{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CS 583 -- Fall, 2021 -- HW 01\n", "\n", "\n", "### Due date: Due Friday, October 1st, @ midnight in GradeScope \n", "\n", "\n", "### General Instructions\n", "\n", "Please complete this notebook by filling in solutions where indicated. Be sure to \"Run All\" from the Cell menu before submitting. \n", "\n", "Please download, run, and digest the material in the following notebook BEFORE starting this homework.\n", "You may freely cut and paste code into your homework:\n", "\n", "https://www.cs.bu.edu/fac/snyder/cs583/Homeworks/IntroAudioProg.zip\n", " " ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "# General useful imports\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import librosa \n", "import librosa.display\n", "from IPython.display import Audio\n", "\n", "from scipy import signal\n", "\n", "%matplotlib inline\n", "\n", "# Basic audio parameters\n", "\n", "SR = 22050 # sample rate default for Librosa\n", "\n", "# Utility functions\n", "\n", "# Round to 4 decimal places\n", "\n", "def round4(x):\n", " return np.around(x,4) \n", " " ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "261.62556530059896" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# create a dictionary of piano key frequencies\n", "\n", "# see https://en.wikipedia.org/wiki/Piano_key_frequencies\n", "\n", "notenames = ['A0', 'Bb0', 'B0', 'C1', 'C#1', 'D1', 'Eb1', 'E1', 'F1', 'F#1',\n", " 'G1', 'Ab1', 'A1', 'Bb1', 'B1', 'C2', 'C#2', 'D2', 'Eb2', 'E2',\n", " 'F2', 'F#2', 'G2', 'Ab2', 'A2', 'Bb2', 'B2', 'C3', 'C#3', 'D3',\n", " 'Eb3', 'E3', 'F3', 'F#3', 'G3', 'Ab3', 'A3', 'Bb3', 'B3', 'C4',\n", " 'C#4', 'D4', 'Eb4', 'E4', 'F4', 'F#4', 'G4', 'Ab4', 'A4', 'Bb4',\n", " 'B4', 'C5', 'C#5', 'D5', 'Eb5', 'E5', 'F5', 'F#5', 'G5', 'Ab5',\n", " 'A5', 'Bb5', 'B5', 'C6', 'C#6', 'D6', 'Eb6', 'E6', 'F6', 'F#6',\n", " 'G6', 'Ab6', 'A6', 'Bb6', 'B6', 'C7', 'C#7', 'D7', 'Eb7', 'E7',\n", " 'F7', 'F#7', 'G7', 'Ab7', 'A7', 'Bb7', 'B7', 'C8', 'R']\n", "\n", "# Create chromatic scale, e.g., as on the piano, as a dictionary \n", "\n", "Freqs = {} \n", "\n", "f = 27.5\n", "\n", "for name in notenames:\n", " Freqs[name] = f\n", " f *= 2**(1/12)\n", "\n", "Freqs['R'] = 0 # a rest (silence) \n", "\n", "# test\n", "\n", "Freqs['C4']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Periodic Signals \n", "\n", "\n", "In this class, a signal $X$ is just a function from non-negative integers into 64-bit floating point numbers:\n", "\n", "$$X\\,:\\, [0,1,.., (N-1)]\\,\\rightarrow\\,[-A..A]$$\n", "\n", "where $t = 0, 1, 2, ...., N-1$ represents time and $A$ is the maximum amplitude of the signal. \n", "\n", "A signal is stored in a Numpy array of size $N$. Several things to keep in mind about this data structure for signals:\n", "\n", "- In general, we will work with signals where $A = 1.0$ but this is not absolutely necessary (`IPython.display.Audio` will scale the signals before playing, so you always get the same loudness); when adding or multiplying signals, we are generally safe from overflow, but when storing a signal in a file it may be useful to scale the signal into the range $[-1.0 .. 1.0]$ by simply dividing all samples by the value of the maximum sample value; \n", "\n", "- When displaying or manipulating a signal, it may be more readable to use seconds rather than sample numbers; it is easy to convert between the two by scaling by the sample rate `SR`:\n", "\n", " duration in seconds = SR * number of samples and number of samples = duration/SR\n", "\n", "SR will generally be 22050 Hz, so each sample represents 1/22050 = 0.00004535 sec (we will generally round floats to 4 significant digits). \n", " \n", "A periodic signal $X$ has a pattern that repeats every $p$ time units, where $p$ is called the period (and can be expressed as the number of samples, or as fractional seconds). Technically, a signal $X$ of length $N$ is periodic if there exists $p>0$ such that\n", "\n", "$$X[x] = X[x+p]\\text{ for } 0\\le x\\lt N-p$$\n", "\n", "The term **cycle** refers to the completion of one period of a signal, so Hertz (Hz) refers to *cycles per second* or *periods per second*. 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QZdl913ky8+WetXdX9aZWd0tqdUtWa7Mk5C0w4JDBRjODLUa2DBM4MCJggBgchO0AggCxDEQQ8BeBxrsdhnHYMAiN8TKWBZKllq29tfWi3qu7q7prr6zcl/l+zru/m+fdvPe9+94752a+0jtV+e52zu93fsv5nf13JnYV3DiMOTDmwJgDYw4cOg5MHrocjTM05sCYA2MOjDngOTA20GNFGHNgzIExBw4pB8YG+pAKZpytMQfGHBhzYGygxzow5sCYA2MOHFIO9G2gx3OKh1SS42yNOTDmwE3HgYEM9NhIj54eILOx3CLJrcF1T2O5RZLZAYCJUd4mBGQgdSPZxMTEAZA9RtkvB8ay6pdjhy/+WIaHTyZVOYopq75b0L/+67/uvvzlL3vjvLOzU5XHKO8hdHl52W1vb0eB1wvIysqKW19f99HAnTKAB3ypgynL+fPn3blz55KiM55tbm26GzduJG+xG76trS2PLylxAfDr16+71Lpv6J599ll38eLFRsobONHJjY0Nj974a3mJfW2qDFi+19bWHH8pA3pBw/XatWvuqaeeysvAoLysZaBD4P/gH/wD98QTT3ga1WlOSauHDUOtMIT5SIEYxaSwNxE2NzfzyiAlPuPZlStX3OXLl3NU9j5/EfFmZ3unoyCkxEW2qcCtYo1IRikoaFldXc0LXmmkCC+NZ1SsVAgEexcBfCWIpsuAVQaVGYrwwfhGmeMvZTBc6MhLL700tMxa/Wb2LW95i5ubm/PJJlz6IY7JycnGhlKo+ZoatgEPtKUORk+r1corutQ4gR/SZnlIhRf4qXGEeQ9pC9+nuJ+ens552QSNTeAwPjUttyZpQ0eQ3bChbwvhhxvSN5yHpWucvsABanar3fnUpLIWsjJ+7IMDocz6SDZU1CYaXkNlcNDEI2i3+jbQvqA3MLQxqAzG6QocqFDKgyj4hZyNH/vkwFhmfTKsEL2JIVlDGUtWXQ10LCSW6fH1ADhQMQp107aSDoDFTaFsqtfTpCFrindN44klq0oDjXGOhaRp5ozx1eBAheGukXIc5SbnwM1aeY8iXaUGemycb6ISOB7iuGmE2VTLtik8TQumSbpijT7sM9C2ju/ll192n/nMZ/ySosPSkj4s+WhasYbCF7SUQ/6F90PBL0mcEnaIrik8B4GzjLamWoBluEMejNq90WPXpPnPypvhsuugOFu2xhgA1DBTk1Me1s/93M+5D33oQ+7FF1908/Pzfq2pIbPaIUw7aAa6pQMPOPize8tDt3SDfjNcpOc+FS6W4BRxDZrnXung29TUVM5Dow1Zxy7whouVPkYftPI+RTB8hotr6gBOw9cEbYYPupqgz2gzfDdbGYAueMpfisAeAGyo8ZGyYEtcB+FlCyUrhk984hPu7//9v+/+5t/8m/knCjmB+La+D8Spw+zsrJuZmfFoLA+pcILLaGsCl+Eok0FsGqHNCnhqfKyTRzGNvkEUsx/6oY0NRqnpsjyFepKaNnQffISbsbyZjjQhO+MjMkslN6MDufFnMjM6TYfqXltspbawtLTkdwn+8i//svvwhz/sXnnlFT/EceTIEX8FOTtxSEOBYFsoiFPURjAQg8IOOAo7xJqBsfzGupqwrl696g00fPAFfkKtP/2LHeCj8RDYqegCNrLBYEIbeNiZCT9jywweAhN9YBeVbWO39+QlRYCX7CJka3lqXAYfneQ+le4bnyjcbBmm0XDLLbd4vqbCCT2EYhmw95anWNcmywB5hm/wkoA9292hZMct2/CKsrUwv+D5yA5Q/qZaalGrZT1IaH3961/3xujYsWPu9ttvd7/2a7/mfuRHfsS97nWvc//23/5bTxjbTZ955hmvKBCJf4CvfvWrvrDD6J6FHdn3yQuIBS74FhcXPe5UhsyUEKNJoVhYWPCM7snQAegCJjzDgFEJHD16dHADXQM/PKTlYH4BwAkfe8qsJ/FZBMtDdjWDSUVAQTA51gVXGs9whB8DfGwXplKAl4RotIX4dG+0YKDBlcpYGlp08cknn/S+OKCPiqhWeTMAfVwHLgN94AijWhnAoKEnqcq24QQflTiB8p1CR+Ah9NAgwmYyPEzZQ08Gpa/1pje9yWeaceZPfepT7h//43/s/uk//afu4Ycf9gb69a9/vXv/+9/v3vnOd+aG/L777nNs+cbIQHiqABPxH0FhoBUBkaZIKXBSGVAoUBgMWSpcE2qZt1vQm+7EiRMDC68OD+AZCmM9kAceeCBvQcemD3mhjNaCPn78uNePVHIzfFQG6CL4Ugdw4rwIudEy6rfhUTd/4EHn6bGeOnXKvfa1r3Urq+qxZnNEdeH0G48WNLqyuLgkPUlYBiYn3PL1dk88dRkwPeloQYu/KYJvQasCOHv2rG9YPvTQQ96m8H6Q8tbCMFtACT72sY/5Av3oo4+67/3e73X33nuvN1gUPBSmNdXy30lDTZQ60DpiyKGJABOh0f7S4lz0hY/C0ESgF4KhbII2dAVlDHUrJY1UquCjImoiwEv+mgjwkHIGfYsL6XHSMEEnZ2bwIzG8L4luPNpd3PWNhSbLAHy0sehueRv2G/qB3Ia1kS1qFwtnzpxx/BFuvfVW94UvfMG3nClwGC9ayzu7O751SZwt1bApa3TyhsJgpBFiqpYYtBDM01VKXNAEH8Fl+KCLgPLEDODiD/mBy/DY+xT4Qtq8vNRSYrwvNi74VOQlz6kDONBJ/uAr45ixV8OEtBku3hnO2DSGNIADWaUsA+QfHFub4qNsCCFl2Q71BLxU5Kl0BTtJg4HyBi95Rk8Gpa9VLDhknHd33XWX++mf/um89QoSC5ZmUl11u7dvsa/At2EU7lPiC+GH9zFpsvxzNbrsGhMPsMBhihjSE97HxunxyihDk8eD+dJzymD0cE0dQlxGXxKcGSmGDxzG09j4wgoGfKaPIe7YOIGHXkzstAk1nCnwGMwQB7SlCAbXZGXPg/Jy3wAygCjUdK0w0nSJrZCnIGgMk5ZgOi5Uya7qfZSciJ4QfngfBf4BAmmMlhKdiL3qoIqNjdFYlYFE75ukKxaufQYa3pjVj4UkEb9vGrCJKnPPn7B11CTDTIfAGd43mYcxrjEHRp0DpQbaiBoXLOPECF8renJj2Y6eTJuqbJvC07QEmqQrVvnqaqCbZuAYXwIOlHSVE2AZgxxzYMyBBBwYG+gETO0XZNIx6IqFuqmHr0L44X2/vBnH3+NAU3xsaqx7jzKWk6dvSTSBw2iKJauxgTaOHuD1QMagK4Y+YrEh7OKF97Hgf0vCSSwz42mTQwFN4jwIuoy+Qa9jAz0o50YlXUWhHkVlHRWWp8rnWGapOHt44Y4N9OGVzThnYw6MORCRA00OccTqNY4NdEQFGBRU0jHoCuCxxsiqaA7hh/dV8cfve3OgKQPTFJ7eFI9ujFg6PzbQh0AHKkYhIuUsLfRImRyDGXPgpuLAuAV9E4kz7fx1Wug3kRjGpIw5EI0D0VrQpYBUpnlf+i0gofL7PpvQfhHGL8IPny2evbPnAHXn7T58nVuNLbKHV1jOUwU7fN9xz4KgcNgg45Xh8FfLD1e757bA0z04BZgdwADR/r4Xfy9C8V34HN7vpdh/VxkvyPv+VIO96YXLvkNzR9Aj3+x7x7fCQzGOPdu1EN3zl3c5zgC1pbGrjxfIP3zv4e5Lu/diX1yfwCO2u+7XDBRw7K+YwGgwXPZMPP8ugGFpLW4exz6UXffI2ftaAnPvY+ddmO8i3vA5TxXgC9OiHkZbabocQOdNGDe8z2MF+DyOCp2rg7sMPu/8e/Jv90Lu4RVwk6d9zpJ8RtUrDmeMw+Y69+Z0JHSg5NPZz75edftFEY5F51r2DTz8GZ4wTphWmd0XyuL2emf4AGY0ch+m83wJ8ek+5BXx8/yE8QpwQlwhfJ++8LMPZ/C9mDZ85t6eQ3pIbu+L9wHoPTo6XlY/GEyjzZ7tWgeXxS3jafGdxTV8ljN7X3wuvs+/ZwLL4QdyszThFX00ftp7g5XLXi+K34rPZWnsncUNaavEaYnAabRkazftmSgGs9t9V9p8Qn4KIeNXCL8QI38M44DLjFj4Po/MTYks/He9N9oq02aA7Dv8s3sPumx9a4AP3IYjA5Vf7H0Ij48mI5ObPVs8uxLXYOT3Bdy8b+Ggu04AMMzc3NzwzuY53aEJh/042cZVn3faJLeVMC1FgFnXrrcd9tuRVyEzY+JEaHbkFTigL1VAZvi/Rc7cg3fbH78TVtdxsAOfQmcO9IEKrbxPEcrwpcBThAkvkVtoYIpxYjzjthL9R/ftyCsr8DHgl8EAH65Gzc1pE2WAfKQsA8CHbxw/RYC2VDoJHTiaQ0fAx+k76AluRwfhZYvEvQLE7AGXKcuUk7QpFQa8wAcPfzsTaU9UCXF10tyLQ/19Nzzg8PzvUlP3B3l/bBQm5192T6wU9Bk94DMauZKHPf3Zn8dB34T4jMZBYdVNB05oMvp4ThE6adsrA+BNGUx2Rl8KuZF/g290psIDLsMBTrNdqeQGvpCHRifvB6Gx1e9pJdTmnBZA7W5nwIE8VaDmAQ+ENhGgr4kTF6AHp97DnrhQlyfIGaVs4pQTWmAoKUeHNRHAhz72q8uD5g25cYZnE4GytrR0pJGTcKAHHYGfTZQBDNb2lg5ZbeBkplBWTeDDZqGPw9rIjhNVQiKK9zAT4fFn3RGMZ0rDCS5wGB5OcwnHbYp5HOYZuHaaBMqZqtVHHuGlnbbAM3SmCsBGRvDQ8Ng1Ns4QF/jgIbibwJey21rkE7SBj0ohFW3g9AYs03+erRxwHztY+QYHf4TUZcDzMTtRJSUfocV4yT0hFT5oQi+Mj5zmPTk1eC+yfJKwTUP+a8RAZBh4Lr4Lv8e4D3FgRFPi68CVmLYirhi86gYDfFVy7JZu0G9N0me4uKYO8NDwgSsVzlBWhiPEm4JOg085M9oMd0p8hisFDmDmvISuTEVS0RXC9fcBvvBbXVqbGTeom5txvPgcqGicm9LGRziGmIoDtrQrFfybHW6j/MsM87A8HRvoYTkYIX3CEY58rWiEbPYFIqwAwvu+gIwjd3KgorLtjDT8U6OGLMvuQeAcnlNdIESS1dhAd+FxU59S9sytu1qkZZDuVhFG3ecmcdXN0yjGu5n5WKWnMeXUBA7LbyxZjQ20cXR8jcqBWAoaNVNjYGMONMWBcQu6KU6POJ5IY2EjzoVx9vvgQJMtzT6yNVpRI5W7cQt6tMQ+zu2YA2MOfAtxYGygv4WEPSZ1zIExB0aLA2MDPVryipbb8cqKaKxsDNBYZsOxusmVIrFkNTbQw8l8ZFOPxxlHT3TjidfRkVksWY0N9OjIfLCcVswmN9maGCzj41RFDjQls6bwFOm7mZ7HLeibSZopaamYTY5Vw6fM+hh2Jwea6vU0haeTuvRPTdIVq3yNW9CmF9rOtyvnPvzdVKGqBZ1y+2LDDMzldhPRVMbCplq2jeEJy1sDsmuKLmQXqwVd25tdqcJg1Py5MGVfh3tHDQSR9mfQYhHehkfzsm3BwDcpN4uT8kRFoNBP4InNP8X9sdrVaLFrXCxtaMinquUQF29bXiFtwDc5xqWtLbddHeAwMZXJTS5AhaxdwabcmilCQr6F93FpDKFlWmiXBMbMy0m6EtIT3oe5GfoevVDZmlBZM2+YhiuNvuzl2PDYde/L8Hem+wapiKP4bPG6XWt5swsBkAljKj5/fajoRofpBrkHDzgMT5EBg8Dcn2Yv89s3brgpuRqVM1y5CGzTtvd1f8ph3hhtwEhDVzt3BttkZnm29/Yc4zox0e6QmcwMZwpcuCXDOBOQ2/bKDScH1L7gx6ClGwzoS0vbHnbwTE62dTFtOfAc7ShvRuNebiLdZRXo7saG215bc3Iw3yG3NPrSdqRvFKTGEasMtDgCqU7wBKnmww8uR13ZNZUQafXh/9mOqfFHXiVoOdBiXj/3krvyja+7S48/5qYX5t2tD73VLb32dW5KjsR3RC8ts5gBntmRVwjS/GvHxGGwqLXxbw0+8KytrcpXrYZyEvASmDqix62q0NlxaNAaHZfwTOpghS0dJ3T1Ucnt6191mxub7sZDD7ljD7zBTZ885XayFrXxIeYVnWxNtdxUa+9MvZjwDRZ+hW+o8pmbm/OHO6yuruYVg8WJdaV8Iydoo6zhbJ4yHtWQCT6t5l3px/KTT7gLX/uaW7v4ijv5uvvd8Te+yc3dfke7LDDMmKDMmS2Bzug6mQmCMsahGOCizHGljOMfehBetvvzPaQcEpOSuDAbdM2LAdyDEFmEwzOwMB4vf+Fz7vxv/Ve39cp517rzbrd5/iX39B8/7Ba//U+4O7//B9z86dO+sPvWYSQ7bTzk6gOXSLDbAPd+cxzZK1Aa/li83MMm2How+Pae5yi4BId/k61pd+2Zp92Lktvq1x5xM3ff67Z2tt3zv/ZL7uXXPeju+IE/746/7vVuWy00utIxg/HT62cmvpjwDVaOB5oRmoJdLU7Mq8EuXmPhAK5vDKlSfeG3/193/bOfVsv5iGsdP+nO/+5/cy9/8r+72977F9wtb36rN87Ej6IzAd+Mtlg0lcExHMVrWdw67wY68oojY6jdOdIoFhOrMkstDh7r3lXFG+T9taeedJekLBzx89r//f9wE6dvcxPCd+NrX3HP/6f/6K7oWKMT/9NfcFM6viZ2gG/Q1sTxO+Sdo5Osdo9NSxEeuoG8oh95haES39YvXXKXPv77bvPpb7rX/PgH3ZEH3+BW1Crbfu5Z9/xv/kd36WO/506cuc0dOX0Gqxa9NbYhww9tqXqPIT/bR14t+VYtxyelLm/oCOWBVnvssKODps9/+pPuxmcfdne85wfdkbe8zU2otTl5+bJ79iP/2V386P/jjt96qzv++gdjo/bwoA3+wdNUARzoBT0Q8AxrI/tuXlAzxKodejHJcMXEZ6s01jOlQGnuff+PuVMPvcW1xNAFFey7vu89qs1/2F34/d925/7oYRXybGUHhT1SMNoigasEE/LO7isjD/khhB+bPg9bhWtb8jor43ztC3/s7v7R/83d9l3f42ZPnHIzR4+52979ne7u//XH3I0nHnXP/c5vtcc3lcZkPiR5efLYtOWAw5tM1UJcngdhnAT3KfGd/+wfuZd/77+5W//Ue9yrf+C9buH2O11rYdEdf+BBd+/73u8mZufds//5NzTscaFNWaTyFvItvE/Avtw2AtvjymgYFG8tAz0o8BQMGAamp0MFlnDuM592y49+zd3x3v9FNfYD/h3jzVvrmrRQDXiHCv7Rd7xb3eiPuOUXXvDfKTMxeWGw7OqRRP6pgl31PgZ6YIfww/uB4KPkmdyuPPGYe+X3f8fd+p4/7858+zs9uO2N9faYs57OvONd7oxaZ5cf/kN34ZEvt9FhpBMU9oFoqZnID6EU4saioQB232NMPLtZ42ZF8zwv/d5vu4XXPeDu+tN/xk1onHt7Y609x6McHL3vNe6u9/7PbvX5Z92L/+PjbpdzEZF5JLlBZEy69jGt8MJwDdukq2WgC7hH91HCpotzXV3hi5/+hDumycAzb//2Nj18k2G2McvZ48fd7X/yT/sJjXOf+kO3K+Mdu3tp8OyagrFVsKvex8pDCD+8HwQ+Sk61uqXJ6fOf/kM3feKku+07v8sviwSel5kVZl1v+87vdrN33OXOa1xz/fKlttwiFnRwHkQYlo9181y1LLNu+jyeL2+aJFa3/6VP/g+3efmiu+P7vt/NahKXwLyOlTeeb1Ev9uR3fI+7+MmPu+vPP8erqCEaXTVyFUtW3zIGmhrNlOHCFz/vNi684m773j/tpuYX2rU0BbwQjr/mte6UjPTFT3zMXX3qKf+1zfhh68VORClth9XknRjTtyZCvOF9MR89n30hb8vmolZrXP3MH7ozf+b73aJm/PeFTIZzp25xt8sQ3Pj6I+7i177ajqZvQ+VjH7LmX5S1qlPkIhYe4/fy2efd5c9+xh3XxPvJN7xxL8tBmaPFzD6E0+98FzWuO//wp/Za0XsphrqLRVedTBjtdeJ2i/MtY6A1Q+b5wHDFJSnLsbe/yx2/vz20oap8H492WBajya5b3vp2N6lxsgtf/JxaAu3j6EsWmOxL38+LEvT9JO8at6omT92aCPGG910zW/LRqsLN5evuFbWe59VFvuWhN/uYyGhfyGq7k2/8Nt+dvqhxT+YbfB5S1oT7MhL/RWqZWY6j4KFizVbQXNRQE+vUb33HO/3yyNI5gawQHHvN69yJd32Hu/yZT+Wt6FjGLgpdxqQe12F0PgT9LWGgEfCEVhUQLn9Da2Zfedmdfte727sGexTapTvvckfV9bryhc+61ZdfDnk30vdNtiaGYZQpOhXr8te/4k6+/R2OFjLBvpXBnzly1N3y7u9yK49/w119+sl2FIxAD3mXwTos72IZqibosbyunDvnG0RLb9QadY0z+1DSIsGY04qmnNIoYkzr4pe+kEXf34AahIYmdd7oHySfYZpvCQNthXL90kV3+ctfdIsPvNEdvecezwdroYVM4d4rjFrd7Cw8pbWZW9evuotfeaQdrUTBiukPzXMFgd2M2+HJe5Z5yeHSVx9xU4tLfn0zPR7fCiuTA98yI0x3uqXxzstKu63JX2i2b4eGxj4yMhIyy+lpG1U2EW1ob8HpP/Gdbmpu3vO/ko6sxb1016vcksroVcltTUORhBhyG7egc+Eczpvrzz/vVrQE6+S3v8NNq4VVNxy79zVu6cGHfEtg/crldrKILbGIoPaRVNVqiKHw+5AFL0L44X0QpfbtjfPn/KqMY1q1sXTXXbXT0dI+/vZ3umuPfMmtnD9fO91hjTgsH+vSVaUztdOrQp2YnHCby8vu2mPfcPP33KfW830+eVVbmKrYV6BK29I+ixNverNbf+kFd+WJJ9poIxSSYemqSz/xYsnqpm9B09LyrWGtwrgiZWlpvSy7zHyQ0Ctrc0XwCqM409qUcPzb3uTWpDDLZ8+200b8LWsIxgJf2WqoKimREId8De9rg6dAZoy5/I2vaU3zqjupbvLk9IxvPdv4Zhk8TxqyVYvspAr6jsavr2gbP8HrArBHMSSWmbGkUmcsQq9rxt8bL73objz5TXf0wTe6mWPH26kqlD0nLft+Qmujp28943s/O9mO0GGN3tB09aI7wfeb3kAbz1Y07nz1kS9qPPltbuGWW/3rnsUUZcmU7ei997lJ7Xq6+vij7XcVimb4Ds011/zOHI2KsuJM5+qjaoW9+j63dOednURUPUk2JttFbTxaoLus3aEbV6+2U4yogR4JmcHbbKiC7fg7azfcce309KEG360yp/dz7NsecsuaQ6AHVTd9O+LN83tzG2gphHlYY6nPlsagj6lmZnUGocJ2lUp34cwZtyAjcY0xtWujXdBLCTykL6lYV5950i2p1zOn9c8+9FE5zmh79HEV9BVtcLmhzRJ76c2Et1+Nf+NwgFYuRnbj6hV3RQ2ihfvud0fuursv4NZSZsv3zuqKu/50e4mr9aj6AhZEbnKIwyqaAP1Atze1gfaClhVmO/fVxx5106dudUfufnWbUdTmNQq67xIzLqb10ie0sWXthee1KqCtMLGKeI2GxUDCJZEpexFA1ftivEGfQ/jhfW14We1JK2xLFeJRxjBtpr+O3ITI8B5R7wdZsUGJQOFJyXOPJMFPUwYmBp7rahCtfvNxv+qGMeVBwuIdd7rZM7e7a+q10pPyclNZHIVgujdsXm9qA23MWdPEHl2lI3JFOXey3QobxLhiJFoaS6PLTYhVS9awN0ZK39eqbnGsvFdlKMTbNy5vPdt+NxiamJO3uiOa2fehLrOIl1nhRfV+5rXp6CpuSeW+c1RDyNPDSANGyc8N6Lr87DPaeDKr1VL37mW1puxMX9jNu6S9Cssax879c+xB6/uuSf4ZDX1nspDgpjXQvgbLHMgzWbHx4lk/vIGrSkLWQCuwo+IxU6z5W25xi1pIv/yUFEbDJYRhakpLa9cK7EO9rmoNpcTp+ZKPAvfPI6s8VzW8cUOtJyaZ2B7s39cs5J5pWdxpLc879uC3+TXRwNwLhmnvzWG+Sy2zoWnPKsRNbUpZVs9n7lWvliOrrEGUfavCUaSNZ9ZEMyS5delC3mv16XvAqsQR6GRVnFjvi/QMCreWgS7WBsXnQZH3m64fvBhgXz4lTNyKtk7eokmmbIkWAi4p6FXw/XulmZqdc0vqLm+8fM6tDrtsSxk0fHbtlx914oewq+7rwOknDniGwWVprzPJJEdIONLxQTKwbzxX3bcjZ98zWTPJS3wbz2yn7aua9mANp10NV+xrGfyyd7HxAm9YPGsXL7pVbQ46IidkzAHUgVnEac9HNSQ5o9Uc19WK9v5wsglID7Tmj8Gya81kA0UzHMXrQMCUqIX/0jrBEBLX0ti1Tvp+44AP+PYX4q0FSwWTY6vW5CB8WRNEC5pkmtYSuxxOYKCNNnBZzce9vfeJMniLMvK7OpGEMbYTmp1mGd9uAKtO3vwpIzpPDxx5fuokHCAO9OCbmavh497oHABkZRLDBR7/J09mOrCpb1x0kzHM1775hJ83mL/tdo/Tb78vFFB4mePL+BlmEPlMaVJ49pRckt75KndVunD6T3yHm9aKHL9VvE/ZAdvwoR8p+Gj593oSyAq8qXCarhttRqe9tzz1ulLlLb/4gttUq3fx7nt8dGAWg8nN+FcWhwl+9issapjjhsazV7RpZVG64E8nkU6L+UWwlc+GzyKU4bNvg17hFXANF/f8Uf44HWpit/8GQeuiars6wQSFs/Jr1675o1zsWKM66fuNY8Re1dIoHNtzDE+/TOUEh+sq5IyHnbz/QXdV3tDcymrbp0ZQMI026ALPuiYV9x/3Q5er5TbZDaVx6Asaz5yTv4dJtapz14g1iUSAHGW0qWOZTIg1k/YdjQLAkVeX5Y+C+0vy7raT8sgr8ZyjmdANaIO3VghrZV55ZJXNhvJ5WYVyVgXyhuCsSk/L+AwvkZfh24cLeBSQzS03Kf/DV7/6ZXf+6afcPMcrSa/6CUaL8dIqvn5g9BOXgw+uXrnqC/iJEyc8X1PhrFcGKnJPWULWyu+Odmye//KX5JrujNvQxPpF6V0Zn5EbR0JhbPmrKtv+bFAtuVuRo/9zjz/ujgumnzBU+n4C+OzIKyt3/aSvExceQgtHXl3SoRLYLuyrN9DizyChdUotizrBBMhpC5zswEkBZATCUwTwITTggw+8VULcj58hDLkyFIyVG8uupV1NZzSWdVJjyGUwjDYKBAaakxB8LY3ihUHPE5q4WNbmhyuf/2M3r/wdEf+2VdAnpsSHmhU6NEEPlQAFryxPIdph7jFYKIjhOakxQd7tM2TDIMnSGq41zbhzIsdx8Qpa+8FlMC6y9lWtsFu+98+40xhTKb4Eui+XwDd80FiKS/RS0Lc1lr3y8CfcjAz6Kfiu90qwD2avF+AAF/pSiq8XgJrfoe3YcZ3qI1yUAU7fSWmgjffoZmUZqMi79VSWX3rJbWlZ5Km3vM3drkl1jHZVxdouA9ui73hlGYAHLfVUr33sd93U8nV3UnZnV39ebiX6UJE9r4eUbQK8TFHmsCPYDfSCRgoGGvuKzErtSVVmg/ctGNBvsDRc7b5fGHXiG3zDYdeeaSl0YhY7kFaeecrNquW0eNttPtkkQq0QrOEjIvdmuDvwKe3x+1/vLn78/3OrmnxkdQGF38fdbz86koYPYa1am64QQM17MyAhDvJaSltNmFXRQlyel6q0mDkfBNfK2ef8ioCjr77Ho/N5rtBVjyuTVxkujAfhyB13yJ/HEbeipZLurW9z3XTBJ6j4AR/y83mq0KWKpH2/BpfRZPf23DewHgmAa7wkquHrkaz9OZMNvjO2tQYax0j0YAnmqKwdce8X+FNT7QqS+6rAZqPZ2+5wK88947Zl+Dj5SN1gAa5OUwYrxBHel8Ud9J3B5Wp/wEJfBgm1KLSCZwjsuWqFgMWLcTVcwArvu8G2NhHjz9d1WveSXFRyJFIvGMDvhsO+cSwWy+2uPf2Ubx2g2PatW77CbyGuftOGcHrdG+wQH2nsfa/0g3zPcWWCqIvL4lGxMv7MKoB5nVHnQ4khtPh8D+/bCfb/zmklyPx9r3XXte17Uz0rQp10ISSLb9e6vaYQRp17g29X0oT3dWAMGqdfPBafivCGHO1PyT3vQuav23+r6qVIP/K0JXHsG+uoF2XwaWyxZJawqzmcusHg2LVuukHiGY6qa78waxnoKqC0jlKHvlsLErSl4ZidrUuvuCMSLrU4TLNvg+TbqJ09fsLNa3Z5RcqIQxgfShSsFw7Li117xR/ke0rY3fIT4g3vu6WRgPznVZ1Jh6Ochbvv2VsF0DVhj4+ZcafltSTHV2vPqqBncy8ldr8HsMJnU4rC61F+7LtcZ3JjbPiGjqya0bwBZSQPVUwOeFemI/k7pT/6uvvdlk5kyX3h0OIeoMzleRqRm6EM9KGmUcJbfvZpN6Vj3Rc43ZmAQKuUpR2j+2+Wlhp96Z7XuPVzL7rcu133lAf3tX5D4+DyWMC8qvHnLbWUFl91t+/G+tbIEHLDDliLhpNYdra23crL5t0usBKFfBy6x4ayOmjPeOP6NZ0p+JxbUM9nesDdg/t4nhnhpTt0wOyxE25Zwxy01DHeJtN9aW6iFzedgTZ7tJXV5nM6m272WHt4I4bcTCkWNfaMl7QYbixTNgQGLWzD8sr4BJzwvhJuUHninH9Cu9DY6hslYNwzJs9rV2FLk5d0xf3kFQhSCiAKARkQU+6YMIeFJd5ZS3f1lVfc5ssvuaVX35v7u6kLvkpPjeTppSNuQb2flbPPB7tB7WtdLKMX76Yz0NbIoDZff/FFtyBDGq02D+RLQZ/Ukp9lJpwUhnFjOUTjMMhR+W1Vd9UKVXmquG/r4KKoEY+DYW+olcTmBOv5mExj5GpOXW8qbdxgbmnCaZRCHT42TY83kZkC45BsUstQFzUZS6BirpvnSj3NCGppVdCChhU3zr3gDwJuv+5PM6pwZCiiXurS3QvpTWegpRGe5rULF9yWZpMX1ArjiHffiotgCU0l5tQKm6dG1zAKlYEPo9IS66UVEb73raDZSot1yWxV69YX77nPTS8ttXMSQW6mF4xDL6qgr734vAPXOMThAOPPy9o9OK+hv9zrYMzyIB1Y0Gqs7evXXb5dH72IiSMOK9pQIjXuby4DHQiLCULmMOeD8ee+jUYXgXF8D9u+19RVXteidB8C/F2SNvvJapQi1kgKVAQ78HNmhFe1TGvryiV1k1/tQdUaHqmBFNnbcjsM9DYtdQ2ljMN+DgzS0lyTzNbU81nQssjce10m0/0Y+ngTGGFW9NBC55xDDLOXaR+gGo1aVe76zMTNZaAz4tmzzxgjJzKY9zpJtE/WVEQPlG5RNfqOTvpYVWvdh+BbRerD8zqSAkUhiMKWrYO9QTdZuzOtmxw1m1kFunDraX+yzrJWHPgwSnKLwvBIQDIjCbS1Cxf9xC7L66rWPQ+K1Uou3u1m1SNmjTwtdh8ymQ4K+7CnuykN9Lr8By/LC9qi1rzOZuuffXM6sjQYh2bN5w35HmDh/DDj0JGzNlLgrJW8zZZtzRsw/tyxTCsWNZkhZtKYNdYr8g8NTh9u8oIei4VVcFh5MymXAjZv0M/4cxXM4vsZJgrvvkdDYE+7dbll+FYIN6WBpkW7efFlv0zLxp9jDm/YuBdGZOb0bW5VE4VbN+TngzAiBd2MYjvTB/yb8YzNIyxdXHjVq1xLXdnYwXSAwxfm1RLbeOV8PuFkrbTYOGPCO1QyE2HGMyo5lr/NaLffnNwp+JCiHKiC5fCFTXmTzJdJUunWxFW1UiSmjAxWLFmVGmiA258hHIlr1kKiRTvZmslrcy/A7FsMOkwxWwvzMiZ365SVs24j25kWA34TMAYZZ0yWr0w2jOVvapPKvLzOTcofhA8R5cZEoR+H1nDKvHaDdkw4JSMuHmCrYOJBjAMJ/8+0auckt3xiNw5oD8WPNWdGGLlNLixp/qB9eLP/FhFXLFCxZFVqoAFuf7EynBxOJsAdeYhjh9+0BImD/RTBxkUnJqe8gca14ppNFKZAOAxMq00KMJpsTRRQdz4it8wIc/7gztqKW8j8ptRtGXUCrPfEhNNEaypfx24yrZf6YGI1JbO6eIxnGxpu2Dj/klvQob52IIbJNBqnsvLN6qlZnXHoh6dsmWT2LRquCICStqBx3/jyyy+7zY3NdlZNEhEyngxEVshZR8u5gXPabjqN16sUIcMFaDZT7G5vqaC3Tx72k12HSWEqZBerhi9jb7+wLT6HIODMaE5nR/pQkfcynP2+wy9H68Qp7/DKt6oDmXaDZXntFifGtzI8TfV6ynDvpymoWDVvgOOiBZ0fSMA41YOxH2rlm0w+DH3NqyJYkyuADTu+rIeeGN+i56kys7Q52pky3F2idv3UCocy8L702GOPuV/91V91Z8+edXfffbf78R//cXfPPfd4phskqx1w2WcZ8d9orZEvu/IyuA8FZzAsffhMDQ5hOEQBh7kGtDiALQa+kf91rUle0zbepQfe6Gtz3pMFWmPce4YFAvXvMmb6uIpDACfwCLwnFPPK9xk5FJ++5bQmt16Qz+FNN6k1154vWVqfMPvxOREo0gHT6LKrwQ/ThPdhXu198V34zD1/eNKye9LZveHj2e4N7iBXgwM9/PFMsPfFe/+8sy1vgPKzLZ8m3o+DVgFYxboj+U9MAKMtMINneTW4XO3Pw8z0h3tCmK6dI+cPb2AykvmDTe0IxZkWeTbY7ZR7eS/DZTiLaSxt8Wowiu/LnolresI9wfJnz7yrwl2GK3yHLprx6HgvXOAhhHj8i+DHp5EbX0V2N7SqYkrOw2az8z5xDev9OAfx7daXAT1MyqCHOmI4u9EjYv0OxTnN+1z53B+5DS0GoJcMe3aZpM/KseGyK3k1fBaHd56GQpqQL6QnDsHS+YfgpwjD4httOOqf0j97b1fghffeSAV2yVDI4+Kei0Gc8X/oQx/y/kz/xb/4F96h/M/+7M863hPP/vB3SuBq7/xVAuu4ksbeZXgsPsrHX9kzzOT9pNxV4sPV/LiG8S2dXflG2JQHOyen4Uc10cRyHw8nw+PTB/kJv3EPPUZb6E6SdCFuewbfvLpcR15zv1vT8jBODyeY+1HLm12hi7QE8IR0hfAtfvFaFqf4Lnzm3twchrQBtxiviGuQZ2B62qbbtBkOuxbx+mcZZ8KmCtu6JpqO6fSMmWyDSjtduY4YLI8vk5vl2fQnfw7k52EqUUsrDjgEmOPLNuRUnhDmM0xruOxqvLRni9vrWga/Kg1xCYbL7g0n37vBK/sWvgt5FL4v6mW3/Hl7okYJrdnFV93jFjIHSZxgU5mOMqA/AvoPPgJ5CPNRTO+/KR491KPaHTyhpbTr2bmgddKCoyW9NHzGx314Mttj7+vAtrhcDT60Ufas/BltIbzwPrSTHfBwGo8lBzCG+Cd+4ifcG97wBnerxuj+7J/9s+4XfuEX/GkVONe2kwiIR+AKklSBfDHcwh8EUyuR+aqA8K5LWRTLTcgpN3XfltLWXZcJHnCYM/1uuMibDWe0VIuvf/0rblljqEdlXLap0Kr4okxR8YAL3uOEfVBn3lV8CN8bPcjKanXw+fx34WUIo+49MFHI9bW2zNAX9KOb3BheaEm3ruN5UL2flk7PwJG+d9CvqwReiT7HJ14aPysjBx/AOSWc9Hy21HK/Jr/ei9pgsdVNbll6cIKLv5bGsMliigAedB65gYvA1Qp8CpyGA9zYg256SRz8Pa/KSLLE7uhDb3WcTzOJbumvUv+zjKMX0NNPGTC5TWg36K58teCz5eSbNQwrnfM4K3SFvMK3jfW23aJ88y5FgGecYARtyI6/Xrzslo/Wl76k42kUyPCSjMsDDzzgTwFgiOP973+/+zf/5t94QX3+85/3BY1joZ5++mn3la98xZ8akMpAYxwp2BxTw+kOENmVqYo/ofg3Pv85tynhffPsC651Q8dbiUGyEt14ICPAfx0oel2nr6jQLWpt85bGlbsZaA8QnIK9eu26X671jc991s3oiKLcCU8FVnjGEU0oZ6rTHQw1PEMhkRn85PQRM9QWJ9YVXN5ASzk5UQLa4GFXuQm55+HnPufWlf65i5fcOelkLx5anq2gQxen/NQKwsPyy00597mhFvxTn/1j95JW/dQtslfUS4M2aO1FW638VERC5xly5GQajoeCxlQ4vZzEgWWVASoGTkvqZqDJMg2fTW3Lv6Hdn6taZnrtG9/wQx4V5HS8Rm4c+waO2mUgk9uWTiq5oQn6ta8+4i5prslNa8WP4HSrzMG3rJVWlHMaRankRtniNKHzmk95UWPz1pLmmDmh7ju0XvOa1/hEZBgiAI5SvO9973N/5a/8FfeDP/iDvoDfe++9vrBB3G2aZScdhZA0qQJ5ojBQ8Lq1oH3epSzrivuU3FQef+AN7lVveqhdsyJUGYk6wc4krHXcj+BSoBlzvqEW8bOf+aQ7pjzcfs89XlGo7cvwGp/tTEKOM0JJCWXx/YchfkxhrKeE3MBHPmLjAyYGZFW7K1dUYO3IK/JQhgsewb8tFZznN9fdrJZp3fPmN7tpjWdyjl1ZmpAVxktaK1R44KsTPO3K586Z0+6ZL3/B7a6uuLtv16SyGii03LvhJS3nzYELWlMF8Ey3pr3+c2wScltRPqcm0+GEllplQHkTk3zFeu6F5922KhLK2zGdNLSt4cVerWfwwGM7kxBe9qoMSOPLlHCpK+9efO5pd+0rX3J3aNx7QUaa+Z8qucFLZAVtxKEhyrsUATqwkVRw4LpPw2hDtaAxEGGgpfUzP/Mz7qd+6qfcX/pLfyn/dDKbAKD5DkPJBH+pA4a5bstolcmerQ13QpXJCQ079BugDXz89RPwG3FBM9hzm8Jd4GcVHHhn3buqODHf3yJ+YChpraQO4KACoiDUCTuq5M+rgOEM51bN0GsMqE6yPA6FrR98eULtKLysdew3nnrCnVxa1ERXPbe0FPZjNePmuAa8odwhu6bKG2WAHhdGpU64qp7mvM65PKOGyax46PirGYYpA+uvvd+tfOYP3TGNKy/W7DlBG0aTa+qAzOj91z3ztSo/LQqt1TCcVvyBD3zAPfzww+6DH/yg++hHP+oV8V3vepcnirj8MbZIwMCgrClqIxgJLlpHpjQ8834/Plr/U+6K1j/jQnL2lvYyLX+Ya40WPjAJjBcBGwNNTUjvYD8uH9W3IJTB9oSgassZrT649tQ3/ZE8uLSsOuSU1MAFF3xESaErVSD/yAh8hod3lXQNmBGTC7QhM/6gzd6XgfVjijIEyxrH5JzAW777e9UracuCb92CwTV8JjvS1KWNtLNypnXpjx9217Ss9AQtd8ldAgLIPvSGE9pS6r4hJn/oCLQRUuKENgK0wT9r9ZGHMn7yfkPDLleeeEy6r/XP2p1J2JHB9hVsCf98hOyH9OCyFqfpZhin9F5wmYSfoecpHbny/PPe8yF5LMunwfD5zfiIPamNzwDUuMJD6IF3Vr55pvyBz/SnBqg8ij801giDYT/0Qz/k/uJf/IvucR1xzjj0W9/6VveOd7zDJzAh2hWiubfnHGqkG+DbHyANVxW+de1Cm1pcyt0d+vwJRt1g8Ilfh7bdDPaUxrwX7rzLXVeXa1PdKAw03byqfAKfb+Ag2NU/RP4x2Ya0hfeR0XlwnrbCbHgZnt3MKMCzXe1Gw7eJdY+BISaVJdv3rigrn3ZfrM4Xxpf506fdrno+G5fbHglzuVXg9rRlsuW+Dq5OzPWe2gNoezpPqiKd9SD1FwsctsqiEl9mfLfUY93QpPyp7/5T+Q5CNm95nlTwL8wN8M1Qcl8nWMWNP5Xpk5qc1zyCgLTLGwBK8JqsQxzhfR28deOYPgA/1A+7t+914fl+jCVibPknf/InfVqIsvehstQF3Fg8lEVCYQxqTbPJ0+pu7TlISpuL0HywYWVbqxBWddbdEbmz9LzL8pY2F4cUesicsiwG+sX5gBS8PdewSlBS0MrADPwuk82s9AXveavZEVi95GaFfWC8dRPSgO/Fw7qwEsVbkXHcUcW6oPF7AjJkuVgTgf0HnPS9+uJZ32v2J333QtwgT2PpSWW1ZcYZmtVO6EX6gX23jigTTeuaOZ1Rl3U6G2cNaUiSQRkRE4TtTFuRwuilR2d564U7i94r2kDfLX/FxFXvi/EGfQ7hh/cGz97tbGlrvoY3pjUsZUeTWYPA4qa4mm60W2LaUSjdsdZZXbmlyFc3mE3wBfw98WSVJz7XJ1S5zct9615oxla0NKzIbmEOF95QS75O6ElXHSANxyk10FZ4iteG81YPXWbdWMGBdzLvTEVjyD7vqVth5DDDP6Mu16z8f6zKicv2Rnvdaj0C0jYWzRAV85K60g3xhvfFfGxrzfSKeDZ3591uWsNTjYXMjkxrSeWcej940duwE1ZS1phDEJhaZpa1Onh8j1U8Yy35rMbuGwtZmWaJH8NTmxqawheIDz3Kex26YtHRTef7wVFqoA24XfsBeFBx17S8bnv5mrpbd7Sz0HAhYxx6lhpdXeWtlcN/1t1haU1w7BS7+eY1hs/mkeaCLLR0ZEITOvgYpiW2lu0otEq3ubzUw2QNpnqxE8XKytWWllKua0hxVn5TphfTr+YyarBJ1tPB4RWde07hyUOXct+kzseSVamBzokdgRubVOIkjimNS3V2txogIKu1p2am3Zy6etTo+HY47KHJ1sQ+XmAYM77hYnRHY/esZbVx52Y6yXTl24ETVjT93nnW3b5MH/wL49lB5sR4tqVllOvyuz7LMVRsFCH0aMG2I0X4zYzwnHadTi0ddavZEVi9IDep87FkNdIG2mqpHS2f4Th2nOfPS2g+NKQsGBOvtFq1MK9x1F0Nb1hLzAupS43eS6GSfm/KCpYQ0eZXOwNrWmLHrj6OM/IBfjWUN0PDsWis/lmzlhi6c1jlVsLPg3jFsML2jetqlMhtq4YbKIvGz6byw5CYnyg8qyOwtALtUAWryYbM1EgbaCtEnMSxocLFmtYp7YQkNKYsFGbNXhNYEcAa0DUt9+snpLQFVokV85O8uxcoaGUetGaW1RO4/ZzJJnbbyRqTnmfLNB4JVbGvaS00BZ2KNch+kXU3/XM33TDJULHS65iXR0AffMVqXxOzKGt8teY1QSnHScz7bGqX5c0YRttAZxJhwTxDC0wQ1nWMlEKYGJmWJgvXNFlp42QHXdAru3WJM9atkFvFyqaida0EYOx+xnaDpaytKoQ+vbioyv02jam+5Da1+8uHA8hHRfby11UVXR6hiZvMOOIgiV5HfnbkkPzqqi9FuqhAhW9CflTm1GulJb+erWPvNszSF44izj6fY+G6KQw0wmGzAcIieEXOFKlPvg4VnRUB+Bhe05hYfupwDYgps1qpKIkbOx0VQxFXRvAm45gq6HPq+aQ4g7An67N84A9kTptkNtQqzJdsDWlweuIeJEKRj4PAGCpNu1ZnBceN557zZxDmFeuQStyhLz3yGA4dsryVCn+NDSs9Qj84eoBq7PMIG2gpS6YUa5qsYFBjFmEdRMgKzpTWZs7rOB5OdLGCftBlqlIpE7egwzGmqjxsqLW6efEV3/PRNrm25IYs6IOKn8llNl2sy1OaDweUj0Hz30Q6q7OYBN+4cN4PKbayFRyxJsVq05HpL8tbp9Qw6ljJUQGksrFSEf8wvB5ZA42yeKXQ+O+6xp9bGl5gd9FBBAyQ73LJyLBdeevyRXnWazuBb1ciqa3hQVA9GE7PJ6tYNVa/qxNVwp5P4xVaZnVYgYOsDvVEYUNqVFWh0lIlMP68pX0HLGlla3eMHmvfxjNTFA53aB0/6ecPduUbyAerSdpPI/07sgY6WzvhneOvylH+tCaapjNPWo0XchBmSjGvVjyrEtqt+kw3ehSslPrUt+JHUmdfaI38MgJVsd7gcF9tdPDdVOISr+GWq4lmThO8jKlS2Zvzd/sWiSXDg2lIsSt1xipWLY3EGM6Zx8gy+fZJbWWl0AMOW7xZ6rdx4WW/5btH9JH7PBkWpDz3aKb+Sr/lkbp8r9DsEB73Vc/5+ywP+XOAW8du+Ce6yRsy0KzgaGnbKaECvcdXVL5S2B7GHpRinOJziJCz7VrHTrR9O2SKa5BIF6bdu+9874kIfshzMa195lsY9mB2kU+YQPdhmsKn+I8ZTzjpZlXnOM6c1gTh0RJH+1m8MAM+n53khp/z+yI9+XOXtGwdnpc/avK0la0IsIleAOcwciztm6r3hWj+sZ+4ZelN1MCxv9J4elmGq+NdwIvwfXjfATuQB6tdJvHgKF0PA2kr02cRwzhh3PB9CDO874ijyoLnlrzozar3wyouG1YMSKPkhCA67kP8+YdC9A6ceaS9m1IY2eeybyE8/z3DV5VPfybhHrrsjppafzauZFe+cm/PlR6hKmp6S1eEU3y2eDheAYfhsfc+fjZmyRK7TdWei5xTlvmwDeMR1wLvizV1GDfEZR69SBvGKXtWhNwL26yMTXtFwLn8jEJL7/ErLiHEFb73Hws/PtcB38PP3egBrvEuxEd6y1PxPoTd773BNFz2bFePK5Pbjhy7b2qIgyGhlnZhht/aD/uVyMMJXhtcrkanh5Px2MPRj8ULx8WL31ieuSDf0Gz5ZnUJoQwmsEJ8OWwD2OU6SFzDF+bH3nWDV/at410JHw2H0d0Zv003S0rxGjmjHgfncRJssxjxO9L4r50/YRzTEw+jz7QhHJb67Wglx4aGXQyWYaV8WJ7AZ/fFeBa/qCMhnjxOcBPC47XxzmizZ4sXwvPvMjmQz7LQ4sQSS9wRQZYdq843LL3Fwc+pHb/DKRb4Os0DtUE5Hh8lhONrD6ILPiF8tnhcyR8uCfHR3OFTVd/YGnzxmafdFu4itZvpuvLjzwMEpr4LuIdtPx6HXoXMMFzE4cQFDpZcUlcXP65leaNCNr4YXK60tqggODh2R+lXn3/WXWQJmVaW2OkgHr/iIjR4iH9fgrlcNHz+ZfGnAu++aIGswMcfp+Rc1eQXeOwUi5Du8L4Ir59n4KAPnLSDbhCgyeBzJUxJlsta6bLG0si5eXeVpW3iiedhoA9FfhgcD0Q/PMNL3OQaPr6VxQvzYenDuBiZLeVlQ7saL2qFwjFNPKFL6FCYFthWZqC1iKsMtr3rFtfi2JW4+BXG6fuMdHv1llXPV8Np8ShvoT7b+zJcHe8QRVY8wvfoCQ77i6cK+Tiil+OmrquXMSkdX96UP3hcxaL7yE159mAzGVpewitwCB1lQK+2NRdBKMrcv7QfxQvLHkNRVKyb2sW7ubHpLmrDSkueJLe1yiSEA074RvkmULZ552nqklfiWn7r8hnY+EFHR8CHj33zrW16BFy7D/PJ+2LQ4ca9TxcICYGxGEvSkRmeUwXwoiz87TPQQsqhlZtyVdlaWHJHObJIz1QXvYiuyq+dJME1NNBV8cP3xiOM9KImT1bkG3pXhsPzSTyyPBEPnoGDq/ERWBYnhDvMPbiMh8Y/o83yOwz8YlpgUhDgHZWP0RhWrNDIWvUdGZ4JFcpFjR/OcmhBVln1wwPwwUOum/KKB75+A2kJVBpLcrd7QXnCbSz8msoKb5gn4oOHP28sZTLKDGS/+SjGBw958H8yQKYn4EwZjDauYRnACNMgWmYzz5VLbuktb9cp3u0DDryd72HoinmGp+DwZWG2E1cxbtWzN9CCsaQW9LTmfjaVt5Yyw4ntUgoKlE8KL+Eb+AhcTe7+RcQfeAZ8/pAd19BA94tKQ2/zfaUBGS0yGEwtmzrQYgcPgtwXxAynrg2rAI75rrIEIIYMGjAqMJXCMEygsrioVn1LNfms4AnoPnAoCPiGxbUPcMULO7kFhUkdKAzoBzirwsbxqRQAAEAASURBVJSGOIh3VJuL5sjTEPlCJwn96nIxb0c1ljkt3w4TcgTULU8c3opOhoa7CCvWMzTBR/S/7hFiw+C2irVKL9do6WpY8eidd7m5IctJrDIwrbK/cMddbkdDL3PavDJRkS+zV9ivVAGavO5r+SFyM5yD4mvVrUm8MtLFUAasS05tUWo4B81NkA584AGH4bG8Uptz7M3atatylPKS98ExmY1jWpwAVM9bK2iGhwTW6uuZOIhg+WJ8DoNzQ5swTn7bm3y3z9foWVzwGV28GiTPAdqut8BGRtBjckuF03AZbeADd04fysuzZLqiSZ3JpSNaw2pHJWlISd/6DcZLcOV4+gWi+MCZ0oQTBz6ssNFIPlXwUOgPkS3ky+ijYhgGZ69skifoAh+BK5VaCpzgAq7RBj5w857AN2R5Q1vzOdZqRi1WQhjHv6j5A9wQ10A0KU/KlJuQwWWRwLWvfNmtyibg/IqyqMznuTF89mIgfJa44goO+IGMOMUb+ni28me8rEhe+rpVJ1FOzB69Hhhp66QvxVzjpcEPcfj7jPFbjONqvfGR+x9wk1kLLIxbA0VHFMPHy/C+I1KNBxz/+LWZMtB+yZYEFipLEf4wea6RndIoSXFKT0L+Ga72YIIKuxQXT2jTOhpsOjPQYfzSDJe8NL00+HYtidr9FQVdYXpBKxNU0DcuXXDbq2rhy0AX8wXO8N3AOLvnqMMIG47itQeIvj8bXSEefw/NVFK64ru7dUwThNmuXUvTNzIlCNMazn7hmDzYaHRZ7oY3NTzldC/gHj7wcj1pDyR7FIPiq5u/kDbSFJ/rwum/yVIXcgPx1jUIv63ulilLAyi7o8gqDowOTlxWnnt2b8t3ZgS6A0jw1axiAbQpbeF1nMcKnAZ8S0MEG6wEOHnLwWzxtoxkV8vulCYJ5+STY1PbhtmGfthCewoufa6KumF4cV+wJt/dMzLOdvpNoc2WPnMhBspbVq5mT53yrWbc11YFo6Pqe8z3RR4OCnv0DDQCyQzhOg7W9TgrT2SHImT5oqDT5eKEl01tH+4VUtruJpUypDNU0PCeOFta4QFvvPdBGy/MeBfCOIh7Vt1sXbvi1tVVPnTBapKmM5Yp6KaXm7bma44F/yUxw7B6ykYjzpZc054IQuoWckzau8EaPQNtzNfYzrr8OExq/Al/vj6ktHTduJh9ozVhxojdcaz1XbMa/YCaGlUrDKre1yBzgCht4q3QrMsAslKCVg+VLTw7IPZ4WkLcc7TENMHLEWrtj/p6wHplDDf+2XNz1zaH2AiypYprTqsmcq+RkSrWYfVxWvMZLW2cwWkSzpx8KMhtWBx98TtUqr4SdkYeLQOdFWZIwG8vtSXLa6bNVWUnbc0/oayZUpjjpnX85vpQLbFIOl5ObxXaqvflUPp+GxoTT19QWNgGz3LEuRMn2nD5lpQJPbIv3Fax0nWf8gVdLTHlCzoOquHaI9fJPlcZMj98oOWMs4ekQeQZkOlNi/kD9aSxCRxEfNChiof95mu0DDTUZQV9U0uh1rRgngM//brHfilPFT/L37ScuPhTOjTWehiDGaSDyBuex6bU4sl9cBxEJipw4tN7Vku2Vs8+f/DzB4U8HojMgspzXU7AqEhns4r1MFRc1s7AzQMGelN53NTiAUIxf8MOoxTE0fUxlqxGy0AHyrKhHU2bap3On7ndO+7uyq0mP2Y1+ozWybZ02jGrFVi10C1kNr1blIG/VSlKrBq+MmNB6QjzwPK1dW0omNZhowfiA7oyw+0P5GlOOrX+yrnDd0qHWaMeNAz7OTRkiNH3hrT+eV2bwjgDcFobww5NoIdDAdIqEw7swMtePjyVsmD1YECs8jVaBhqmZAZwTcqys77qfTn04NWBfMaJC2tFcQJvvh2s9X8gGSogDQth4VPSR1YCeOdWmozjyKLDFhhbxUsbyzetJXZo8hhUeo3lKTNy29pKzdCUXxqpxgchZn0xlD5mecRlLDYBFwIHHYaiJ8j8aBloCcLGNjeuXtFmlVank/7MeAf0NX+b5aGlpXasCGBNLScgdwsps238KuKPVcMX4ebPFaWX5WtbVy/7yqvx06DzzO2/CbPLadEcRNzhvP8AW2OW2ypZ2veUVzz8bUqXZ0+fzs/9tMZSDLwx9HFW/uDpteJtj3CQ/IpVe42Wgc40gSEDHKu3NBY2bVvVD0EBMqWwXUzsKGS1Ag54CAfRAKpCGquG94TV+clqIdzDcoacH8fM3oXGsQ6oJHGUFxuKQW74eaFLT6CgH4jsCoQ2LjOPv035hipWfC7jqTH2ErsCmf0/Zno0c0zDL3Lej09v31vl/UHZhUgKM1IG2goQy2hYHeE3OmQGOhI/+leOLilYssVSu3W19g8sVFi/g2pdMHdAmcknmnjICtiB8aiAmJYYk5g0AvJTOgpxDuIxRiuzTr478bQVaENDPjtqRcd00l8nL3XimIr7YcWs14obYkLbLrRjdNJVB/LgcWKVr5Ey0MYuusmc4j2j0zjYjnvoQlZrc+LxxPSsPyLosOXRKrum87WubvIkTtbVFfXhoFo4pYS3izNLtqb9kq3zbZejxD0E+WxcZkHluar1xRNyezovvhy6kFXwU9r05IcVZRs6TmfPLHiTPZBYsqrtLKlMKGQiVkaK8H23MoNfxEHtuIWBfvPbch8cpC/GK8Ksei6r7QaF5fOhH3SCMxJnNLO8oiVbuNOk2wxcj0+2wHDYtSp/w7zP8ZUAiY03xMV9+Ax61qfSKp3SEkRbu97OA8woyWDNV20Ye/ysmWx/NPIgwVHQZ7TKZOXZZ9yWekDMJ/jsiSaC0Wb3/mXCH6PPUBSf7f0w147ylgkDPOaDgwnCqcUjbiarWEN+DII3xEf6GDQBc0aNoh3ZB9xAcGaipwG5ZUbc8Nh1kLxXpfHlOvgY4gjvgyg9b2s5SwqhkAm8MxHw2pQygAcchgcPdoQtCWBn9Ya8Vt2aoy8yJ//Qx43hI4nR2EfyPKrtspo7ecIv2do4f97tanmZHMO2jTPwp0TbbpueGHnPkRduDHaRHntfiD7Uo8E0mRlOe++2tFRLvGAZ2+xie6mWyXSYSRXwgSvHMygVWSFm8nLxzjvdtS9+zuGQyzEmnek8oI0+7ofGCZAuAbym/3ZNhRO4IW1GM8N0HCk1py3es6pcCTHyAC4zXDHgka8FzklUY8g7TdJzrl+6N/4RLxY+YIXBeGZ8tGe7hnHr3LfwbdsrwEQjCBd6loZTLAZF3Asn38ELDtw64qfZu/LT9for8jam0xx25MFuQ8Lwzt6DWrIO7LI4nASCP1xo4mo0l8Xt+i7Iy4QUev2bj7lr6iIu3jnXdmMpeqDL/EHD04Fxdc1I2x0k/m+hDf5tavwefKFMe4Co/RmYKKadqILvaXjpXS6KZsbiV8+/5I489Fa3jl9h7QZlQnVQ2g0f+gjOKh/GdQkwntDTcapANq9fdctqOc6oJWandBBndaWNa6qlCrbdqK6LonY88KDzRpvHKxpTljcyZ3oJnk2tZGEDyKrcFazKSdKcTitBbpOZ3CS42vQUIyJzcKGLyI0TVYYZI4Y/HLqwrSHPbeV9WW5Rjyv/wCegl+Cze+KnCODDDzS4rBxgv3g/iJ63OC6oV4AYAw4iCjmKQ9qUCgNeHPaDB7+8yoXTC++TdkIbCpz+1vim/HhVGUJh4IHHI4MxDEM9L5VvxE/t3VKXi9p8mZNftE6TLeqTogW6jI8YMILx2D9E+gE2cMHHPTQiw1CmkVB5mBQEcNgfZzvu7MonrnBfl5/lLflzmFI3eUP+cnfWN4aSGzSgf4aL61Ahkxsnh0xonNypsF976UW38JrXtu2waECu62y2Ea6prcxAD26nKrMLbcgLuVkZoMzB39gBbTXjCC5wUwa2qMylO+jupvynLB59yG2oYURPaJiKlfyjk/AQXbTrMPrvdUGwJmQcJzUUc0O6tqLeD71ZvplegpuGA+9SBOgxXCY33vE3CH2tY/I90CtAjAGnVueUAFpl0zqKZ2oyvsJYfsBLzXqMk7JRTAkVAzchhy3zt93uTuiIolnlJcyfpa19RU5BAYM+asChYAqkV2AZjw11lS9J2Wek7EeAq1Un8HKKForeHdXWYnARjMf+IcIPBW9Xp59jxI7IXwkF3k7lGJa+suwZTDvmB92CJnu/qq7ylGg9+ep73FH1LMjPMBW8waUgYFDq6HJZvsN3JrfWHXe485oQm9Rw2lF8vWR0EJeeD7goiJaHEEaMe4OLvJCdL2/SzRQG2tc6JWWARhGNDPVz3KR4fPzOu/Z4jM6KJ8MEbMeWnP9Dn6eXgjggSOPXtnh0TnKbkNyW1DJvYR+kZ3YYBPpoZaBI9zC0WFoz0JTrpSNLnl/ouOXP4tW91lrFERoO7u3Zat26yAaJl+PIlGHHbxWWT1qtx5zRUijCgDJtZydIHNI2JNScR34lh1pinITs85rREeIK79uZivML73JZBXIL8xEHUxtKEVf4TAyWRk7iitVOgx4SeQ4/oHNIkDm/pnVoLKuE8FtNo4CA6HKcgRyHxVmWPsQT3pfFHfpdUAaAleOTYSH407JlTHHpmYeM/vx5kJsiPwv56Aek5ZneD2Pl7FYtuvq1ODncIfDlMAo3hoNrsfwVotZ6nGx3xsvj2jesvwXu7Tm/0lLz1ZHFal+L77o9ewgZHoMrRB6Xf86+rWujAz445jRBaLViR/wsHx5eIU8ef0aKv1c287TZ/d5zO6KHk+E26iwtz/674SS/wT3fp1WDt1SbrmmRf+4GkXQZbcTpuM/S