e-01, 8.63403730e-01, 9.31923445e-01, 9.20377208e-01, 9.99067650e-01, 1.03005370e+00, 1.07615607e+00, 9.47913515e-01, 1.02064282e+00, 1.05034200e+00, 1.08621213e+00, 9.60807105e-01, 1.02294155e+00, 1.04839428e+00, 1.07767468e+00, 9.69767078e-01, 1.01846695e+00, 1.03706538e+00, 1.05214278e+00, 7.34361389e-01, 7.61960806e-01, 8.32154190e-01, 8.76982362e-01, 9.27080655e-01, 8.46693571e-01, 9.00331500e-01, 9.29004850e-01, 9.57198495e-01, 8.52791373e-01, 9.12588534e-01, 9.28051883e-01, 9.55032351e-01, 8.59636232e-01, 9.15094378e-01, 9.23725282e-01, 9.33535195e-01, 8.60888967e-01, 9.10895457e-01, 9.13422374e-01, 9.16148590e-01]) } SPEAKERS_CONFIG['Laurel_Braitman'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.26868863, -1.87098366, -1.01995915, 1.230246 , 1.60567757, 1.45242051, 1.23634666, 1.16628013, 1.1057192 , 1.07131581, 1.05656517, 1.20836373, 1.09665823, 0.9902999 , 0.90071179, 1.20313211, 1.04215165, 0.92025741, 0.8300174 , 1.16211425, 1.00103395, 0.89293162, 0.8055235 , 1.10862517, 0.97934472, 0.89707228, 0.82220811, -0.94882764, -0.86471772, -0.72952711, -0.60066635, -0.48841124, -0.76140571, -0.5753176 , -0.47160224, -0.39194415, -0.7628756 , -0.54260269, -0.44328739, -0.37462327, -0.75913291, -0.55397894, -0.47474268, -0.41818146, -0.75292986, -0.59082045, -0.53717163, -0.49239772, 0. , 0.58733535, 2.83305761, 2.79689939, 0.6442057 , 2.94243467, 2.98168055, 2.67673856, 2.43593169, 2.25937488, 2.17248602, 2.09747913, 2.38516201, 2.3484576 , 2.31316694, 2.29628302, 2.52705886, 2.4891615 , 2.4510063 , 2.4289973 , 2.63961436, 2.6013599 , 2.56102321, 2.52856099, 2.7281941 , 2.70113829, 2.6678961 , 2.63724203, 2.71331603, 2.48670563, 2.32928079, 2.27551938, 2.22813743, 2.41694582, 2.4097357 , 2.40269522, 2.40198668, 2.59073198, 2.58847824, 2.56716072, 2.55636086, 2.72991609, 2.72422104, 2.68881188, 2.66177392, 2.85225476, 2.83451976, 2.80707064, 2.77812353]), 'std': np.array([1.00000000e-09, 3.36207485e-01, 5.65952623e-01, 1.09601006e+00, 3.60507252e-01, 5.53363660e-01, 8.71330284e-01, 1.33924323e+00, 1.44572371e+00, 1.54197319e+00, 1.63208459e+00, 1.71566427e+00, 1.64561863e+00, 1.75387708e+00, 1.80758940e+00, 1.84653336e+00, 1.67346574e+00, 1.77167339e+00, 1.80851089e+00, 1.82561550e+00, 1.67726643e+00, 1.76190819e+00, 1.78139931e+00, 1.79185364e+00, 1.66774100e+00, 1.72982745e+00, 1.74159894e+00, 1.74778621e+00, 1.21998417e+00, 1.30897581e+00, 1.43805233e+00, 1.58257482e+00, 1.71347226e+00, 1.59926923e+00, 1.74417587e+00, 1.76421543e+00, 1.76709188e+00, 1.60155239e+00, 1.71146535e+00, 1.70132364e+00, 1.68349095e+00, 1.57224090e+00, 1.65104565e+00, 1.63127111e+00, 1.61659914e+00, 1.52619759e+00, 1.58085971e+00, 1.56229479e+00, 1.55421028e+00, 1.00000000e-09, 1.46427209e-01, 3.93662281e-01, 6.07065617e-01, 1.40398330e-01, 4.15765168e-01, 8.21108252e-01, 1.49612292e+00, 1.57773251e+00, 1.62226852e+00, 1.66815451e+00, 1.71084934e+00, 1.64497118e+00, 1.72792269e+00, 1.79774214e+00, 1.84316768e+00, 1.70014648e+00, 1.78365470e+00, 1.85094675e+00, 1.87586549e+00, 1.74789087e+00, 1.84158057e+00, 1.87892728e+00, 1.89528924e+00, 1.78775845e+00, 1.85496164e+00, 1.88014832e+00, 1.89393290e+00, 9.61556295e-01, 1.02146958e+00, 1.03281056e+00, 1.07426619e+00, 1.12808412e+00, 1.10425374e+00, 1.19528669e+00, 1.24159298e+00, 1.25975681e+00, 1.14086979e+00, 1.23393208e+00, 1.26579025e+00, 1.26930605e+00, 1.18156855e+00, 1.26150247e+00, 1.28309710e+00, 1.27165891e+00, 1.20423411e+00, 1.28015288e+00, 1.29460707e+00, 1.29846411e+00]) } SPEAKERS_CONFIG['FeiFei_Li'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.32922645, -1.85814849, -1.08771012, 1.31875965, 1.85768118, 1.29200868, 1.22904343, 1.20470005, 1.13733549, 1.04021281, 0.95618545, 1.08070787, 0.9127705 , 0.81111326, 0.72210966, 1.03326398, 0.84261813, 0.72898407, 0.64112826, 0.9885785 , 0.80918202, 0.70531016, 0.62213903, 0.9532218 , 0.80309979, 0.72434084, 0.65517283, -1.0211285 , -1.00481072, -0.91805299, -0.7853383 , -0.65963172, -0.93565827, -0.74934263, -0.61536215, -0.51357046, -0.88191073, -0.65044258, -0.51759307, -0.41819717, -0.81539671, -0.60156789, -0.48974676, -0.4037503 , -0.75825194, -0.58648166, -0.49967798, -0.43140236, 0. , 0.61523094, 2.99101973, 2.82795483, 0.60267024, 2.94560678, 2.74179787, 2.70832957, 2.48603879, 2.29970555, 2.20981195, 2.1420304 , 2.45159169, 2.40626175, 2.36825043, 2.33335382, 2.61385036, 2.56056323, 2.50423411, 2.44792169, 2.73575519, 2.68339696, 2.62064784, 2.55983791, 2.83030044, 2.78722326, 2.73925705, 2.69403961, 2.79279904, 2.57665918, 2.3895283 , 2.31054748, 2.26792986, 2.58411972, 2.52509296, 2.45802689, 2.40038508, 2.75640485, 2.67235726, 2.57642929, 2.49189751, 2.87460685, 2.79051299, 2.69637763, 2.61361412, 2.95931518, 2.89017918, 