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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., 133., 131., 129., 124.,
                             140., 139., 140., 140., -101., -87., -82., -74.,
                             -75., -86., -83., -81., -79., -85., -85., -82.,
                             -81., -83., -85., -83., -82., -84., -81., -80.,
                             -79., 0., -6., 117., 126., 5., 139., 139.,
                             116., 131., 144., 136., 135., 134., 131., 130.,
                             132., 135., 132., 133., 135., 137., 135., 136.,
                             137., 140., 138.5, 138., 139., 109., 110., 114.,
                             117., 117., 114., 116., 119., 119., 117., 120.,
                             123., 122., 122., 127., 126., 125., 125.5, 130.,
                             130., 128.]),
         'mean': np.array([0., -102.831, -187.225, -105.001, 103.684, 159.654,
                           126.302, 122.931, 128.711, 112.718, 106.145, 96.845,
                           108.125, 101.695, 97.327, 93.299, 112.474, 108.298,
                           103.437, 99.548, 117.103, 113.895, 110.956, 106.925,
                           121.72, 119.542, 118.971, 118.283, -96.014, -87.539,
                           -80.057, -73.948, -71.795, -82.32, -79.115, -76.73,
                           -74.388, -82.105, -80.296, -77.741, -76.255, -82.054,
                           -81.601, -79.339, -77.542, -83.858, -79.748, -79.177,
                           -78.283, 0., -5.559, 113.522, 114.089, 4.688,
                           134.756, 128.186, 105.581, 113.738, 127.147, 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, 53.19296637, 54.5650521, 0.,
                          6.80856218, 25.98910379, 51.67654283, 6.51771862, 27.4053729,
                          48.12067543, 44.45340751, 52.2424287, 71.22975074, 65.97734186,
                          72.21212861, 66.43695056, 66.68810866, 70.34944091, 74.74944548,
                          62.9067171, 64.10094988, 67.69410843, 71.30516155, 63.17366068,
                          63.74567016, 65.48774236, 67.96067389, 63.03325992, 62.88430532,
                          63.75716606, 64.36825739, 54.93795023, 60.33219432, 67.52062355,
                          69.96675951, 72.42787574, 67.3515538, 68.93075398, 70.52320168,
                          71.7720112, 64.30512402, 66.268982, 68.01139893, 69.14937813,
                          62.07604933, 64.26042387, 64.83709259, 65.68755583, 59.83643853,
                          61.15464905, 62.18182291, 62.71329823])},
    'angelica': {
        'median': np.array([0., -112., -170., -51., 112., 169., 89., 65.,
                            49.5, 35., 37., 40., 40., 41., 41., 42.,
                            45., 45., 45., 45., 50., 49., 49., 48.,
                            55., 54., 53., 53., -39., -20., 4., 19.,
                            28., 4.5, 21., 28., 32., -1., 17., 23.,
                            25., -6., 9., 15., 18., -11., 2., 7.,
                            10., 0., 4., 153., 154., 0., 155., 158.,
                            157., 156., 157., 159., 160., 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, 109.97522128,
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                              37.77928256, 34.01107465, 36.46546662, 37.06834497, 37.90272476,
                              34.39137165, 36.44109481, 36.96086275, 37.45362332, 0.,
                              2.89973085, 18.24277819, 20.42860717, 2.76048981, 13.92466459,
                              17.1719031, 19.71708799, 19.53716947, 21.61500588, 24.15897413,
                              26.41163227, 24.7449977, 27.6888985, 29.30245776, 30.29448524,
                              25.62081652, 28.73668163, 30.19561392, 31.28564807, 25.91670841,
                              28.75941861, 30.06825402, 31.11173989, 26.03480422, 28.16124223,
                              29.02597533, 29.7304322, 23.28072087, 22.67441898, 24.5621464,
                              26.42123419, 28.12181699, 26.97838155, 29.05460129, 30.11018373,
                              30.98118887, 27.92701758, 30.10780415, 30.95133727, 31.63882324,
                              28.46049044, 30.59816589, 30.90853468, 31.19961498, 28.92246732,
                              30.4676614, 30.74221066, 30.69778453])},
    'seth': {'mean': np.array([0.00000e+00, -1.56603e+02, -1.92734e+02, -1.32233e+02,
                               1.60156e+02, 1.93264e+02, 7.84210e+01, 6.13590e+01,
                               3.63920e+01, 1.03240e+01, 3.24000e+00, 5.41000e-01,
                               2.59350e+01, 7.05000e+00, -5.32800e+00, -1.25190e+01,
                               3.17200e+01, 8.77700e+00, -6.74700e+00, -1.21180e+01,
                               3.12780e+01, 1.12180e+01, -3.30400e+00, -8.38000e+00,
                               2.93330e+01, 1.41880e+01, 3.79600e+00, -4.10200e+00,
                               -1.22910e+02, -1.04130e+02, -8.88500e+01, -7.73330e+01,
                               -6.66150e+01, -1.06764e+02, -9.15200e+01, -7.91270e+01,
                               -7.09780e+01, -1.12913e+02, -9.24190e+01, -7.87410e+01,
                               -7.28720e+01, -1.11232e+02, -9.46040e+01, -8.03730e+01,
                               -7.46850e+01, -1.05766e+02, -9.38100e+01, -8.45570e+01,
                               -7.68080e+01, 0.00000e+00, -1.52000e-01, 2.18895e+02,
                               2.68892e+02, 3.11000e-01, 2.37138e+02, 2.60438e+02,
                               2.62680e+02, 2.46628e+02, 2.28206e+02, 2.22251e+02,
                               2.19554e+02, 2.28401e+02, 2.20632e+02, 2.23361e+02,
                               2.28428e+02, 2.42971e+02, 2.34319e+02, 2.39472e+02,
                               2.41920e+02, 2.55531e+02, 2.52430e+02, 2.51910e+02,
                               2.51151e+02, 2.67728e+02, 2.67377e+02, 2.66409e+02,
                               2.64099e+02, 2.76742e+02, 2.61222e+02, 2.46399e+02,
                               2.44755e+02, 2.41459e+02, 2.54082e+02, 2.51658e+02,
                               2.56695e+02, 2.62400e+02, 2.68415e+02, 2.68020e+02,
                               2.72175e+02, 2.74369e+02, 2.80791e+02, 2.83345e+02,
                               2.84913e+02, 2.83823e+02, 2.92152e+02, 2.94754e+02,
                               2.95650e+02, 2.94466e+02]),
             'median': np.array([0., -160., -188., -90., 164., 188., 74., 61.,
                                 30., -5., -13., -15., 14., -17., -37., -47.,
                                 22., -15., -39., -48., 21., -12., -35., -45.,
                                 15., -9., -26., -40., -82., -55., -35., -19.,
                                 -1., -50., -19., 3., 17., -54., -12.5, 12.,
                                 23., -50., -14., 12., 23., -38., -14., 6.,
                                 20., 0., 0., 231., 280.5, 0., 243.5, 284.,
                                 288., 270., 243., 237., 237., 250., 236., 243.,
                                 253., 271., 260., 269., 273., 286., 285., 286.,
                                 285., 303., 306., 305., 302., 287., 268., 244.,
                                 241., 234., 260., 251., 258., 266., 279., 277.,
                                 283., 284., 295., 299., 301., 297., 309., 314.,
                                 314., 312.]),
             'scale_factor': 0.9900081765632547,
             'std': np.array([0., 18.55767741, 35.88235282, 101.25383307,
                              19.41946611, 38.02917701, 54.45006666, 61.64462766,
                              64.83266411, 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])

}