2.82079246, 2.75081641]), 'std': np.array([1.00000000e-09, 4.01270237e-01, 6.61906050e-01, 8.67357396e-01, 3.03886422e-01, 4.93930744e-01, 1.00315836e+00, 1.08994935e+00, 1.15358595e+00, 1.24476238e+00, 1.34774675e+00, 1.44224902e+00, 1.39750397e+00, 1.52809400e+00, 1.57175281e+00, 1.60226655e+00, 1.40374661e+00, 1.51618595e+00, 1.54362715e+00, 1.55882622e+00, 1.37685150e+00, 1.46544658e+00, 1.47670399e+00, 1.48185369e+00, 1.33674645e+00, 1.40200064e+00, 1.40459527e+00, 1.40535630e+00, 9.48128665e-01, 1.00615584e+00, 1.08558650e+00, 1.17923007e+00, 1.26695933e+00, 1.24538786e+00, 1.37805274e+00, 1.40899941e+00, 1.41940145e+00, 1.24818458e+00, 1.35478648e+00, 1.37026815e+00, 1.37491440e+00, 1.22248680e+00, 1.30768321e+00, 1.31584247e+00, 1.32338228e+00, 1.18181831e+00, 1.24531856e+00, 1.25399418e+00, 1.26433002e+00, 1.00000000e-09, 1.10433605e-01, 5.04997533e-01, 7.33180740e-01, 1.37702062e-01, 4.71276884e-01, 6.89300725e-01, 7.92184413e-01, 8.04213970e-01, 8.34114798e-01, 8.79516872e-01, 9.32751580e-01, 9.42807610e-01, 1.01749133e+00, 1.03730247e+00, 1.05578894e+00, 9.73649737e-01, 1.03839012e+00, 1.04586362e+00, 1.05041444e+00, 9.81489248e-01, 1.03739286e+00, 1.03896862e+00, 1.04136529e+00, 9.75381561e-01, 1.01787587e+00, 1.01801296e+00, 1.01824082e+00, 8.63257643e-01, 8.69766294e-01, 8.91727664e-01, 9.36124853e-01, 9.95056827e-01, 9.86869017e-01, 1.05790103e+00, 1.06921752e+00, 1.07701399e+00, 1.01192141e+00, 1.07526567e+00, 1.07471000e+00, 1.07149221e+00, 1.01778730e+00, 1.07193667e+00, 1.06738504e+00, 1.06095046e+00, 1.01741729e+00, 1.05838525e+00, 1.05548662e+00, 1.05223751e+00]) } SPEAKERS_CONFIG['Stacy_Smith_no_good'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.28912846, -1.82666229, -1.35234695, 1.23076528, 1.77778629, 1.46766701, 1.2864184 , 1.16931298, 1.03653975, 0.93779213, 0.85664462, 1.1496161 , 0.99602766, 0.87014513, 0.76366205, 1.17915496, 0.99367346, 0.84317816, 0.72764322, 1.17152378, 0.99716021, 0.85468635, 0.74959164, 1.15385648, 0.9993751 , 0.90511679, 0.81964507, -1.47832537, -1.38889348, -1.26019428, -1.14480445, -1.05120991, -1.36250422, -1.20209989, -1.09052991, -0.99777226, -1.39280199, -1.19262039, -1.08192402, -0.99773317, -1.39784506, -1.20799554, -1.11034083, -1.03707921, -1.39170543, -1.24008711, -1.16296191, -1.10167654, 0. , 0.61929535, 2.72414904, 2.47944463, 0.5863552 , 2.7016951 , 2.75339457, 2.41096758, 2.20635027, 2.05928953, 2.04628715, 2.01123381, 2.16740804, 2.20001709, 2.21225638, 2.22729995, 2.31252076, 2.3862505 , 2.37268093, 2.38261426, 2.43845144, 2.49573994, 2.47743702, 2.45915275, 2.52378712, 2.56074717, 2.56927303, 2.56214156, 2.11320469, 1.9121716 , 1.7689074 , 1.74395265, 1.73559125, 1.83924951, 1.85552279, 1.87943692, 1.89891177, 1.99870556, 2.02764915, 2.03559116, 2.03329632, 2.13951958, 2.16618261, 2.15927578, 2.14845359, 2.2632546 , 2.27707884, 2.26971367, 2.25506023]), 'std': np.array([1.00000000e-09, 8.92823700e-01, 1.10002413e+00, 1.25177429e+00, 8.67292927e-01, 1.19831099e+00, 1.24394302e+00, 1.54490497e+00, 1.58548243e+00, 1.63609205e+00, 1.68833646e+00, 1.73873945e+00, 1.74329229e+00, 1.80779239e+00, 1.84333634e+00, 1.86225693e+00, 1.76127359e+00, 1.78418224e+00, 1.81400435e+00, 1.83209982e+00, 1.76080909e+00, 1.76318761e+00, 1.79387041e+00, 1.80816269e+00, 1.75039940e+00, 1.77014976e+00, 1.76389817e+00, 1.76620365e+00, 1.25364787e+00, 1.31967154e+00, 1.42704749e+00, 1.54403416e+00, 1.64492832e+00, 1.55475606e+00, 1.70313704e+00, 1.75592604e+00, 1.79449466e+00, 1.56272222e+00, 1.69054730e+00, 1.72806532e+00, 1.75556244e+00, 1.54003812e+00, 1.64737428e+00, 1.67175392e+00, 1.69299364e+00, 1.50712116e+00, 1.58714538e+00, 1.60323988e+00, 1.61936470e+00, 1.00000000e-09, 2.10650255e-01, 5.80080474e-01, 8.71761322e-01, 2.08856441e-01, 5.51268298e-01, 9.19000830e-01, 1.74667232e+00, 1.79278955e+00, 1.89100094e+00, 1.89618453e+00, 1.96661885e+00, 1.87435677e+00, 1.92546311e+00, 1.99802652e+00, 2.04679046e+00, 1.93376470e+00, 1.89509466e+00, 2.01419452e+00, 2.04884810e+00, 1.97020168e+00, 1.96831543e+00, 2.06804319e+00, 2.14399675e+00, 2.07640471e+00, 2.09425503e+00, 2.09651364e+00, 2.12507376e+00, 1.93803292e+00, 1.92517322e+00, 1.94642894e+00, 1.96688456e+00, 2.00492763e+00, 1.97795985e+00, 2.03396255e+00, 2.05612630e+00, 2.07518205e+00, 2.03102159e+00, 2.07296839e+00, 2.09946614e+00, 2.12195313e+00, 2.06436884e+00, 2.10324549e+00, 2.12321785e+00, 2.13830186e+00, 2.09191381e+00, 2.12934365e+00, 2.13460452e+00, 2.14289938e+00]) } SPEAKERS_CONFIG['Sara_DeWitt'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.37184282, -1.8510818 , -1.54915377, 1.38336419, 1.82950771, 1.55901071, 1.48288919, 1.45420276, 1.4138943 , 1.37400342, 1.34755763, 1.49987204, 1.38169897, 1.27917511, 1.19474766, 1.47641123, 1.31217632, 1.189728 , 1.09872595, 1.42046492, 1.26240205, 1.15318272, 1.07199526, 1.35531189, 1.23125444, 1.14840915, 1.08043586, -1.52510937, -1.52114492, -1.47066622, -1.4152586 , -1.37078736, -1.59187905, -1.48237387, -1.35908197, -1.25351705, -1.56158309, -1.39027923, -1.24751337, -1.13664092, -1.49661378, -1.32506876, -1.19790324, -1.10028302, -1.42000002, -1.27619745, -1.18184548, -1.10681848, 0. , 0.58821466, 2.83916611, 2.66064128, 0.54920348, 2.84379604, 2.55048422, 2.46041205, 2.24073286, 2.09088933, 2.03565867, 1.99563058, 2.24380314, 2.24432869, 2.23993982, 2.2324649 , 2.40863862, 2.40556716, 2.38845106, 2.36521753, 2.53180453, 2.52828881, 2.50349085, 2.47501088, 2.6259943 , 2.62576882, 2.6074102 , 2.5821455 , 2.61906493, 2.40004186, 2.22496362, 2.148853 , 2.09807848, 2.38809314, 2.3594683 , 2.32370973, 2.28265472, 2.5680801 , 2.51820904, 2.45815535, 2.38993265, 2.69831853, 2.64741075, 2.57859469, 2.51283887, 2.79593769, 2.75382193, 2.70167479, 2.64477413]), 'std': np.array([1.00000000e-09, 3.19702173e-01, 5.70710490e-01, 9.40193212e-01, 2.30106787e-01, 4.98340463e-01, 9.95014065e-01, 1.17869299e+00, 1.29255058e+00, 1.44317287e+00, 1.58822968e+00, 1.72162930e+00, 1.56582042e+00, 1.73487927e+00, 1.81749454e+00, 1.88562954e+00, 1.56889072e+00, 1.72860382e+00, 1.79983476e+00, 1.85779923e+00, 1.54069426e+00, 1.67741963e+00, 1.73679736e+00, 1.78952475e+00, 1.50475116e+00, 1.60597745e+00, 1.65099349e+00, 1.69306938e+00, 1.01589140e+00, 1.10478856e+00, 1.23974056e+00, 1.36961289e+00, 1.48531092e+00, 1.36046920e+00, 1.52300219e+00, 1.59427667e+00, 1.64095845e+00, 1.35903130e+00, 1.50975437e+00, 1.56420591e+00, 1.60196547e+00, 1.33059447e+00, 1.45974952e+00, 1.49938532e+00, 1.53141177e+00, 1.29262250e+00, 1.38835560e+00, 1.41807375e+00, 1.44714845e+00, 1.00000000e-09, 1.28313997e-01, 3.23792872e-01, 6.13309103e-01, 1.07324369e-01, 3.58237395e-01, 5.96216403e-01, 8.69704275e-01, 9.21380449e-01, 9.68927982e-01, 1.03352768e+00, 1.09851581e+00, 1.05808113e+00, 1.14243368e+00, 1.17406046e+00, 1.19991012e+00, 1.08538578e+00, 1.15249799e+00, 1.17259143e+00, 1.19080480e+00, 1.08763195e+00, 1.14360648e+00, 1.15451993e+00, 1.17010702e+00, 1.08639138e+00, 1.11511799e+00, 1.12028988e+00, 1.13727037e+00, 7.41432525e-01, 7.87060922e-01, 8.47197151e-01, 9.19670949e-01, 9.84115403e-01, 9.31612119e-01, 1.01833688e+00, 1.04747188e+00, 1.05795749e+00, 9.56169595e-01, 1.03566663e+00, 1.03753945e+00, 1.03120827e+00, 9.57368323e-01, 1.01635040e+00, 1.00632120e+00, 9.94429438e-01, 9.33024789e-01, 9.79701117e-01, 9.75321867e-01, 9.71103681e-01]) } SPEAKERS_CONFIG['Vicki_Arroyo'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.43015381, -1.93072716, -1.929016 , 1.43051456, 1.79539336, 1.33079277, 1.25639017, 1.28800148, 1.29916159, 1.2688963 , 1.23790049, 1.26336022, 1.14759621, 1.04971903, 0.96159823, 1.16789119, 1.02311467, 0.91799632, 0.83852686, 1.07868753, 0.94445513, 0.85248386, 0.7840061 , 0.99818056, 0.89274694, 0.82251076, 0.76641284, -1.93565045, -1.93953328, -1.93574896, -1.92793866, -1.92159172, -2.12664706, -2.08316812, -1.99678621, -1.9072207 , -2.11964038, -2.02626014, -1.90842131, -1.80383381, -2.06213015, -1.97182217, -1.86424354, -1.76999184, -1.99063965, -1.92653751, -1.85345277, -1.79058625, 0. , 0.5366566 , 2.62596687, 3.34771149, 0.59633497, 2.85982185, 3.05133782, 3.04521947, 2.87884006, 2.75948967, 2.71992979, 2.69011686, 2.97652132, 2.9439777 , 2.88281983, 2.81884489, 3.09882659, 3.04049107, 2.95073582, 2.86394547, 3.16664405, 3.10559218, 3.01155166, 2.92665827, 3.20955635, 3.15880562, 3.08549625, 3.01226139, 3.37345152, 3.2525375 , 3.21093273, 3.28166123, 3.37082102, 3.35384735, 3.39932079, 3.42763475, 3.42134346, 3.47143328, 3.47240795, 3.47935384, 3.44573709, 3.51852575, 3.49118564, 3.48159362, 3.46044281, 3.5574022 , 3.50824217, 3.48756869, 3.44470165]), 'std': np.array([1.00000000e-09, 1.98321179e-01, 3.65893394e-01, 8.13108210e-01, 1.92243730e-01, 4.72762268e-01, 1.07649132e+00, 1.17324452e+00, 1.25214082e+00, 1.37015180e+00, 1.48734952e+00, 1.59654778e+00, 1.51558568e+00, 1.65919638e+00, 1.72542276e+00, 1.77329541e+00, 1.53057672e+00, 1.66220571e+00, 1.71258737e+00, 1.75177504e+00, 1.51229552e+00, 1.62181707e+00, 1.66071336e+00, 1.69485294e+00, 1.47954694e+00, 1.56446652e+00, 1.59586682e+00, 1.62164764e+00, 8.92229897e-01, 9.95605539e-01, 1.12670865e+00, 1.24781256e+00, 1.37759646e+00, 1.18206296e+00, 1.31750537e+00, 1.38031731e+00, 1.42592459e+00, 1.16083349e+00, 1.28224211e+00, 1.32149570e+00, 1.35393411e+00, 1.13551088e+00, 1.23588437e+00, 1.26101072e+00, 1.28127341e+00, 1.10344225e+00, 1.18708923e+00, 1.20536018e+00, 1.22461608e+00, 1.00000000e-09, 1.22265068e-01, 3.05127656e-01, 7.86917301e-01, 1.23384493e-01, 3.01131291e-01, 6.14514003e-01, 7.03279054e-01, 7.53473953e-01, 8.14138865e-01, 8.82095867e-01, 9.55904653e-01, 9.04382528e-01, 9.77918198e-01, 9.95956130e-01, 1.00630861e+00, 9.03510933e-01, 9.64448856e-01, 9.71159208e-01, 9.74589465e-01, 8.84347353e-01, 9.35398779e-01, 9.42869443e-01, 9.44980258e-01, 8.60567952e-01, 9.03796075e-01, 9.13007394e-01, 9.16145058e-01, 9.55193321e-01, 1.10075037e+00, 1.23259112e+00, 1.34038825e+00, 1.43884475e+00, 1.34053504e+00, 1.54123044e+00, 1.59214216e+00, 1.64685761e+00, 1.35076605e+00, 1.55973958e+00, 1.57388014e+00, 1.59611442e+00, 1.36340179e+00, 1.55857961e+00, 1.55661706e+00, 1.53356894e+00, 1.32204978e+00, 1.51173798e+00, 1.51811364e+00, 1.52194107e+00]) } SPEAKERS_CONFIG['daniel_susskind'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.59053417, -2.07767324, -1.09338101, 1.53651005, 2.07084279, 1.2657888 , 0.8681602 , 0.66315872, 0.52595727, 0.39664132, 0.3043368 , 0.51631851, 0.32829812, 0.18732256, 0.07684901, 0.48270404, 0.2639835 , 0.11948665, 0.02808017, 0.44566855, 0.23281344, 0.11988744, 0.03746794, 0.42008354, 0.25205698, 0.16868312, 0.08951147, -1.08305768, -1.06480092, -0.95743421, -0.85046964, -0.77385595, -0.91953657, -0.75436002, -0.64821094, -0.56641812, -0.88654683, -0.71014125, -0.60564969, -0.51675058, -0.87868211, -0.7100917 , -0.62287558, -0.53371606, -0.87128532, -0.73365135, -0.66487187, -0.6010172 , 0. , 0.80913979, 3.10558228, 2.86609018, 0.82263361, 3.09710402, 2.97046181, 2.50935519, 2.09754339, 1.89945285, 1.7717207 , 1.66913613, 1.96346754, 1.84878667, 1.78802765, 1.74045962, 2.08457766, 1.98113303, 1.90852925, 1.85822288, 2.19858117, 2.09435954, 2.04130035, 1.98663781, 2.30054038, 2.22927723, 2.19146339, 2.14266844, 2.21134899, 1.92635412, 1.71005566, 1.58447383, 1.46891345, 1.77906342, 1.6506884 , 1.59957187, 1.56647093, 1.9352285 , 1.78048865, 1.72444274, 1.69291546, 2.03953173, 1.90688235, 1.84841421, 1.81998571, 2.13551298, 2.03088161, 1.98572487, 1.94822127]), 'std': np.array([1.00000000e-09, 1.59984526e-01, 3.71958943e-01, 8.04411612e-01, 1.74722568e-01, 3.81710706e-01, 7.96934376e-01, 1.23157336e+00, 1.42127868e+00, 1.46218747e+00, 1.51725434e+00, 1.56354361e+00, 1.50183811e+00, 1.53116700e+00, 1.57249393e+00, 1.60876483e+00, 1.51951950e+00, 1.53756627e+00, 1.57464871e+00, 1.59548878e+00, 1.53529253e+00, 1.55579021e+00, 1.56807497e+00, 1.58601754e+00, 1.53521940e+00, 1.54050200e+00, 1.54392706e+00, 1.57615098e+00, 1.01259207e+00, 1.04026598e+00, 1.10163391e+00, 1.18173389e+00, 1.26469362e+00, 1.16053978e+00, 1.25700256e+00, 1.30358778e+00, 1.33594040e+00, 1.17731439e+00, 1.27270321e+00, 1.30926889e+00, 1.33660293e+00, 1.17969519e+00, 1.26832284e+00, 1.29551559e+00, 1.31791898e+00, 1.17907833e+00, 1.24974262e+00, 1.27150920e+00, 1.29216308e+00, 1.00000000e-09, 1.39032854e-01, 4.13297725e-01, 7.88365923e-01, 1.38186475e-01, 3.90189221e-01, 8.28030489e-01, 1.49467153e+00, 1.71065521e+00, 1.71583076e+00, 1.75900338e+00, 1.76294228e+00, 1.72395545e+00, 1.77391448e+00, 1.84705865e+00, 1.90261393e+00, 1.80421566e+00, 1.84299394e+00, 1.91089415e+00, 1.94007365e+00, 1.87522200e+00, 1.92484334e+00, 1.94498226e+00, 1.96099144e+00, 1.92051272e+00, 1.94099774e+00, 1.94739367e+00, 1.97663235e+00, 1.82340904e+00, 1.89657934e+00, 1.90242621e+00, 1.92978618e+00, 1.98043178e+00, 1.90902226e+00, 1.99603060e+00, 2.03725386e+00, 2.05815040e+00, 1.95205565e+00, 2.07340564e+00, 2.09608670e+00, 2.09626055e+00, 2.02195332e+00, 2.13121618e+00, 2.14183609e+00, 2.11333070e+00, 2.07392000e+00, 2.15925925e+00, 2.16443834e+00, 2.15144128e+00]) } SPEAKERS_CONFIG['Dan_Ariely'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.52061031, -2.17871201, -1.03637348, 1.56602338, 2.31081532, 1.77478227, 1.61504379, 1.53390586, 1.42455973, 1.32371477, 1.24964299, 1.53398251, 1.37291062, 1.26958856, 1.18524512, 1.53706434, 1.33582853, 1.22476471, 1.1454513 , 1.5101916 , 1.31308426, 1.21578703, 1.14428053, 1.46831911, 1.31617502, 1.23916827, 1.17693301, -0.96139877, -0.90631806, -0.75598977, -0.59161681, -0.45065024, -0.79540805, -0.54159407, -0.41611286, -0.33142785, -0.7614939 , -0.47573752, -0.36941758, -0.30542756, -0.72732643, -0.47009014, -0.38776467, -0.34032827, -0.69908842, -0.50057372, -0.43429543, -0.39393205, 0. , 0.66674422, 3.04998383, 2.60987325, 0.57170469, 2.92785166, 2.44628093, 2.23481382, 1.98033512, 1.78840014, 1.68658471, 1.62219602, 1.80432371, 1.72569816, 1.70779376, 1.69374821, 1.94255916, 1.87217421, 1.85019987, 1.8276927 , 2.07621784, 2.01156338, 1.98462304, 1.95593189, 2.19452345, 2.14429292, 2.11716802, 2.08607231, 2.46856471, 2.19464317, 1.95160432, 1.83740104, 1.77678689, 1.98001143, 1.93008268, 1.93066418, 1.93192938, 2.15116316, 2.10266662, 2.10101372, 2.10144014, 2.28950988, 2.24983751, 2.23831407, 2.23473248, 2.40976666, 2.37807174, 2.36727801, 2.35060381]), 'std': np.array([1.00000000e-09, 4.15709961e-01, 8.63784606e-01, 1.39586573e+00, 4.46869217e-01, 7.74005933e-01, 1.39981938e+00, 1.63286196e+00, 1.71068199e+00, 1.80196237e+00, 1.90788898e+00, 1.99967461e+00, 1.94158869e+00, 2.09099786e+00, 2.14943006e+00, 2.19501581e+00, 1.96984213e+00, 2.10393692e+00, 2.14374080e+00, 2.17494699e+00, 1.97395035e+00, 2.08474048e+00, 2.10532438e+00, 2.12577471e+00, 1.96539115e+00, 2.04273440e+00, 2.05453112e+00, 2.06815662e+00, 1.46735606e+00, 1.49355078e+00, 1.54880998e+00, 1.63410442e+00, 1.71308092e+00, 1.70952946e+00, 1.80315575e+00, 1.79935387e+00, 1.79220798e+00, 1.74662800e+00, 1.80248497e+00, 1.77700708e+00, 1.75310241e+00, 1.75264468e+00, 1.78928310e+00, 1.75556924e+00, 1.72524800e+00, 1.74399645e+00, 1.76887337e+00, 1.74224653e+00, 1.72189501e+00, 1.00000000e-09, 1.93716444e-01, 8.26189920e-01, 1.19764453e+00, 2.01174651e-01, 8.77663849e-01, 1.23915253e+00, 1.54105959e+00, 1.56067125e+00, 1.57109225e+00, 1.61951346e+00, 1.66636871e+00, 1.64021549e+00, 1.72638677e+00, 1.77999450e+00, 1.82788868e+00, 1.70918452e+00, 1.78934765e+00, 1.82899510e+00, 1.85758404e+00, 1.76601563e+00, 1.84187674e+00, 1.86065846e+00, 1.87840475e+00, 1.81812130e+00, 1.86787059e+00, 1.87686413e+00, 1.89151743e+00, 1.41058649e+00, 1.45753614e+00, 1.47947725e+00, 1.54831582e+00, 1.61956323e+00, 1.58221102e+00, 1.67662787e+00, 1.70486072e+00, 1.72831709e+00, 1.65098387e+00, 1.73569401e+00, 1.74720782e+00, 1.75079631e+00, 1.73507651e+00, 1.79883512e+00, 1.79031076e+00, 1.77445969e+00, 1.79758386e+00, 1.84456882e+00, 1.82801945e+00, 1.81920694e+00]) } SPEAKERS_CONFIG['Dena_Simmons'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.32671111, -1.70898239, -1.38148399, 1.2674879 , 1.70429258, 1.83110168, 1.15629808, 0.67745725, 0.39139582, 0.24751003, 0.17217772, 0.57686829, 0.30324958, 0.18916796, 0.10490191, 0.51274994, 0.24934172, 0.14662317, 0.0681714 , 0.42096946, 0.21571229, 0.13971116, 0.06791959, 0.36387298, 0.22501558, 0.15998 , 0.09242384, -1.38843969, -1.33251132, -1.2320224 , -1.12926197, -1.03795619, -1.31640134, -1.17839898, -1.07546404, -0.98838937, -1.32385558, -1.15195077, -1.04205277, -0.95839166, -1.320917 , -1.15347666, -1.05234124, -0.9717273 , -1.30338945, -1.16452591, -1.08407723, -1.0169221 , 0. , 0.63789484, 2.82622566, 2.40705967, 0.47388226, 2.65721488, 2.95790198, 2.0125996 , 1.3014549 , 0.90448183, 0.68825752, 0.57698081, 1.0032702 , 0.69087711, 0.61187128, 0.56986139, 0.9954768 , 0.75530534, 0.70279596, 0.65725578, 0.97945787, 0.81827698, 0.79789433, 0.73969878, 1.00439302, 0.91154909, 0.87638059, 0.81035885, 2.23345794, 1.9957466 , 1.77898656, 1.67939582, 1.5828782 , 1.77336911, 1.69359889, 1.68066421, 1.66981155, 1.8993805 , 1.82307356, 1.81227444, 1.80010526, 2.00969673, 1.94934976, 1.93507569, 1.92751947, 2.12643006, 2.07491163, 2.0633099 , 2.04994315]), 'std': np.array([1.00000000e-09, 4.08285886e-01, 5.37121096e-01, 8.71946563e-01, 4.12282634e-01, 6.11762415e-01, 9.06978755e-01, 1.69966614e+00, 2.00191040e+00, 2.13490451e+00, 2.21659421e+00, 2.26303688e+00, 2.23270611e+00, 2.35017790e+00, 2.36805165e+00, 2.37394797e+00, 2.29627659e+00, 2.35602394e+00, 2.34603797e+00, 2.33723647e+00, 2.32351897e+00, 2.35254582e+00, 2.31999721e+00, 2.31027793e+00, 2.31767244e+00, 2.32762186e+00, 2.30587210e+00, 2.30070455e+00, 9.13129107e-01, 9.60813104e-01, 1.04666124e+00, 1.13543873e+00, 1.22065216e+00, 1.19813460e+00, 1.32304847e+00, 1.36258205e+00, 1.39395817e+00, 1.22366288e+00, 1.33356313e+00, 1.36087143e+00, 1.38704473e+00, 1.22117060e+00, 1.31114679e+00, 1.33057436e+00, 1.35115518e+00, 1.20316279e+00, 1.27333047e+00, 1.28827426e+00, 1.30591601e+00, 1.00000000e-09, 2.24756100e-01, 5.35069110e-01, 7.23929770e-01, 2.38824569e-01, 5.24184193e-01, 1.05334019e+00, 1.96148946e+00, 2.20731111e+00, 2.26955660e+00, 2.34286927e+00, 2.38498516e+00, 2.27035892e+00, 2.40544254e+00, 2.47068244e+00, 2.52236063e+00, 2.36167783e+00, 2.47597575e+00, 2.52770214e+00, 2.56720823e+00, 2.44301903e+00, 2.54469073e+00, 2.55992396e+00, 2.59643755e+00, 2.50673760e+00, 2.57147923e+00, 2.58813160e+00, 2.62636639e+00, 1.12222273e+00, 1.15805069e+00, 1.23323303e+00, 1.27015104e+00, 1.32717458e+00, 1.25752732e+00, 1.33247522e+00, 1.37077502e+00, 1.41721512e+00, 1.29912033e+00, 1.39896505e+00, 1.43278090e+00, 1.46709798e+00, 1.37071898e+00, 1.45249912e+00, 1.47480597e+00, 1.48532896e+00, 1.41428911e+00, 1.48859498e+00, 1.48931973e+00, 1.50199060e+00]) } SPEAKERS_CONFIG['Stanley_McChrystal'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.20970112, -1.78184855, -1.93372151, 1.39422362, 2.01909743, 1.03556081, 0.92900821, 0.79465224, 0.60323883, 0.42230403, 0.26172113, 0.62343882, 0.38623023, 0.23477015, 0.10702492, 0.63293302, 0.36290843, 0.2094316 , 0.09788613, 0.63374358, 0.38669451, 0.2599326 , 0.17109027, 0.63419738, 0.44206407, 0.35158083, 0.2775307 , -1.95703567, -1.9335366 , -1.89316227, -1.86755643, -1.84896573, -2.0412647 , -1.9840291 , -1.89099935, -1.80674288, -2.07689652, -1.96354895, -1.83920887, -1.73626386, -2.06131385, -1.94172925, -1.82392343, -1.72696778, -2.02438723, -1.92271936, -1.83659787, -1.7586002 , 0. , 0.85286796, 3.21208821, 3.1389567 , 0.71733128, 3.10551972, 3.33381399, 3.34433628, 3.11881779, 2.96770498, 2.93275188, 2.90898097, 3.14375969, 3.15930581, 3.15348179, 3.14225303, 3.3489085 , 3.35445151, 3.32216601, 3.28633532, 3.50968649, 3.51025893, 3.46797721, 3.42073258, 3.63848607, 3.63587839, 3.60646414, 3.56999241, 3.10259301, 2.8681846 , 2.6774324 , 2.58518526, 2.51778432, 2.74871926, 2.69924025, 2.68426765, 2.67777918, 2.93371521, 2.89605158, 2.87105263, 2.84927583, 3.09809173, 3.06464304, 3.03411583, 3.00795203, 3.24128544, 3.21603032, 3.18817925, 3.15788871]), 'std': np.array([1.00000000e-09, 6.49262945e-01, 1.15265273e+00, 1.52325942e+00, 5.00654975e-01, 9.07370918e-01, 1.45175969e+00, 1.54025576e+00, 1.61546518e+00, 1.72830315e+00, 1.84682229e+00, 1.95634381e+00, 1.95036251e+00, 2.09267770e+00, 2.11774404e+00, 2.12942965e+00, 1.95890000e+00, 2.06536535e+00, 2.05948187e+00, 2.04472432e+00, 1.91815272e+00, 1.99793557e+00, 1.98195550e+00, 1.96677853e+00, 1.86244242e+00, 1.91669392e+00, 1.90513448e+00, 1.89551484e+00, 1.62394582e+00, 1.70430986e+00, 1.83799118e+00, 1.99389540e+00, 2.13820744e+00, 2.00990809e+00, 2.21566844e+00, 2.30700221e+00, 2.37657097e+00, 2.04624780e+00, 2.23858620e+00, 2.30560753e+00, 2.35226104e+00, 2.03811007e+00, 2.20382601e+00, 2.24948351e+00, 2.28412466e+00, 2.01050292e+00, 2.13725460e+00, 2.17221742e+00, 2.19851700e+00, 1.00000000e-09, 1.68129592e-01, 5.63129923e-01, 1.13407635e+00, 1.73321962e-01, 5.29865059e-01, 8.95386414e-01, 9.90962575e-01, 1.01624645e+00, 1.07395111e+00, 1.15287721e+00, 1.23239561e+00, 1.21158938e+00, 1.30583031e+00, 1.32448904e+00, 1.33509263e+00, 1.24605084e+00, 1.31970168e+00, 1.31535178e+00, 1.30455427e+00, 1.24163297e+00, 1.30388283e+00, 1.29229657e+00, 1.28024563e+00, 1.21614511e+00, 1.26163158e+00, 1.25945481e+00, 1.25456990e+00, 1.26279445e+00, 1.30584113e+00, 1.36841117e+00, 1.44374881e+00, 1.52274841e+00, 1.50400765e+00, 1.60383518e+00, 1.63139144e+00, 1.65014039e+00, 1.54531024e+00, 1.63375079e+00, 1.64277599e+00, 1.64053881e+00, 1.55372427e+00, 1.63022147e+00, 1.62872130e+00, 1.61127724e+00, 1.53556795e+00, 1.59828660e+00, 1.60319835e+00, 1.59723441e+00]) } SPEAKERS_CONFIG['Seema_Bansal'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.40953135, -1.90851615, -1.1531883 , 1.44919938, 1.993433 , 1.47051017, 1.39639792, 1.32765061, 1.21316457, 1.08938823, 0.98905291, 1.27548386, 1.09072056, 0.96863478, 0.85344033, 1.25359116, 1.0307414 , 0.887757 , 0.77407451, 1.21487216, 0.99988077, 0.86742446, 0.75709108, 1.17396474, 0.99005752, 0.88815338, 0.79490474, -1.05741282, -0.93664287, -0.75322569, -0.57658209, -0.42453932, -0.78240461, -0.54364271, -0.40820871, -0.29851198, -0.79029464, -0.52799201, -0.38177942, -0.26260613, -0.79234516, -0.5432291 , -0.41165139, -0.29490473, -0.79046124, -0.58943856, -0.48262306, -0.38136404, 0. , 0.61506936, 3.09323912, 2.89467654, 0.54501874, 2.94656141, 2.93480347, 2.91236219, 2.72592696, 2.5981872 , 2.55901417, 2.54632898, 2.74062642, 2.75860559, 2.77280026, 2.79269327, 2.91267159, 2.93136204, 2.93232843, 2.92200398, 3.04722002, 3.05892215, 3.04311074, 3.01863797, 3.15415044, 3.15434426, 3.13635386, 3.11663994, 2.85637803, 2.66266767, 2.5632497 , 2.56413399, 2.59042702, 2.66854899, 2.7294872 , 2.7615801 , 2.79434248, 2.8482255 , 2.91126703, 2.93987713, 2.94857051, 2.98922535, 3.04266765, 3.04979868, 3.04328226, 3.1035342 , 3.13874592, 3.13732136, 3.12964445]), 'std': np.array([1.00000000e-09, 2.40432657e-01, 3.81861330e-01, 6.68889073e-01, 2.41572281e-01, 3.96190367e-01, 8.24438678e-01, 9.61948467e-01, 1.04057227e+00, 1.16163324e+00, 1.28583940e+00, 1.40140262e+00, 1.28707661e+00, 1.44135646e+00, 1.51372195e+00, 1.57362229e+00, 1.29550974e+00, 1.43293224e+00, 1.49490956e+00, 1.53523475e+00, 1.26977702e+00, 1.38949159e+00, 1.43642351e+00, 1.47502901e+00, 1.23261071e+00, 1.33361496e+00, 1.36452820e+00, 1.39302142e+00, 7.68801239e-01, 8.49738926e-01, 9.67093652e-01, 1.08972209e+00, 1.19664286e+00, 1.08419133e+00, 1.21314377e+00, 1.25873963e+00, 1.28698575e+00, 1.07886101e+00, 1.18819848e+00, 1.22021144e+00, 1.24127938e+00, 1.04670053e+00, 1.13956001e+00, 1.16108672e+00, 1.18151171e+00, 1.00467702e+00, 1.07310024e+00, 1.09010886e+00, 1.11366143e+00, 1.00000000e-09, 1.33497211e-01, 3.49633532e-01, 4.94801421e-01, 1.56663438e-01, 3.38162158e-01, 5.89630226e-01, 7.95568691e-01, 8.05055045e-01, 8.51851592e-01, 8.96500886e-01, 9.48170278e-01, 9.10056973e-01, 9.77295468e-01, 1.01845965e+00, 1.05019127e+00, 9.58670046e-01, 1.00677398e+00, 1.03531330e+00, 1.03949634e+00, 9.80801853e-01, 1.02083085e+00, 1.03000075e+00, 1.02936744e+00, 9.81425929e-01, 1.01548932e+00, 1.01740709e+00, 1.01944649e+00, 7.07490542e-01, 7.31150849e-01, 7.40099072e-01, 7.72145384e-01, 8.24272891e-01, 8.21482204e-01, 8.65735170e-01, 8.88676710e-01, 9.09200998e-01, 8.49419159e-01, 8.79509955e-01, 9.02822212e-01, 9.20494048e-01, 8.55287212e-01, 8.88672975e-01, 9.00292197e-01, 9.06352837e-01, 8.54730604e-01, 8.94125969e-01, 8.97500743e-01, 9.03516486e-01]) } SPEAKERS_CONFIG['Tshering_Tobgay'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.5426154 , -2.31055851, -1.78168447, 1.64907599, 2.29680892, 1.61073857, 1.42986363, 1.18693051, 0.98660171, 0.85957451, 0.74577074, 1.17117359, 0.98282705, 0.85049575, 0.72490218, 1.24307146, 1.02107376, 0.87756626, 0.75344788, 1.27921894, 1.0685921 , 0.93623641, 0.82077189, 1.30282797, 1.12947448, 1.03005593, 0.93673451, -1.81556441, -1.70020793, -1.56460705, -1.45253646, -1.34691992, -1.74461516, -1.55995082, -1.43041308, -1.31787137, -1.79063659, -1.55537355, -1.41291994, -1.29170835, -1.80852066, -1.5812527 , -1.44947227, -1.34318587, -1.8058097 , -1.62763156, -1.52367865, -1.43320964, 0. , 0.85148611, 3.19562375, 3.72047072, 0.70480475, 3.24204312, 4.3068104 , 4.1860717 , 3.96398473, 3.867642 , 3.92277685, 3.96967226, 4.03891626, 4.17569858, 4.20448118, 4.2188033 , 4.2038805 , 4.34045895, 4.33994614, 4.3314275 , 4.33551951, 4.44997151, 4.43376398, 4.41530341, 4.45266256, 4.53873974, 4.52403242, 4.50375821, 3.67509985, 3.4741722 , 3.36017855, 3.37765579, 3.41041793, 3.47782993, 3.55789184, 3.59480922, 3.62360585, 3.69043964, 3.76242246, 3.76632635, 3.76283129, 3.85404474, 3.90182728, 3.88795795, 3.87706907, 3.99157181, 4.01390115, 3.99955427, 3.98475352]), 'std': np.array([1.00000000e-09, 6.29667454e-01, 9.89894273e-01, 1.39412690e+00, 5.72887526e-01, 8.87518427e-01, 1.35181317e+00, 1.65282590e+00, 1.77265651e+00, 1.86443568e+00, 1.93362752e+00, 2.01223538e+00, 2.01260581e+00, 2.10649119e+00, 2.14228354e+00, 2.17134311e+00, 2.04381182e+00, 2.11418754e+00, 2.13057464e+00, 2.13954710e+00, 2.04381299e+00, 2.10130644e+00, 2.10473152e+00, 2.10798706e+00, 2.02679342e+00, 2.06511013e+00, 2.06457024e+00, 2.06565255e+00, 1.47203047e+00, 1.54125198e+00, 1.65902661e+00, 1.79999631e+00, 1.94209778e+00, 1.83044148e+00, 2.01263617e+00, 2.05557428e+00, 2.07826273e+00, 1.84389937e+00, 1.99992039e+00, 2.01676671e+00, 2.01714896e+00, 1.81592662e+00, 1.94881638e+00, 1.95016457e+00, 1.94064188e+00, 1.77283836e+00, 1.87492038e+00, 1.87631139e+00, 1.87344791e+00, 1.00000000e-09, 2.40368011e-01, 8.19167921e-01, 1.50955020e+00, 2.09866833e-01, 7.96096084e-01, 1.56895385e+00, 2.12358137e+00, 2.35018353e+00, 2.52554899e+00, 2.63411732e+00, 2.75257932e+00, 2.56750224e+00, 2.69839674e+00, 2.77831130e+00, 2.84698410e+00, 2.59480877e+00, 2.69436907e+00, 2.76153510e+00, 2.82755178e+00, 2.59859759e+00, 2.69057305e+00, 2.74731597e+00, 2.80722435e+00, 2.58245382e+00, 2.64833506e+00, 2.69239175e+00, 2.74168237e+00, 1.87005704e+00, 1.92607763e+00, 2.02284846e+00, 2.11035361e+00, 2.22433129e+00, 2.10774473e+00, 2.25620209e+00, 2.31478256e+00, 2.35546283e+00, 2.11815506e+00, 2.26387858e+00, 2.32062386e+00, 2.35587353e+00, 2.13386470e+00, 2.27017833e+00, 2.31148031e+00, 2.32671453e+00, 2.13707704e+00, 2.26067909e+00, 2.29110446e+00, 2.30383057e+00]) } SPEAKERS_CONFIG['molly_winter'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.40417455, -1.93915965, -2.05325684, 1.37072822, 1.75503212, 1.64890912, 1.62898026, 1.61529551, 1.57606879, 1.53174505, 1.49379764, 1.73160648, 1.66843796, 1.59464609, 1.51958521, 1.72460027, 1.61225515, 1.51997087, 1.44381198, 1.68049785, 1.56653305, 1.47839914, 1.40486713, 1.62913535, 1.54168091, 1.470533 , 1.40991999, -2.06556883, -2.06104822, -2.04168945, -2.03495656, -2.02745634, -2.21403956, -2.19367452, -2.14885706, -2.10818925, -2.2305437 , -2.16783652, -2.10657543, -2.0526853 , -2.20319322, -2.13547311, -2.07614425, -2.02157022, -2.1628595 , -2.10670246, -2.06008777, -2.0197715 , 0. , 0.59925777, 2.83315462, 2.26691744, 0.56002944, 2.85605978, 2.497442 , 2.45031315, 2.25846407, 2.12119046, 2.08862409, 2.08203738, 2.22391203, 2.22765974, 2.22629016, 2.22243306, 2.37273701, 2.36432486, 2.33861217, 2.31751521, 2.49075797, 2.47221082, 2.43265099, 2.4029547 , 2.58964675, 2.56323913, 2.52757512, 2.50045151, 2.17719543, 1.9727938 , 1.78831173, 1.69150947, 1.63451964, 1.81613529, 1.74854777, 1.7283022 , 1.71450909, 1.93796868, 1.87753457, 1.84878146, 1.82512106, 2.05230744, 1.99368792, 1.95919174, 1.93252213, 2.15735083, 2.10447618, 2.07407801, 2.05188586]), 'std': np.array([1.00000000e-09, 1.77210102e-01, 6.16759879e-01, 1.14568304e+00, 1.41893505e-01, 4.67621652e-01, 9.19436155e-01, 1.01205502e+00, 1.09217049e+00, 1.22211208e+00, 1.34863925e+00, 1.47089480e+00, 1.29588885e+00, 1.45213840e+00, 1.54153015e+00, 1.61852207e+00, 1.30685607e+00, 1.45794103e+00, 1.53150642e+00, 1.58872360e+00, 1.29006892e+00, 1.42310414e+00, 1.47713738e+00, 1.51869987e+00, 1.26865214e+00, 1.37082563e+00, 1.41392846e+00, 1.44177077e+00, 1.24907833e+00, 1.32546870e+00, 1.45563508e+00, 1.58649984e+00, 1.70378807e+00, 1.53336475e+00, 1.69966754e+00, 1.79795421e+00, 1.87362518e+00, 1.55728466e+00, 1.72177080e+00, 1.80624456e+00, 1.87230210e+00, 1.55647078e+00, 1.70262794e+00, 1.77069326e+00, 1.82885038e+00, 1.54733533e+00, 1.66035573e+00, 1.71411779e+00, 1.75613996e+00, 1.00000000e-09, 1.19070227e-01, 5.93853115e-01, 9.61506585e-01, 1.16451612e-01, 4.76599584e-01, 7.35670754e-01, 7.99402145e-01, 8.28434742e-01, 8.86274968e-01, 9.59245398e-01, 1.03640790e+00, 9.90457858e-01, 1.07613285e+00, 1.10641709e+00, 1.12709832e+00, 1.00242792e+00, 1.06816731e+00, 1.08105868e+00, 1.09318000e+00, 9.90869272e-01, 1.03941128e+00, 1.04598950e+00, 1.05211029e+00, 9.67483332e-01, 1.00097688e+00, 1.00679966e+00, 1.01222696e+00, 1.02475249e+00, 1.04372773e+00, 1.10235950e+00, 1.17097429e+00, 1.25204050e+00, 1.20267931e+00, 1.30213758e+00, 1.34428386e+00, 1.37536571e+00, 1.23544817e+00, 1.32515264e+00, 1.35093169e+00, 1.36774448e+00, 1.24043670e+00, 1.31546474e+00, 1.32734204e+00, 1.33299042e+00, 1.22733520e+00, 1.28411209e+00, 1.29080733e+00, 1.29215459e+00]) } SPEAKERS_CONFIG['ALL'] = { 'median': np.ones(98) * 112, 'scale_factor': 1, 'mean': np.array([ 0. , -1.30300177, -1.86055032, -1.57118029, 1.3657266 , 1.92831773, 1.27756316, 1.16861636, 1.07933715, 0.9506417 , 0.82515075, 0.71723342, 0.98796002, 0.80038158, 0.67221937, 0.56251367, 0.98125758, 0.75949434, 0.62040493, 0.51636528, 0.96027632, 0.75239721, 0.62975113, 0.53927769, 0.937988 , 0.76976597, 0.68029213, 0.60453242, -1.57581202, -1.53029104, -1.44812959, -1.36786496, -1.30067461, -1.55515339, -1.43382027, -1.32774391, -1.23772878, -1.5686388 , -1.40122445, -1.27958344, -1.18189403, -1.54969714, -1.38632245, -1.27630342, -1.18691285, -1.51919196, -1.38642254, -1.30373232, -1.23290295, 0. , 0.71123098, 3.02674416, 2.91699844, 0.64559599, 2.97558319, 3.0200536 , 2.93745739, 2.72236932, 2.56640152, 2.51889404, 2.48098966, 2.71813759, 2.71314216, 2.69923703, 2.68668115, 2.89014913, 2.88411348, 2.8491349 , 2.81780958, 3.02629419, 3.01506254, 2.97198885, 2.9293096 , 3.13306825, 3.11997394, 3.09019367, 3.05718596, 2.82000627, 2.59470968, 2.42605315, 2.3668938 , 2.33373695, 2.51350406, 2.49060967, 2.48313634, 2.47856824, 2.68452928, 2.66356618, 2.64253278, 2.61957967, 2.82552995, 2.80440706, 2.7745475 , 2.74672361, 2.94719774, 2.92540835, 2.89896933, 2.86841935]), 'std': np.array([1.00000000e-09, 5.94853211e-01, 9.39004804e-01, 1.30696169e+00, 5.13600409e-01, 8.33428091e-01, 1.24559872e+00, 1.39153990e+00, 1.46482703e+00, 1.57215549e+00, 1.68515334e+00, 1.79094924e+00, 1.74087731e+00, 1.87654111e+00, 1.92098409e+00, 1.95011993e+00, 1.75183954e+00, 1.85908747e+00, 1.88118825e+00, 1.89038185e+00, 1.72483854e+00, 1.80798182e+00, 1.81824030e+00, 1.82156299e+00, 1.68453675e+00, 1.74706163e+00, 1.74940825e+00, 1.75118403e+00, 1.39398302e+00, 1.47352232e+00, 1.60205166e+00, 1.74801788e+00, 1.88070326e+00, 1.75880872e+00, 1.94173513e+00, 2.01138420e+00, 2.05996973e+00, 1.78345552e+00, 1.94760222e+00, 1.99331582e+00, 2.02361450e+00, 1.76915133e+00, 1.90813772e+00, 1.93698920e+00, 1.95971143e+00, 1.73766796e+00, 1.84338938e+00, 1.86596427e+00, 1.88428898e+00, 1.00000000e-09, 2.01288803e-01, 5.61500604e-01, 9.87625296e-01, 1.79270570e-01, 5.14485413e-01, 8.81159823e-01, 1.19507623e+00, 1.22634755e+00, 1.28659387e+00, 1.33841801e+00, 1.40840380e+00, 1.36690551e+00, 1.44821245e+00, 1.48754427e+00, 1.51335860e+00, 1.41121023e+00, 1.46198667e+00, 1.49705702e+00, 1.50381832e+00, 1.42659163e+00, 1.47976093e+00, 1.50377357e+00, 1.51654021e+00, 1.44594775e+00, 1.48942057e+00, 1.49463393e+00, 1.50021580e+00, 1.33082047e+00, 1.36775159e+00, 1.42347223e+00, 1.48050462e+00, 1.54522074e+00, 1.52570205e+00, 1.61165322e+00, 1.63691128e+00, 1.65428311e+00, 1.56326930e+00, 1.63907141e+00, 1.65163394e+00, 1.65592740e+00, 1.57865120e+00, 1.64335108e+00, 1.64701618e+00, 1.63824454e+00, 1.57316675e+00, 1.63089944e+00, 1.63366642e+00, 1.63141875e+00]) }