874YDHa39x5WkAejJ8RB+vy9z/GefP23Qh564bXvOcyMNnv2MNWKWeVQTxXylnpf/l3GV9IbDP+h5CeMY3ENvv+WweqAa/CDbyWg29gLcSfVO5yRjq1rLDNfUys2gdP+OnAVeFb2zfJtedj3DGz+ZTgMRk6n5bEdy//qx4d9sOyDIdO1Ko7BJ2qImxppVz1Y3Crg1nfGnCSF+fNQs7KS5c9QhvjsPoRfeZ/lPU9TQksbh8XwGfd5J8/0rtlUw0oOAi1ofw3ybc/+mtEANJ+nAL9/x3MXPnekMRlluPi2Dxffsn/+Y/bDOwt2P4mVrwrdvpEmry3adcU+MMX03Z75lsOz2plaiL82Mg8f/wjbmrzhoFiE0f6U0eDjZu9K8uQhWdQ21BynB1TyQxrLl33OcuQf/fcAln2zNCzRYkPNmiY2QwNNYovjaTRaMliGK7wa7PAd9+F7D6skP/vSBPjC9EV4Zc8Gy9LZ1d6304RPmqxUFxlPY/gnCY+5ascFQiaYzmT5UzvGnmzzDyU3IV/5bM8lUf0rDzvjhyL7d6zkmJXctjSxyQEDBINj1453Jfm3eEabXT0w4BXSEN//s7xYxOwawstiAsSHfbDsQwCjKo7BJarPQ4Yf0DvywYG7AnboTWcrb3hvafJ8BO9060OIz+474Ad0drzP8p6nKaFlHwbPu/bbOcmNvZ/m6tcaciEOYhZp8LR4OG2m+mdB8vnowmcPt5DHIq52zhCX/mU4PFz7QH4CGHZfa4gjgHEgt3v1irrJ2tE0oe4WQwejEKY0C86JL94NosbFDkuwmj1ZfoLCBw62u29KdriEhCc+FOK0Xx7sb1YOfSbYTLPLTtBDcrqKtaqa5NC2KtY1LY1sn36T/kT4GLSxg3ciGFaURfRgQzsSA083GLHK10gYaOtf0FXBfeck44NM3Ch4RhzCgo5SkDdq7zncIMpBUFVBz3pB3eQ9et8KRNHz2dI2b7Z446zf8+ZQyi3TKXF8RmPlFOqNrKt80EKwVlXqfITGZUONCpwkzekIt8lW3GOuUtFBSx+ve/hSYav+Xks5FcYSuGFNX/K57qvRMNBZ1ed9cGjSBo9VjO36UDAEdQlvJF6WN4ZjdnXAgD9DsQTxgdipSApUQk77VYEovA/uaifhrE00HVq5iTFZ3mgEtOT/2E/wHtr8Vkogygd2EO7IuRXnEI5K8DtBNcHLrlWb4G0875Ga66NhoDPuemfvMtDtbvIh9MFRoQX+GKUjx9zquZcqYqR7XdktjqRAVTkPW2HE8U7UZeRsq3BVusP0fhqnSWpF02srzh8cRD6LPE2Xhz3lWJdLhV2tWccFqw9UVIXKN0Y+KvV0AOCs5GBY0fv0Dg5t3qNqAKAHlGS0DPTaej7RlDtJSt0SHEYwmSKzrKylyTEOtLQZZWulAf5mbJxZt9KzTwSuqWKdUiXFkVKjEjhQAJ8crOTAJ8e3TMgsGW596T1Mq9djPdZDbeSy8sYQ2qw2hTHB2zE8NYIF7fAb6KDG5lThbX+q8Gk/jtkuMIfXQlvOplj7qxodD3z4ESGEip6gQdJmjX47DGX+tvp9ECXCbZtKP9Gk3sO0/CTMatORDymJjpBzQEzhve3MGfkPeWnvVJxIsAcBUyXLQWB1TZMZMra341t5WkN0qY8niz2+zqHNO2srMtBXu5Ka6mMseg69gaaIm2JSG26ryzKrWVqCn2jyd4f0JzNCdLkYluH4K1tTGzabU1bsVd3imF3KMu5705zVQmwY2Lj4il9ix7JDglVeZWkP/J3k5vmmK0vttlWpdrTEDjyDaTOwm+ktJwGhs7O3njlcBzN3Iz8rTPRaaUmvXbrcLfah/3boDbTnYKYwdJMnOb3XWmFB6/rQcjrLI0fV72CotNGmyVBZk2fGM1VeMMBWOWxcu+4P85zX7k/GL+19KtzDwvUNAivo2aqTNe1M8+EA898I36QXVnmy8qa9Key0yl3aOZ/YDQaG0qYWjmhiXqfiyBeMD5lM2w9pf2PRc/gNtJhqLejV8+fkfOhkvsQuLYvjQmfdNqsY1q+2dzcB3fQlq3/iIsygVSqKlcIkWDuB0s2k5zOv8+zykJLoHMkQN4GBntKyTlYEEBpk2/7MN4IcC91GtLF8zTcqOALMQqosVDYkDHGfVzZDzWpH4Zpsxpa8DxIaqeD6zGev6IffQEOBFGZH/hDwSTuj8TD8JIxKsIYqa2rl6cax3MwHXwjsazpqKhU/NWoMXFbQmWiiBdbR80lHchzIWd5bcm41rfHMdU3wHoaVHHGIq4bi1cLkRmNCew/msi3e1akO3xeOv5qVm9h1eSPczHaCHr5c9s7R4TfQUhZa0Izdbmg2fVabPhjTHZVgLY4ZrWCYWlhyG5ooJNj20+R0WAaSIwoQSF4UdBsqoPU5qc0DMzU8JwZQDsVti4pF8wfrGkM/cAOdulKF40GP1R9PpsYQyw3bn/YqXf/iMP9IB1kayKKCg5oojMGeQ22gwy7JBuNhGk9i0weD/z5ICKMSZo5q04PGxfAPwOkqZrzIP3SGtMakKRXcrnmk9ZwVdHxwQPP0sROO1uioBZZz4j+EJVuMyRZD5RBSMeIIPU/Ih7ccGLs1nFuJdltil5KEFHrKlu/dLelfuBMU3RyhUMtA2xgwdHEfPqek1ePSVmnM8CZMltKYq0rLS0z8IW3RaMwqEU6mYG0m7iu3OBnDKhkREOKNSU/IoyKOaPQFGTaYIS7cw25oo8esltjZUq1YvYcyfEF2hrq1PNIY8C0xLfG0Y5RC+iqHkIbCnvU+BKMDVwMNEo9Px7H5ilXjt+jsjHxSE1I0h0IZeiTD/gQ8Yt4Hp1cbV9q9Vn/8VfB9WFRl6Yv0FJ/L0nR718LBdK9A7WaIcLJuabimqPksP2zqAMem9tOvMjQgY82EDXXgtt9jT8x4ahMecxXeW36GucI/Toq+9tUvu3UtX+JEmC2dTgH/drRTKyIZHdlEXhxCAD0mK5ObybQjwRAPwMehPLg4jYO58zVVrJvyQ3LkgQfdruTndYdWTISC0oFPOD3sIfJfTIr+tXCSL7/jrAnm6Kel+2gnbHsaOSTAeFpMO+wzcP2pJvBSfwSuSRz2B5kFB/Rts8nj4stebshxwuvpYKeCBODzW5zYGx+hFT2NFgSPBtCkemyTGp7hRHIOLN7We3xzgCuV3KCJAyuMj1yRI+8HKW+ty5d7rxOEmAk5JsUycgrIsrp617VcjDO3hjkRo5dAKCBXhWd7c8NdOauTsXWUzZpOCLl85YrO9tNxSRJyzABNMHMTYepYn0EYWpUfWmLbMsobMs4XnnvWTasbuab7SZ1rF1U5CxlAdpz5dk2GEjzIG2XxMo1gJEN0wMSAcDTTDenIpBT1+tmz3knUlgrLFfGX8yNj8TXExzmBsQP6h1+HdfFpR7p26YWzrqXjr67K6RMhtYGmYkUn7Zq6vEHTNdG2joF+8UXvO2ZbDaIr0h14IaWJUrGCB7uBHcGAEaKWAeyVyhuNhF3NfVyT3C7KI9+qss88wrZoQXdSBMoWJzKhI8iO8jaUgb6FU3B7hLAwUztwnAvH1HD0VUoDjdBawrcgI3ZVlcGClmnd+qpX+e3CKExsA01B4C/GkVcdLM0Ue+re+9xlKc6slPK41kWvywn6cc2Qh/ztSBfhAR4ioxPCwz1XQgqcBpMz5uZk2E4KF8WvJafvt9x9jzsFrRHlZvg48uqGKjujzRMY4YetzpxpNy+du4CDLjUUPA2S5wmtyknZmjXajgvPSekK5Q29TIkTA4z+z0ovl2XUpkX7qVfd7U4Jv88PPI1YqdNwwEBzfJjRG0FsOawd2acrt9/pVl88646polkU/7bVeDiScLIaA42MkBmNIuwr5W9Q+uo1QeONIvTFf9BihLflgyPfiSb/CCMXMv7hanNSy39YyeHdIIo2QqwWZRlfqmBXvS+DMdC7rCBzksyUPMLhMMqHiAV8oHz1kyjLa0uFe1abbNa1XX1LBTx2w6AsS2Vj28llpoxAm/ngmNTY80y2gsPnMaHsYtJm5ooe3KwWFbDZZkveJD2OhDSEcoxFTz0DnaY3ENJTeu/RiqGbclTD5Br+LEbFJ20HQRn/vBtEzSyvayxzi8NvVdOmDtTcZaHqfVncvt8JJwpKQWf8D/ewo+QkKac3K8ysYsBhvTfQ6snFKnw5npKbstUhSWWmPFh5Y0iRlTctrbyZXmxvzVcTsCSX8V7FpC3M6ZxasDur2sHLME1iGkJuxMJVz0CHmBu8t4KwqRl0/CHgAEWlw4+F2bcGszM0KvNTi3+DHVU6jbTEMiMzdOb7BEDlw7b2zYuveOOWr+DoE85BRqcl5guaeIjubWlnnV9Tm+ngQeYtFW7KFSs46OU16dY3ZnkOYeG3Zxd6cJqk4TVvP1IxLwHcQ22gPb1i6uq5c2ptarkTBlrBCo1/GKEff86dulxbOlORdd2NhLA50QjCtnw4lsxvLlLPZ047uuhu+nBAFcZApAeGmJbYriaY8GsdGoCB4A6ayPrug6bvkc6DF81bq+qxykBTKeVufXukPWyfrQWL90Tc3PqDByS/JnqtMXlxuA20lIVJpVXtIGTJDA6HfGiwqxKH2e2SRYsZpd/W+XyhdzRTpji4OqGUdZU7Y6R5wrata6kWDqLsFJWUdKahYg8q5xNOqJJpO7DX0lQIbDokr2xFk8qWd+urXitr1yc1aehDYnpT6ak/tFk+OVa15Zulkn5RwwjZj0NtoCkCLKdblycxfxq0JthGMgRl2TtNkqJ4nxwNKErZZBM8bKIVuKHWpjDlm4sCNoycGKc1YcaYLLqITh6EgU4us0xAbArbkf8KXK0SqFhTy65KT4dVFHavMsG7oclqfzp74orG8htLVofaQEOsN9BqQc9oR1NrLnN52BCTjdkxrzPHjmqN5rRbY/15AwY6eckqYQ49BdY704LGSVK+gqMk7qi8YqJwWkveWJXC0WuxCuBho58eK259GQrIJ3bR0xEtcywq4MDb9ukqV9vFYYRoOfwGenXFDwnMnjilccwRNtCZMZ7WrrQpLZ5njA8j1g7J+6777EDK4QYMNOtNOcuvpWVa5mxnXyZG6IX55NhkBY7GaA/CQKeUmTUW8iFF6WluoEdITmVZZaKQRQbrmijMS1rixlEsWR16A72l8dpdrXiY0RpiCn4T3a0yIcd6h59aegObF7T9lK4yIdea9mPM3ypFSdWlJO/IifXCrFaZlj+EaVVIPoxQy6WdYYhpd+79mlo1EjavXJaBXsk/N3qTepxBxDARiltfLzet/x7VELKKtdz0CFje6ldyNEBUrPI1Agb6up8ozE+DHtHultlgzifEQG9pLBNHQgcVUk3KQI830BrDxECzVCufaDooYofAS0vZKjl/Ko5ktqXlgwcSTIkSIt/Who4tGWjc+ra0o7CpEF0fQ7lpF+aU5q/WVbnSQyCkZmUseg6/gdaedpg7IyaPcrAaHePFhpudG1rbvXwjOUlVXfFYNXwZAeDcVCtzSwaanVzQPNIh6w77szC1+WZbKxwOIlTJMkpesp7CtoZvtuX9zW8Ka3BpZEp9bGn+oKWe3JZa0I359LYCP6RwDnXJobajS4k3McZu2yF13TckR2skn5eBdtqttbUSrIVONSZWwa5YNXwpuaJlUxOEu9tb8t/dXglQGm9UXmay4UQYGguczm5jtk2SkExmge5tUflIbna4wkgPKWZ0cQLTtFaksGmKTSuNhIpy1y/uWgY6ac3dJcf5MVcyaIzdtkOkqqkL3iSfshYKsFF+Jjw3M69oSVuYFexKKVNfscqImS/lJPxsEmgmO/wiT2t4akPDU2xjTxnK5JOslRnoCMM3rDIyA+1pDHQ3Jc3RYWf59jt42X+gxh42hRCQHB2th5/hHlZmLRtf65ZLX4sGQrI0XO2+W/q+vwkuRmtT42Hrr5x3c298SC2XeY/LV0xBjd837C4JQnpS0AVMFsrT5ZpUa2xVJ1ZwkKycDkf18haSiAc7vGsVaeO5zAiEafu9xzAzGUM3clPLCH3PJ3O2Qz6i48toMNq4pggGldbztA5QXZOnN5zvzKhXl4IuaIAW84JmdKXE1XYnrE0qMmKTogsHUT4fkpsy4u9j/qALJjfgpqDN8014wMUig235Jd9aa0/w7qA76Etg12LQF8qK+x2dKD6lf/a+XxytOoUmjMO9340jTFzDb/0ir4yfMW1TtTmOwxfUarEtmknwZRmBnpC2yvwN+MHyTsGeoculMVq82rFW07eiIysL2Syjh3xYXgYkpTyZ5V9d5C21oOfl6nE68z5o+ShPONhbo8HkZs+DQatOZXA5C3Nemx6ufONr/oQf5DgJzUZ3NYi+vxhOow0A3Nv7vgF2SWAwqVjXtc6bTWGzcilM8HJLQJ/B9vANDy8jBqMLkBx/NSG3t1vZvI/hjYjOgzK4XMEfPg+Cq++qEaTmkzZkwCDIe6Vh/HlCLcyjd97VK2qU7zjW5i91aMlD2NIdd7htnbHoNtSCJiQqBCajJmizoZoJjfPtaqJpSXJj1Urq0ARtRsPS7bc7p+3r27aSI5HcDF9ImxV2+xb7OskEqDapLKgSyk9gT0hfSFtsWorwjqiRN3f6dnkkfLH4Keqzychos/I3KJLWL/7iL9ZKa4iefPJJ9zu/8zvukmZEccw+qZNBOicvGN2xTmEt0IVISk/3Q62V6WeedFvPn3Vf/a3fcjNf+rJfo6mmZg/4/eM32la0NIzKZ07Li3yXSyNVnbQVsjrAI0aM47p2vvBZt3DpgnvkV3/FbWu4Y0Ktl92etIUI69OJE/YXXnjB03TnnXf666BdrjAHHfcUZLrDwjWpnsHU44+7L92Qflxd9q3Mevjq09QeRWwPA2yqklvX8jcOkED1YsvM41JXdUK0bTz5hJvVaSNP/affdJt3vdpPqHXwIeIDuvjUU0+5JY1933abtiur4sMAlPOyF+96fJdzqym55Zx65BG3qnXrn6JjLnr9WLtwUiZjBujghBjKGXLjmiIwjLGrRtcOq8GefsZN/+7vuv9+/oLbMX31o9H90FbNR+wIdHCoCfbxFbna/dKXvuRtyqD0tTh2piyAzBSBqxkxjrziSCOOc/EGGuHFDsLN0Mbc44+6xVO3um0pCqcTTDAxA2MTBRSGQsFZgdvqDhnNsdFxNt+CxjK3nntKx/HIcEpJJlFQCkFk+pAdBpoTR7hHboMqS1c+kHeFXfHPPf+cO8ZmDi1tWsZ/cqIJNeihoKOTGK8kdBnRwgVtc4zNqldw7Zln3OaR447mSaoAbcgNPURuZqBT4EMnJ3RI7BG2eaviWaEXpAZLqjIAXOwIMuMPWSYJyE206fRId0Q9g5Wzz7mVO+5ykzo+j9UqscsbtGCgsavIjity5P0gvGz9rb/1t0r5AkAAF8PHP/5x9973vtf9wA/8gGfqIEiLMMue2cTx+M//X25VOwnf9Nf/uibWst1oZZEjvaMQTLN3v4FTWy587avu8fPPu/t/+IfdLW97eyQKqsHQ86EQvPa1r62OFOnLi5/4uHv2/77q3vCjP+qOve7+SFCrwWCg6f1wdFLqwPb1R5avuJMPvsG95v0fUAHfX0Zi5uGLX/yiPzbpVTp2C/mlKm/k+eIjX3KPv/y8u086eebt74hJRiksZMbZn0eO2hLa0mhxXqoH9M3//Jvuyuf+yL3pr/5V71UyDuBOKCajC9KTp59+2r3jHcPxsVK7yoyzZSVZbWcIdN26seKdtkyppZn74Ai+J7tN10DvyPK0jMmufFzjmKaJgDxTFu6QhtWLF92EVt3gGKqJ0BRd0DKtDVMtbfn2J0VrU0fqAG1N0ceqoh1VOHOnsrXrqVq1IdMaKm9UpDOyJZvyxxG6+g2zEvMemXWzoXVx5cvszPIDmKb5FbmK5MBDDnYMm+fE45lgByTWRVYnHku1JtWVXNeCeRwKLd7/gB8v8mNJCVoQRrfRY0wNaa6T77pxjD7G2CflvnJF59zhsY8VAjsaCrCJtrrwesWDDoZtaK1Yxco1pLsXjDrfja4tDWlQ0Kc1NDWZTRAm46XoQF7oIX9GX5389hvH+IXcWvJqt675kTX17jjINYXcwAdt8M5Ovk5S3ihTwsOmInRxSjo5lS2xAx9lMXaQ9vm5K5Mb8FPqCPDh5YyG3HagU63bI/fc6/XF5EqcGAGamCBk+JfhDXp3DDEOSl/HMjuMM13hf/Wv/pWfCHzf+97nfvInf9Ldzsx1EKxGh2i7Dz4PdyuYhE2cJGm33bQm0FAS8PjKVteYIcy/x5HBD+9j4pOmeHAcAdVSS8UffyUhYqBT4DT67r777rxitXd2jUJfxjd/XBJLtTTeN611w4QUdIV5NvhR6QkRZDTYK9bUrn75qpwmrfpXht++x7gaLRRsCjiBitbex8ABDCtNOxpqwEkSOmmn3yQp3x5nG6tVQOSD+xQBftF4IOCdb7I143cn8+zl1r7hN0owOjjV+/Wvf30uO49rANvluWK1CNb/l37pl9x9993nPv/5z/uJid/4jd/IM+7j5SLNXye5WcdfshjbkoEWJ/0EWqJphCT57wWUXXbTHH+llRwbqox8GECA3fBYK+yihhxYefPzP//z7tOf+nRem/M9duCYq00N2+CDY5SdJJXyJeMXh+Bua6ldLrfSyHFe3nXXXX4y7bd/+7f9RDlQMdqxAx76vPdBP6SYHU8WG8kBw+NUpgmtiOFAXNsJGrMEmB2FTFZNfeQjH3E/+7M/61566aV2xToAso5qi6Uhzz77rPv+7/9+P7zxl//yX3aPPvqou5ptSQYx3ZNkge5WZqQ4Wmhids77EzZ89s2eR/qq1tC0Witb4i2H4sYO1qVCdn/37/5d9/u///uOJXbf+V3f6T72sY95dPAzmpHOmmJUrNs6c3Famx1u1tDSGXcTGvpb01BOxsjopJpczpw5437lV37F/bk/9+f8MBWI7FtMpJx+w/FkLc2N2KawhtpiMcnoCmtKy2enjmp4Sg2IFE6TrMyxNPKHfuiHvJywpz+sSVdvQ307sz/72bErw5a9sEyEcCTzIMfyniYDtduaTlFhWy3HvnuSMCbKRGYHmsxOVFyWf4wjmwFWNbu8kVWAvgKilZZVUsMgtsqM2WRWblDZvvrVr3Yvy6j8wR/8gfu+7/u+YcB3pvUVa7uu51BVdkdOH0+/oqIzE809cbLK5OKSPytTpTBrHcWRW5GKP/iDj7l/8k/+ifuRH/mRfCy6GGeo50zXOIKNlVMtGbDcQI98aevkDIc20yjaePmc29ScDAbbymNnzP6fqDQZgiL83u/9njfKP/ETP+F7PW9+85sHll1HC5rxE8a7rHBHy31Ner0hVlyOFFrXeJg30JqwsO4IheFmCrhQnZSS+OGcjLBYFJoM7733XvczP/Mzjq7yBbUcPvWpT7kHH3wwKhutV4WcaJ1MagjAJppAFKsQRM30IMAyY4ZfmOnjJ92GaLVx6JitWmuJsUzr3//7D/vhKTZzmExj4jI2+NPKcZJEoyxCA8HgHoprRo/f/KaeHUNwm+otxAwmEyYFaS2fPXvWfehDH3J/7+/9PUcZPKWt5gSTYV3c+Rg0CVACZowvM/6rcFa7+FjF4Xdo+TeJfzIDjMHa0lbhuTO3+wkLIz4x9mbAZ8qCIaYwcCR8flJ05BzANxSCWWU24fzL//Nf+pll1rAT7PvQaLNahYqViaYpGa9wi/fuTVbgJ1vasCKH9ozZ4jTJh0iNB2RCQwl5/fN//s/dj/3Yj7m3vOUt7rHHHvNrhsHVbyFvZ7D775qGNxmjZRnhQZQ3q+S753K4r6xW4dAFGbn26SqAQzcjyc6DU3OETW6/+Zu/6feLvOc97/FroZ/RxiZCv7z1BtoEflxdt+/4ju9w/+7f/Tv3iU98wq/mePe73+2XEnnoDf2sqwbaunLVLWj1CNtNmSy86YKUgiPhGaulJbatY71SBGTLltN/9I/+ke+C/fqv/7qvzaMZ5yDTtCY3VLH6U1SyYTI+3zQtaNFCXYRzq9lbtcNVY+2by9lO3EhEWgH++te/7n7u537OfeMb33Af/vCH3Sc/+Un3kf/6EV/B0pWOOVHIeCyVDZOfuFS1PCC7pkK2Ris5ujmVt4kZHdqshkSKMDk16a5fu+7+9b/+1+5tb3ubYyXcj2rDFr2hQUJuoE0o73//+/345H/5L//F/Z2/83f8jkEDbIbcnlNd/QThpMZotW7RlqWlwnVQcOF3i5NiMNDyL8xBpDEDbg6RF92tn/6pn/YV7l/7a3/Nr8u8fElOqBK0ajHQnJ7MKcqTarVbyBrY9jjaV8mNMVoKOuf3cYxSO8Sx0CYX5gs+85nPuO/5nu/xy7XAca+6yvRoCRbPPwz6k7Uct7Vmd0OrifCwyI7dfEhxULiHLJ3xijLHCfNTqojYIGbL72JkFxzAp/fzhje8wX30ox/18z0ssvgP/+E/eF8qg+DJS5EhOKE1nkwofeADH8gHvUFsRA6CpHaazGisa1kYkzAzGnKJ2VKonY8mIiJM9Q5mVdAvq9XZPog0zsoHL6+s3cqM8i/84i+4D37wg+6Xf/mX/QTG3/7bf9tPOkHm0LIVHVIOzzF2aO1ouRY0sXYdwxzHbHnwh+dH9LIWGgJpTPgADwJeDJpZK4dsEuOPwDLJv/E3/ob77u/+bj9HxDAkw1bDBpOPXxrJprD7XqdGg/yuH0CPlSGOVK1ooxNdp9c6c8tpt65FCJw8z3OMgNxs7oBhja985Svun/2zf+aee+453wO6//7BXB50SNmQUAvQjYIg/nhOHcxQ+IkmueGcVi3HMVdrKEtmAFLnoUn4tvNuVitVtrUOmlllQgxSw8qUFRwYaVboULBZ8sMiegthXHvX79VgrKv1vLuz67cK+5UAEQxWv3lpKj6+oKfUgFhXbwTDDA+8DkfIALAo7JQ7hjhoNDFEZa1nWy0QAZUH4ZdGaqknx5NNyKsd9DQdUhln6MgbCeIpB+HSa12WIzYaRbEMNHiQFzpw+vRp9w//4T90TzzxhJtXhUcZ9PaUSqjPAt5hoEMkZjANab+AgdVfaNdzW2wA0IQFY7MssVtdb3aJX395Hjy2568ESpeLI4baPjleL4BxWmLkDBwsleSPVhjBZpP9Q4Qfa51QqGlNsgttRnMZ0laPH73JC0gEfIcBBJXrtHp4LElj08OOKj6/KQfD1mcBrKLHyhsVKxvIcDeKPAn2rSptv+99xaqltHMaV+dkld3tm2vOx3SUxgPzB3NqoFylUSSXFrnfkX6ZVhHf7CY9HFZOYawJVuFWJKt8Xdo0RgEwzLEVoTIXfGjrnmfaplrQjD/7lQAqDDdbAfd8UGGD5FkZsykZ6VX5QTAmZKzw0Yb5QX42RMRE4blz5zw4lMgK+zDwM2DtC2vXhYOdnxzSicG+aYNo8y2xU1pqx0oOtcRSBeRkvjhMlrFwWflmwmxSlfgsu3ZvxpDp4i7zMhoZ8L1WyWzDNohFqlRhnZUrfBk9Lp/oJjvjdb/szZ0l9ZvQMmMZGiR9mAY4GGKYxrH2jGNCFO/Doh4LX4jbmOdxZchS4DGcOV2ijUmZ6eOn/K60bTmexycHxi2k2dINc6VGp9IlhPiHgUla8onccPjEcUnIjXHMDVWsZqRT8tLnQfwKr/4h4Y9vDWmybubW29z1Jx5Xo2LFbzrydGZ5iYne9NNgxuIncFnB0d4URo9V26BV0Zp7pFh4LN/htaiDKXEZXlrQUn759znqDzSm90Pw2hNBbqGcGNII95QMSl+HsyQjpNuVTFhBjzkWZruXttTt2NFqgHn5ciCAy/CEDOiWx0G/gWdKy2QIRuOgsHqlAxenOtASm7vtdh1E+rx3DiVv3967WK/0db8bz4r02Pu6cKriGZwtfHBo4uXk6x90MzLQW5y2IxoJFqcKxrDv4SX0pcZj+ZzKdHJRq1VeUVd5y7fEtGY/o9fixbhCl8kuRTnAIRlnY85qBcesWtGbkhv0EQxvDDrKYECPGa4mZDel4ZspNVQWtJuQjVQb2X4P30NXWYwRTEZc7Q+4g/KyxUklvQJMBAFXdsrgRo/t37iwHBRxESewYd7ls8+7beFaF4HXBf+alonxbRiXfUVcVc+sX2xNt/yYH12TVEoDz5Z1OMAWrUwVih0ZtFUttbt0/rxbuE0uJsVjavoYAd4xuYScafnhSpYxzWhB8Bl3virnMOuiYVutsKvCcUP0MeHrV3MoTorgdUZ6wjgtuphKXh15Fy0sXaSns4Gu6Pnic8+6qbte5XfATkR04E+vh0MkcL2A+0o2r0Qtb1pFtHruvFvVkrNFrWy4pormmnoD0+LptnQleRmQHTEcsYdvQpmZnmBLpsTHaZWvnflFd0225qrmZvCrosIRJhn4nrKFC1p0BNkx1IEceT+IftZqQQM4BG7Pdh2Ymjwhs5v4pNVW4QsXNDu+5NeZ4gPacHD2oc4XShJy2mQTDZ9dUyDMYctusRGHYQHfkpEwJ267I2oLmvwbPrtaZRuFNlU2yAlnOwTG9yZ1EAGBnVvgTBVyeqQbdp8KVw43KwtQNS+f1xN+q76W2qmAT7ICIh/0yVMMfGM0dVzVCowx/kX+kQ+T8qwiYrJsSr4qJnZ1xFYmN8M7MAFdEhrs8Nol+lCfwIHOQ5ef4NX+gzk5oVqVgaYxNK0GEkY8RvB4AnsZPpOPfkPLHCLVTUhLlq3fXGMfMbRLt1gKM6/a/ORtZ3RI54zbUkv9qCbRIDR1QEjQxaGxqQP0bIo2luEc147JCxLejJyJLy6kOQUbOdNKoXZPEVqbaplobO+EZq1ndITRhGg5qucmAj2EKW2/7leXB80bcjuqHXc60c7r6pRatktzaoVlFdOgcMvScWAsdNGKNidmZfEGfbemRtGUdO+YTpmnXNPSg5+2pG9QuHXSUQZoQTfqSkK0UgaO3HGnW3/iMbcgvZlNUCbQfeQ2bBmoPUlo1h8jZt0RhDm04RTDrCvMCRVrOhZ96X4581FrBFx0tQxPrFquqDxGG3RtZ0uMuLf3xfjDPgO3jas91MBE4YQc+K9oNl1E0+SNVqPDM2QEPv4sROGlYNMqoRWyquGZaR0FhSMh5MUf+MAdBZdlvHCFl4aLlmX86dUCQj2ikzvwdVZG89bTbk2Hra5fX/YrcmKerlLUE+gMx23356y/N8BneAP5sO+AwInz2+qSE5AfcVIEkxs0EVLqCPA9PvRftBJm1WPY1kqOZa1swnd5DPxGEzKCLtNLK3+D8LLWEIenqOQHhIMgLQHlX7EucUsD9/PqfjBpCNOKOGLiK8uH6WMRb1ncYd+Z6k+r5cLytHWt/6YLBu3+m2VmWEQl6WPw0TqF7MjyW4VlrFjBQcsy5F8MXCUk5IUqhy+mNbHq2uSG+0o2PTDBu6UxcJZMhnSX5XmQd0Zf8ToIrHYaJCcqVL5YyTC1dNRvCuNbmP/wvp0u7m8I32iLi6ENzYwvOChfhPb65/bafZ5j40cPQ5jch8/grBNqjRsYgXUADhQnM0TeQKlrzDimD1ltNxDMEUqETw5cq3qnSeo+E8z4DU1GBaCYMt1kTala//hy4JCFmLCHpj8yAKPNrvjk2NZkF9ulYwaDH8Isexd+r3tvxcrmfKa1U5FNYRYqVMY+J7k20fMJMz6toSNz3h++j3Ufi55aBjpWpkvhoC1moPFroC6xd5JUGvkme5nR3dL4Jd7RNrSO2PwLWyttaIorAA1SmxfzYjDw6Lat05JntXHDB7MAxQQ3w7PxM6ORxgQTvPnxV16maUyc8TsWG33FqjLHadeckelDppOxcNSF00TPJ6SP8zKntRmOTTocmHtYw4EbaFQZxduVD1XWJbaOHPUuD2FYGjU/RKLICgNbvWe1IoD1qByW60OkglLV6qp6X5s7gRHGQO/IXar1fHw3Msj//9/em8ZYdlx3npGZL/dashaySBZZXEVSpCSKlKidssft7oFku43xWPbMGP3dgL8ahj8ODBj+4O/+MJAbA8wYUNOQPBi7bbc8NGRKLVELJVFcxH0tFtfac99q/r+4cW7Gu3nve/e+d+/L7UXVy4gbyzkRJyJO7Of0jat0pgYQMWmwKSLkC1N/pnTBt+WGGm5tdAx1R57XNCmYvvG0f7hBofz4E9VtWtCGHXXNOLtmM7TLlg7j2Z5aEw3YnvJmB8rdLb87zqDZB8Ns6hUd8ihY6rOPedAMS2Wd0LglXTOs0xTNTOqcjS1LVCVbG5PhoMnq1MpRJy6DueN2aLeoLRvVbMwrItUBmzcNdfS66biqVQ8yrblyhuEptK1mvccA/xS107qzYAsgxEggt3ztsgYpTTAwdY6rddXVzjPoUAMb0kyxxnJLRENXGMaIGaLsOyuuxGkkiU1MiUEHRaS7vLRpY9ahC8pT0QzDIRmGmV5ctl1elL6y52Vy6BYAKtp47r6XDGc+IxN6sq7rYInZ7z1OpYxWdpPa4tjQ2QEDVe0m7SD9Qd41DJobHAhJQtj7mBqNNwegvVj1IQcBhZYrYnYoXfWmjplYAQ3rWi6va2tjWYKeJsSkOOw8aGaMO8O6vbKqekPlV231lkPIeupMnCMwqWW9ohuT2NRJbStirKmYnZOF/eEV+pU/P9CgulLiNXXVgte1ZbNrGPSK9l45aGJfaMvs+6aSFnVcl+W5U4sgceRY1GWKOnVdS0oONVfeOeumdfHfC3pSxrOz56I81FXGnYTjpaOp3ta1VEZVmzfRLK3WvNXQHeBN1M8mB5tSFIHyW240xKamyV8Mcle6/bVIPUyz84M6M1lX/9pZBp20Fk8XL/hcu0BT2oM+iMbPxNgTQ7tKzRqH8+jZ7whvTBgtKusaWKfEpLxMZJCJAbR38ho4S14hdtIvYsLoztxYuLpdu0rd+Wsnam/Qw+wRoWSrOu9gSzEVWh+VqTfgvafqtz1WwhzKOa6VA3LnWQFy5dC36UCfSvByItdVnh1l0LQ36+jLusEwMq7lYtjHzCnzvvXybULXC5HJsa6VxKqErNRl6hrJi/KTKBoYUb1JBVRkYpa8g/0+ylFzTso+omfeNhOjTdfBS7flOCbqtsBqHqvzurutWf/kCakn04ObdlMjonbAhV9Nt9M8xCjLGNfdfcSt2vZUI/WWh7yk344yaDvt39TeHbKEJ7T/zKu6A2c4PZdJ7tRKw3J6aDH4jlKK9tEsA/2R/qBJjf2gGm4dcfvIyxcOL9Wsbe9Wmvi765Jel6dRZJe2utpJyYqPlR+r1jWbFEVtuy+ENRFxZxl0oMD6ovYxtcyYlCS3g3jQZA1hck5XtnToBNPzpo5KLoBhKxfD3YvNspCL/rxEm4gFzuz3KXOGWEhDYyaGdpUN7e02ZeqcZXo1V5Khwj3uA2kCI56ScK913R6rc9UKPeuqq9LCkvIqkcOffg6ASAv/WNVVlzWJqzx87/3pPqbBNtvw94PPYGRtY1YxribwGN4YH35e/oa2OMa5UztzKH3dxLK533yQ3vAZfo8zNNDYr4qbeku0qMCgj0tIUnSDI7QLw91vGbrly+Cb3S1+v+GGBxvajnJVTbdYlt95W3dqF9wYz91B0ieNLZ8xPr+32c86PAyebE0xGbBXux4HWzPUXdigMbyWjzpt6OZxBRo1icvyHePATR7YVqSeVoK43L7qLZoMxWUDf4zb8lPGriwsyTfIIJQcKU1892piLSrXlhbcTFAzDzzgelzCMRq0nPSDq0we69CAUAYPcaAdP++WcCTMpE7TubK1IuloEpkm8ZVbe/Q+Qg9/jGaGy0CYv333Ym/q7vq6loeH7rnPTURbU1Y2w1kHrk75o97A1TQey4OVz/BxwDut7bn555523OfHWNktTa82cCgfxpeRKU3vXS7JhrZhVrVKQ+ntNAxKxspiZcOvrjIAK8/EZTP8efHq8jM6Ag8pjJhprf78Q6PzkiQp02+ZLT22/fqB20JDSpY4ntvTCDScEGajDYgQQbi2Lo0fMmhViQvtPTv8ieF4HBq5uJq1yNJQd39H1MnRUMHSGUMc8re2Inw6x+hX/KHHn2ngcZ4oD9/I3UVOrREbOlwbYbaf9AxmGOa2fGZp6AuQ8wf4wAUXZaNMvuyIV9VvTK/xFl5+0S1pf5A9aTRGWx0ArhueuDy4rTxWNr4Rg5iN1w1uW1EEY0QiKRc16+B5/phm/htqJ8yoW2Im4LLyWd4Nfoy3DWb46BROWFJ9oR70bbQEH3Vmpq2OmBYpSZvfVkQfxqfhNjvPjzDqDXzW9unso7rHjtqvRdFj+vTN2upI+oiVO4aFu5sBD7LJjZbEN5yEpUblitui+cdlSP1U734LTfW2+M45N65BhXpTg6DwPhplw9AHaCdx/n1Apz+Bzp2iWBhwwUWd+T5AHmS64cutQwNaYEML6gr6YZB1jVhYNAFd08WEEW1RLUnh8ZqkMtKuY9qltC5JZ2gGfHBZO4k1qnjYSSP2eOL2nJf9FuqryhgjHARF9Q6/3lVe0Vs0Q1TDHtF1nyvnzrlrWiau60d+YqaEiiY64fjqeMKgVSIqqU5jZQMXxMRQzkR9Ub24gE15wEUF0glpoN5fjWhEh22rOl2/8NZb7rAaz2YYDH2EHv7QIFBAQF2BB/oag+4BXJpkVHS6pHpb04zxmhr4gtrDuhp4S3IpluQHPsoGbdNGnqbu3wFToh1AS9RBGT6aRt3tw3JrZaHuKBudnrJBiw0JvNpQXV3RjYCJq7ep3mA4xrF6a0O0xUWdz4CP8tHnDKflqbRNPYh5tNSu56WabOncWTf3hUfckhjJNf3UI72hfZhigA3KYAGlEZWLSL1ZW6Sc1gfKpa4eC7qBD0M9gm9E7RW1c6OaFM3rDOyK9qLR5sRDMa99JQxaZbEBl77Fz+oMnC1tVW5I1lAvpoXEfwC3maiRW0ewOBATjQRoAsEdNxg/ksN7VTDie5saDuCTb2EiDAJRMYxaEleJyvfjUp46heYPFZD0EJHCmkYJT1SDKxsDTDOWR/9tfcMCZcf5MbcfkSNYdDy0WMCgaUTW4W2WYp3fcBl+X15Ftnig9Tii/Fpc4PKDQUN/ygU9WsK9cvud7pI6TEs3W44ePqROTyexWkgalxXJ5/1awqh8fuJ6C3h7q3gkAABAAElEQVTBST1RJvBAS48vqiPgWXlwZ/Pt/ULZfBkEG8Wil/WKkBnzsdM3uyNa/awp/+OalYxPJMzL2pbBi2lpdPfwIvw+rqho4eDGpPGiMPygIwyadmjaK1IYYdVj3x5QaIve7QEHl/x9vKi+fHBEJ1/H+rZ6s7aPPaK2+74696iY6GEOTJUvf7dWtgBTdG860dnHsnYrG7iHDs36OqPPxYNCAJe0t2yZCAwIUzoqD5uaFDGArsKAdJh5VHoUj+paq/U3khFnQtfuaC/0vbRdRStIDz7QBTcG2mGMB/gP/Wmjaag7wnwf0FbpuuTPoJkJXBijsdneM/L3cawNyE5NqD8fTh3qn+81IV/Q0oz1Aa9sQgPr+etvcAuvv+qmRZtp+mNg0G31Bq4IncGCzla75JlyUE/ggIa0Sfqf0dLoZOmNXkYn8zdb/Wsr4+bZyYawlgbEvgI7JSgKU2EwSLHbuKT7mDpkYR8TX4NvuAyP+fuEDfwBPqMdBpxNGnBZpfhyoWtOhj0xDtzWLyc6/lDlVIcBB/TEmN0vXGSntDT7mAp3141m2Px8ufpFUiI9eMBXV7m6oTR8cduHBhNS1bbG4RtMgfZdQxsCl9GRMsY4u+UzG66e671oW7Q2znzi/kYg7R88GMPrPxr4Q9s25tY0rrg80NDwccDL+cHVZ55y17TyS+kR+FPVYlv9WPvvl5alb3EYYpiKjQLMxHrtFMwY0fi8qhkHF8UP3/PRrRscCvOjm2xw8IOghrcq0brFT8u2mcwyiA9O8++Wvmo4cCkLODCepsKtLWh/zbClvedFqeJJxmY1mTAL8JEr/gE2dRTjAwTfvRryj4jGRWmz9lcjwxU7X0/ChW0/w90rrm7pyIvhimcz3dL1E274aJN+LxMmKulo4xIZuySVbataEU7olRrx+mlD2XYCvJ77AfXNAC0YqLkanZEWn9lESBJtweMSAa1s0Kff/HeisdXbNbV7TD/tsRMeCzN89u3xUW7RBFnsvIZd0sA1e8uZpNzQqqIxHL5dZPoAKxM/W64Is9QtjiLikSF+PZmQblXyC5BjMHXqBq/qycMKYQY/xhG7e8LbKVFUFMPdKXq/YVYWb4cGwbNbr11FgqM2lrV0NwW2vdK5IJOGuyC42Dswdhg0CgaOfPyTblydHRMP1jH9esZVnAsfYu0yha/666UTdEHTFgzOFJ9CzD2mWSd3ahdfeVHaVRY8gybMwtuAlPiwshHVYGTtEmDSKD7f+mL5viIGjZD+WIsKEaFdnOfYnQKq0eHLE/qcla1G8Ckoo2WMA7f5T+o2yygyvXVQiIFpx3FTQFUctMWozxptq4AgbvVhoiqGvPh08pD5ZYk83NTp94z28MxEfNK8Dozdmp5K5NQiTF03OTC9z3WLZybWOHslLBpEENU4pafCVpcxrBh+7I7j7Au3dUJ1apbK69quS1+l1VxA2w7oB+y6lvFcsWM7JtWikgG4r+srLmuou8ljYtDaK+YmB8Yz1jARiaNXcvfTaSNEO8KgybuNLrxEY7mVyuCImHeUz33vZFCiY/A4xcvkuKIrbDWIQTQ6ZwnIiN6P4Tn6NR1kplpUMvUW443d/eDcjWmt3sjbhPbjOfiOZXKoUmvLdr91RkYQkoTmHmb73N/OM3XgyYO72/ysByDqF32aK7oLvREkSfZba3W1+R1h0NZoWW4tvSdZwjpFNRkc/RJmtzWC0vlhNA+dmee311Ykp9bEV/bTyQsI2vNszFY+H2ofc0oiUsWUvMnkMZ6FZYJKk2RPRIzqbUKzMB49eAFSodAF5N+xovGkmS1FDuVt5WOMyjLVc9swAHvM9pIktcW6quuH6ZPvPhttXTTcGQYdKnA9aIOeFHGKllt7rK5rye6kbnJQwchL8CYwxZ6AZ3tfANLPLInrY+xjcmcUiWB5Jp5B9JP9PNi71Q+Z3txqQTt7v/fXay0jzMYGVm2d6e5muvLJw9NP28iDt2v9Ak140YzQJAYuHhvVYeqi4c4w6EAYlvBr2uJItKhkRR7WQaa9CYM74S39ljWiM6v2zK7PET1LiZ5G+JAHhL2j4snrjww3OLLwD+I3B7qTJyS+UrRpQv1VvCqpQl9m8TZgrmiPfET3nA/6lmJKv9Cm/aRI7xLSSVEaoTdHr3WVxTZ4Bg3DCbnwB01actGo/RWgbO4O2ncYuNg2aEnTxYoY9KYaTROmnxHehCRN6B4tgoEwxgCayOtegdlCca72dpl0pJqia8x8zzS2gVUPoJZ1DXBCUiMnpOoKs9u2YGokVyVQyYA1kgpNshVHJSBR5J7rKoKBc/AMGqyBEa1cZAm/2Sbs3Zg30Q6asbKjiJRDHJbKqcbh0Mlqo4khqwDQOrPXoqLtl0nd+021qFSAs++i2lLZX7W7QXdqtw546+qoddCMLcXlc2+7qRtP6w50cjWyDrj7AQba2cf08m9VKwxbtfY1C7bO0idxBs6gt/KtPVa9RONQZfJoorTSEyQ09j7LtaeSp7yXsvMhGx1/a7pnjK5Gb9JI1YpW1Mh62uIIqP3VyMV5XSu7PsmaLuXboJvmbquiVaToI42wfxwwYSsjN3C43YKGoNTskvKvShTqGq929TAD+SFFpp+2UQRzt/tzwNvS4yJksdtNDt8XdzjjA2fQVujN1TX/gpDXV+OHEgZtYTtMkx1Fb6xsStd+NnXlJ90T63HgKtzKMEQ9lNbfUhhNrgP65DkM6MB18kADnnyPavtgSa9jzfRBagMRyNwfJLYUN6XvciqIGG0DvsMfO91eOD8YP3ZCShc+lNCvRGRsPySpqzyDZ9CB0UAE5B6jydqu2PVDkP2WlkOLUTWa5fd1UIiBbjmMMAks/ltXQ0mykOyLLGqZPK56m9Ssw5seB4/iXO/dEGZiEydP6cn3u/WfH/SwLUWbsW0Wv3xXXcX6I3sB2UTtFE4kmkAWwwxtl5eEbCsiS+Vgz6ADcbhvuPreOTd9401b+5i7pbXEFTgAdx5/g/m1Dusmh2ZiXvyhIvUyf7LOmS1GkX82XvodBod1yU5hYEWxwHg4aNq2vaFEMfzYncLbpw70E06dvtmtvP1Wen5QV7PuhYn5NkMD0zbUsl7K+S1FDf7eUKc5ja8XPPuhOrkbvq6bZSumEzSHNmXLWVeb72sGbftuZTMdzwAhAgJKpvVIBZP0/+1N2ePohTOVztTORTT6mR3nBIl2Xo2SbnJsSKynN4FJxvG6ufNgk6bIvwiexV/V4eCa5ITAoDnMLDIWn/DYXRR/r/qnZQudGQ3ZXBvlgJctBYxvvj3UXZYmKa5sQKfvgJdZIdc2uRrJyzlMUbeqc9XVKWtxBnoqW0fg1QOnebwj6ZoMZN5Qpz3WG+XpMWlbxksx6KLRoMi/DUPmw9KwdB/TE+8pG81VWxYWJ/F+gW/nhcdx95rbymM2+Te3v8mhBzxr2hND+E6vxuBl0xf5Z+Ol34EBwaA30AYdXqLRELOw+I79YncKb486smWx78ROWN4UL0G5Kx703PmwQL+yxTa4cfw8vzi8k3tdB5cr72vlowmRDazbp0MJhH7wdMrDtrAoA03iLAt7CvGrEj/qtbMrs2XTbStXSEuV97saqSxuNM5MMkoUjcNxzOAOnZmXaEtaJqPeaVyCrTGIH43vQkMcg4/t49QxJHlI7X/yKsJwtses58vwGQ6zY+j+dZMY9IUffNc/+UYQj49XkQakMXwx/Dyccfg2N3hVJ0sSbkX9pdqg5W8twHBh28/qcRu8Gj08rpAL3E0bKxt42vAJ94jkenuZHJpJL2twNdMWzzy72FnaGQyzuyT3wVADPsjVyFXdzz768QfSLcUYjuHCz/zNLoOnahzDZ42nSVzkLcUXMprFRzgHhdztZwa9oQFtTMzai1wtKXoUGGaAbz+YdBafxetmtz6UTIUyxpCja+uyZERc1R4yanhiEZNd4SjT3JtdlxqYy2+96a7p9sYVqfRZ0vNT/yAjKqAnqGTFXmJJnVEN1RVPxQhWtitqxGhDWEYVDloVovxUBNkxOjRDJc762rrXtEAjaDPQSYJsVpQX5GV/8PprbkMz1iyN2tIUfNAw0JF2ERoLDzbaHXppMIhhPP/G625dAp0QbX5eM8RNtQcYNwaYCCg3dWhog4Fh9YKroDjbvKGlqbzalKLdJnH5jiaOcgEJjKLlNtnM8kMA/JLou6l7xhdef91NaiIyogMoPwHZlvvOHtDykmgMnjndDulV5RV97rLywivCNa1az+v9waaee8fG2vog+4CpvEKryrY+EGeuBveYhK1fCVtO8LAsPi9/Xv1+U+c+V94+6z545103jqYXbQ155dZq290MNKRvoW2KNkLdfaitLpMP3S19XnjruJZjZQzIafymzgWVLui6q8yg6cCqkBHtPx+++1538oZTuq0wnaiZiRgi+DwR1fdRG4OetCxRy+S7TBxrnBByXJ3pkFRNNc2gUSuE8t1j2uLZVi7RmXuq47fe5s7r8vyoBsLjxFPlVzXGNFErBB7DV4mR0TjFCK/pauQHGljYq7vuzBn/XJgDzDwGzaAAU6F9VMJVsYDAZ0CdmJxwx+bC4VdFGFWjGx1hoHHZYMJjDKrSFHLx1I2+jR8VQ2ypr7DqqGpoj9QbdKQP0PGr9jcYD/WzgHoy9aHrbrvdzR0/5hUVW72RL+vfwKevmdo36xtV894tPnjgJfQza5Pd0vQTDj7TTnT4iOojKAowmNDpmvjS1VtudZee/JGbVR0eEt1R/utpaBG72DBo6MfkFQYNf6UeTeVVl+TbgiurvKLCQIjBrtRgAvoNdfLNhatefq4JSUK7StxgiGq4wGPuAKIRCzxWiYazEUQCCh6vZSGiZxYX6q8mjp3UgZMOLcTMxzR4iCNso1M2XfxtDCQuT+U6CzjXtOxbU154QTitxuuNmFTWeDqKlqbuJxte9zd4UNUE3kEY8IBzGx3VyTETkk/CQeHV557RXvRa8ly3x7wZLYGLextOAoqMtRUxjWVu3mjQmA7SBz2t1PayJsbXdP35PCgDg+jblBN84BqVLsSg/au9+Opf09riOD+fyDqHOp4GOXRqT7j1BXwMuKgrw9kTLVV/pQ4JrZNbNuzbbPPvZMdxl7XU2tDSfRJh7zKEFS0gfLoQGMPohKvXMJ8PGvUATIxrW7lCHhi8ps/c6p/nrlwONwI0S6tiDHaMj/TmXwaWLc+Xtd3EFTteOaKfK1trBtNwxd9l8FSNE8M3d1UYVeMbHrPjhkvL4efPD7TKQGfjiildqNiuDD527K6SX0u3xhNvaa2e0pVWNPZgLCwPnoWZnRenFj8Ry3CYXQvcDJAYduxOo0V1g6YZBlVey2J8nUbhaZoCh8HHJln8XZBku3fA59WpbQ8t72OjRZkU8VjNc0oEm8eyhItgef84cRlkeySOldnsNNthFIZGUxJsw6zVrmylcUo6tsEO6Yr8c8GG/HArYUP7eNM3JFcjY+aUTRfDj93ZeHv+O2qbvpxhAOXRQ3JlK3loVAcNKsMI9ZZIjXxfauVu1MFXkBoZwvLo3+/NgzyYuX5Z2uVGGoBnRAtulXG7bDmczVWmecgu6SKw1QoR6MK2WKkZdDXo+bEZibzR6MApKeI005doFja0t1Fg+kT7iF651lPCt4O2kb3dN+eL0Ty0tCXNwka1D8oycGgKKBBmP1OS0DiiM5rFd94piFjdu3SdAVr5MOaC4gcG1knqLWzDdMKeXRl1iltX2E7gjPNutEXZ77hWPzzV7+dFocGLcZR2hz67qS3FgTFoGyy507v4lrRBn75FL9GSC/OlM34AI6JSilP4FT0O8QZmGZhAKXIY4TORrfNmvLd90laIy2i+/MF7Gljn0qfCBaC3wTiIHhNq22gKWpbGIH+QChGq1FsO0crWmUcVpUcoGWbrzYHqNArfDc6Bzdq7FBYpf2iqX3nnbYf0v15NlbrK4rA5FQPrwBi0ZQJddstvve5mtbfa0ms5b3peCxjUvW3n9tvgiZxatHSgcZhrdp5Z5ibIp0HRSF7kvw1KwMUTb1Y+yE7hOXM3E8OP3d3S7fnw0Jb9k2/dY1+WTI51ewnaZ+F6ouM1PfHmqpdmhral6OHssj630zNoqxpuT83oqf6qHvUso32mR9NTXRmu0OdQYjs4Bh0axLJG800JSmIJiKEgu200NzoNyu7UV3iWOy5a8UwXJlnVFM1Mqo7w65KChiCZKTGdMvuYcT6r4orT7jW3lRVFBtx2QTa0vSi0mVGvZTLYVdJvSLclg8S4tHgjyMmbCgN8FVz9xC1qp/3ArJI25kGzN94oqX86WDWRsXTQijTrpa4sv5Z2QULJBsOgo8It6Yk3956NQfuCd+JQlusDasMMp7RU5pluuuSK6NmNLEUzkyL/InjJAeFlf30MzePdzE53uG75ayxcbdluvfB0eFPLZNtiiJlAY/gzgNfEaFakRWVS1/7SFWsmzvBTFKDeQr9iW5EVx/J7EhkrPxhm1cHVYFWmLXkAn+5kL71zbkAMOuSSvTg/mmtmgd69oSlBAR3qTGvWuqErbpzGe6MKLGtsNM7GH7lWEkbA5Vc+elUF08F0bYAlwWfztZ++6egcyjEp8aZCvdVFhzUpQYVBT2tWmArp75KPAzu4BqJzUDihPrekGWyvgsqK+l23erWBwN+8UZ8fzAw65AoZ0F4nmk5JhweEXaoq6kTTpySHQ8J3liRLwRvCKsyiczGVYaDMHsIGFPuYyKeeGtBrvdw87zHPKTFoDlWRO9N3fVUpe5j1kWRZV1q51zutLQ7McEvRk6Hjn9bUpBcqtaJD8TWJohioCf2aCdG6bt4MlEFzg4OlutfirafA3pRhFAOl0C5CFioLyXEjOlD1wvtD57ORtmtuiyIW+UcA/SxZ9YO8Da7Yjc+d0D5msvIZVltEqAKnF97PTQ4tVVMtHaFOC5J09K66LQUwlCuwXJ8Kj8L8QBEN/nkIe8GTB2ev+iEylrv+nLmshYdGVcvSdYXZBeDyeQklU7/LZdAAt18XOOWCQ4Pg2si6pu1IZuO1FThshlYO0MGMNS7mPHXTLb6zVb6b2Q8nDcyEeluSkKSZO+/cWvl06eQHs6aSUvvlrQZAXu3R0ZmU2PZUiXGxkHRl+4rh8APrubO67ndq64CwEPpWQFk8Wyn2hyvtKmrbyKnnMsNKuMnh5XFUGFx73eJg/xnDtVoGylwGDXD71Un6Zb9Ev5bIEgYwBR529K4kbk1PuZlbzmgv8e20o3dNZBGst9p3sEvNkkKL9VLQPnxP149uSSR7ZWANPzMUUJu+puttmBk9i1/XcpUrU95U6ORJgq2/pepsK7qftXMPe+qGG11Lt0rKmqp4ysLd9fF8vSUdxq84dH7g9W+GjBd0pdxi9TSDVtuA73JWx7XaUdVZyqBjgK9LNOEPf/hD99Zbb3nkPY8Gmawvaqk3JhGjbcutTJzh53YKcGsC1WB09LarP9ujbvdJpwXtQeXqNEmc7H1rViFt0GVMOdhlIO2+OFXLNqPDJp7smxLZsunz4pWd2Vpa7vGu6arYtB5ejGlf1ZsSEyJLv/uo31uOKpUnDKBsT6FEFp7FjYqqxnCWrTPg28DIlVav/UZ58Pel/FZDqLh/+Id/cH/6p3/qvvzlL7vvfe977q/+6q/cl770JZ8/E4tpzByRfddGuowrjAoaibjDu/D6q25S4vxascqdDjMK8NjPF6BDXJ/BPv8MCheVF+OCrlahbUUI5SWM2xOMrEvaF0OoJlTnOlduuggIsJGoFeMzd6e0xCEcHDCXMdWZv5Ug2EX5tTSE+7YRYBTFj7LZk9PwWXmwmzYxLo8PlDmDIGF4T0hcaOu6U27hzTeSh0Z6FVqm3kiPNDTDR7nK0NHjVb1Rd8iTYJk+6QdWie/Va1BfpwArMKQHDwZ3U8bnQ/ANR5my9ZoXcBgtDYbhtW+z8afeuJI4rsEVIVNrSxJnq5eh/vqk6qSTMbiUBzcSKyUjMy1nx7SSZz7SknzzK1f9zZu5hx52LQAhqxTZrAjhh0H/xV/8hfut3/ot9+ijj7qvf/3r7sEHH3SzegJJISEsHR5jojk7IVUCH7zBQwd19BOff8QXFk8vYrRDYsNl+MDfpEEkoIkFHAQuq8xCXIF2lHmWmy+6FcDIihklLAr3njl/jHaUyzoedOXXyVi434fTLGJar6tmguzwovxaGnDRNiye2Z3w9RIW4wOnffcCq2wacEBTayd5zBlYXsi77GndepnV1tCq2v4mMpnVz8rIF7aygCuuw275tHTE80/zZw65Q9qDxnTrb8SJy9ZUvYEHY+XC3SQuo0laZ8JnfuCOjdUbL0GP3nmXe+9f/smt6fUzDLoM/QwHdlx3ZcrHSguzqsdNG8J55NbbXYuElhgm/Md//Mfu9GmJk5TBH4HhZhCuDVPBxqDpxNJanDybgs3r0jdT97EgR7ibQHwICEMBB79BCOwHDwZh8z5/0gbip6p5herDD5pZufwoG2YsRSChH4J3Wroqtfi29qF1soxG7U3qoQujBT6NBXzGoLFtcMjFKZjI3oCZLEqCHbKEZ+64y21KxKgSJjOJTEKrL8MFvg0UM0j2bkdcGThVP6ElGjKsfE3ioozAR9EC+OiA+fgY/DT7DHXDS9CrL73gFrXlcET1tkG9Kd/QspMBPu0w7m/FOLcgwWQ2dWd9QZpBRjWoI+AKs64805by8mwMi3LhTvtAKMMW9Hpc1geYHJIfa5v1QN8OBbrRTigbikaY2Xbq28RHaNKaLjUs6B47ZwndFGYA2ya70NHqjj7h+UkJWo6OjbqrbC0rzbgmRC3U6KCRAoLBBE9qKQ3A73//++5rX/uae/zxx712gOeff94XDnVXr732mnv22Wd9OqvY7STZ8qHBLP/i525BeM7qXuaHTz/tr5BYA96KueUCLstk1NQwcJCnvIa1laJ3l5UBFTzgmdHpe1mC9oIVWqNxARxoyujYONV4oR8M86rosfnyC275xz92Y+r03G/tREPyBs3obK+++qrHg3qorgw6SSgFmtL68ubrbkHLvPkbT7sF1blnPQWMBVw0bHDQriibr8eC+L3QLpsGWoKPNnxE18k0fGSj1P6NpgzK1pVZqtzMihb1WIR7rc8/+RM3LnVTZeqNTNMWX3zxRfe+GARtkzJ2xal0nkFrBjb/y+fcNclOee6VV93oW2d9GypqL1ZP4GE1PaMlPqqorG/UTUTqDbVvMLSufaAG5IYPUPTvjryEehMNVqT2anFkzL38syfd22r5Pk2HtgytKA8DwHuakJ57+5ynJXWGOrai1ZYvHnBFkxGln//FU25Vk6GXJQmx9Z3vfMd99atfdb/+67/u/vzP/9w99NBD7lvf+pb7/d//ffeP//iP7pFHHvGEvOUWneArAyC/TntaZ6TyqJROQkYNIX3rhwtuRFdXbrnvfkmL0lt3RjNlqJOBIHQG1GvRaLyaGjhEQ4YtHjrFINT90BFg0Kgz6sag6VTMfC5eetCde/YpNydaHBP9Y32ARSSBhjBo6go39Ugj6mhoLDK8PPvg7JtuZWPN3fLAJ93h225LZu0FiYFPY4SRgI/VFx0D/yZMjI8BIV7tNYHPYDJhAFe3SQN7lhzOLYh+bz7x392M6vuGm24qTQ/gf6DT/BPHT/j+RhmhZzdDvV1+UTP2yxfc9b/679zJu++WElT1NxLSH3MN/poQ6bUqEzXK2PQkpXQfyM1vBU94HzNT9W8M/btTmyQMCZJrM9PurZ+dcWPqqzdep4mrBi0vmbCQhsk5AarJ6AfQj/6Gmz7XabDzbUV059xgWVsch++6291010dc6/7773ePPfaYZ7x33XWX+7FmZ3/5l3/pfvSjH7mHH37YF4jK4ocB+Qldeodp8itlNNM7r5dw09qLO619HbWAUsmIBL7SeEpDzY9IxTEQ0DGaNswaWAYxmpc1k6LdRdHjiBrbCVM5VTLxDbqPy0BQVgelgV1Sv13Qazgay4SEmZcxNHBmR9BzUAZ81kabxsmAR/2VNexlXtByeXZzw69Qy6Yj3vUS/M+ECHxVcDIDPK9rWqeEm0lAWTPoPgATo48PwhgfYQAqZTQIXz1zm1v78H13SjQc0UF5WUNfY6JC/VUxK5Ld8r620E6ov12vwbzFTJgf5ry2H77whS9495NPPum++c1vunvvvdf93u/9nmckIOXHXg4G4nYc0RmJNHpc0RL56huvueOf020QEQcYyQZQ0WiuYAUxY2b5SofwM+iGZmKUBQNBGelopN1GvCRFb3+hGbigHww6oUcxLJspjmlAHNMq5MJLL7rjD33ajYkuaGdmn7fIWFrb2iBeV3yqnzENUquaOVx44Xk3wf1nCbjyaZl9F8wgYlzgo+MNagZt+HwmG/5D3VG2bjNoTdOSw0IxynEd1F1+7RV/j31czJYtqyI6WvahHX0NfJiu/U1xmKUxG7vw6stuRK8+W2EgYd+704qVKqV7gYv2QdkG1QegZbc26QnQxx/rc4DoyksghGgPLSd1vfXik0+4y9qymLvjUNd8QjPg0x75odmeA/NutLS+c/FNrVi1743+SEzLq1/Xfge3AkZ0KMa2Bg2BhsF2xh133JHOKCkkxqbqfJufD8j88ddS5LeKqiTtXc+evtnHgC2PcODUxVwbTa7HgMNwmt0laU/BcXlinD0B65Ioi6tTdHv0MKERHH2AqxrwNtWRWmLQKMDs1PGoeAx0M9qBu5NJUoghaO90TYJ25j79WcdrRoxPS2/OMSkutSMrX4w3J0lfXoYPXODpVq6+kEWJq5atpX40e9vt7oPHvi3RoxeTV33UR4d6sL30uFyGN8pKrpPXpitqI5MazCfDIb+nUQd8AKJaYxw+DZ4NmSyuhtAkc0EBBx+me5tUD6ATqOwzmgGjzX4F0aN33Blg+EAPK/snbpOeflw0kOlIyzAgEI/HfIiqNa1Frc2VNT1JTQ7gjuvE9ytf+QrxajEQArPw9ltexOhMuO5TC/B9BIT66dwPEjqOTUjrsEb0hRef9zc5uGPb8eBBNKLBWD3EJCvy99OokBlev62LoXBNTCNBnLyzm/YdBgYiFuLqDGVXhsblKpNBBldWONwC2JAm+0XNxA5LWUVXk8MDjGkXpg0NiVs+yP848vEHHIqHq5qqZawKf9DxoZuGwwpoORBM3hhMi0Ejy2ThrG5WfEpbvvSNnLrJAq9CQ+sfG7qzvuif5jOwJttSoyuXL2Zhb/uugixNHBqLv+6jpd2kZs/pS7TO3CgFcVAcpcmhVQeiRzeXt4SJ++2NiBlmaVatYYa2FzK0qFkYe5nTugmQmpKZjQeF2J3COTCOhDEwIxo7fNTLU6HoniYd6q0f8rBEZmC1V4zGAPqBeVDTwiinbj6jR3avbQm8qpsYoR2s6oHKkm5NzWimPnE42e8e5QqVNyESlRn/es2LMfUVnZwu67rIlK5ptaQtF1NlLOsV/15K162f0pltu8gzSzHqJWnJMMOAXpsJmUFhJZLQ0KuH2i2M1WkZXHHcbuUrA2+vxrG2PjV3XLeXbvIzJN4DMBOLaVSmfF0H2zB4LnlFtdf8rN3DpQJKDqxl8nEg4gR6sbXH9tSyGCcMtLSxii+TwOrtvFasFz5MtoLDudLo4ttnPQjbD4MZxL8y8DvFQZuEXyZriedxDBvLNnKF+tnmn+cxqZdpMM0FXX9DR2FXU9BQunX21avzbknKfae1HJ84UvK2TpQZP0MM31XKF4HYH85QeOSfz9x8s1dGaiqwmiigvy+vA8JxPS+3fUyNBJVQdWsblYDt0ch0Gz+Aat96hmvBWrUuItcbU6JBl6ZhxA8XmXRp8oXKLTOjXmuA9j4wVUd0A5Jrh0IgrBy4LM0xteLIRby/PScO6cqjXvUtvPySP3DqtbSF+5mh3lgmr7xzVkzlFt0JLXktqdfMHIR0ouvMTTcHgVeJlu2qxe7YdwITRoPKwmuvupnb7khld+uEqiqqYXz6QaDptK5Ijk7NuEUdmKcmhKXfGUfHuoriEo/JDG8aEMw0odfCJvMG/KMrEr6zqtd63nRBGsHt7AxIdSfFIx3T7CEdzTunHIYWUCCZkaoyW+PukPaoViV6dDGoUrKwgqS53vEMN41g9SaPRcmOuKbbALPamjITeLd9Du2yFAj9iltMzGXZ2/cmYgJlQOXWWUhoc2Rg+2WyHkjw2MIYQBn4wzj5FOAmDNrs2fLb1B3lMqZTXeWlR5nJsg4Ip7TTgKJoM6Mb7BHr/nOdxkaPNe21IcWL/edUE8ewl28jdalxUXTzLymVekaNZUwyHRhxzRTBsLqweGbn+ZsfWydXtUyeuOmW9IAwCSvYLzGgkW2w8IrdUZQD5+SQfEL6OBfe0vaUZkx04iq0KVz1RJRcOKc2Ibiz2u/2pqhhRGmyzjJ4smn28zdyb7gPvazt4HUx0sR07gtV6hV4yzrUXZHs7hkdSKIo2swo10kWJIDHm5qZ5xLPFt9+083errvU9mKuZhxWkL1sVyUJuu4mT+tkWQcXqVLLGgnAIdZiWCZPHg0v5ip29LY9uM5tucac725QzIxm9UJsUbea2ELypgpdbZqcU0zP7Fmxiom0jp90U0HyYE7UoVdJCtgAOqZ77Gz18f4AnpaYDpVREr5n4qHzsxW8qYdhs1LMEe9xjyK1nzt+vDH30/IqDaZLRhZYEkh+wGHth2GqjipdwB/YYH/gpIpceuM1t6oHQJgiHtjGKLtRLDSWZT0s4nnrjJbko9pS8abiKDKchUXEDrRDiNEh9YU1nda3KQCOonZ0FlVy6LNrWg1zpjSl2d6kPcuvWG8d8R+0QGinQQ9zSAwawf1Xtfrxpg66qt78ICC484Lb0k2fWYlk8IY6FY7RGZ3SI0gf7QuYfpko6bmtwWnyvGZhE8gg0Cno0BRTIPSv4ggWEhoFe4sz6oSrenVk9RaPuhYduzSjDI2FNFzhY8Ce4TQZnIQR0Kvpf7LRK+Zdl44bARzaLbIVIZPebOojp9ZneaW48t45P9sb0wMV3xfrYCR95G3PJw30m+W6qbYfrr78ot+e8uUq3XE7U2FVA+u84M5Ibop/fKbo1mVGj9zzUf+cd+GdsM2RA8vPrHP8c71Cple1hFvUVbDpW25Ln5tWgpMLfH96lu1DfrQN9IVBwzzTqz+eNFatW3QqonnW31IyS5jX9boxyXHg9BrjGUDZTJJA3DyGH7sJ3sum37JMcU3yxEnPoL00QhHDGGwbXXJGxG6roQW9UtxgmUzbwPTIQPotY4J89/ztRreOOQ3tHsY5e/udblFnM2WuSZaiYYC9pMP+Fb22PnznR7T/nKgms+pvUZkjkukwLyHRJz/xSZ/XvAYDwqw/33l+AF/SweOqtBnPPfCgG9WmdzZeR6Io0PBlcVSF0w0P4Z6Y4lAxribwWF7isuFXBRcPVlgqowKLu66sUjY//8X0xN5wmA1sw2d+2Ntw0plVx5wmz6sR8noKvWxp3BKd3XAx/OO27224PNT+/8TwDV//ULtDiHFVKRv1MC6BV9O33qHzg9ek2uiyHwQ9jDz60pECLclVjHcrl4oQVqxXJAKgJeY/q+W4j+//KLyEsTYS46hSthIo2qLE+AhoEhfwYdIxjthNeCeDICeEvnEL58L3vuNvOPEEPA+G+WGbG9ix2+OivlVvmAUO+4UDcQCYNK7itA7pfvKMZrk8SmC/2LQv+JiZPxCVnwkdQc5p1sA8MGx6S56mO3rmNv9NuqoGPOAwPL3AKI1T2YtxWRlLp68YEVxWEVXKZfSd1kHh0Xvvc5ckTHxN1yQnJTM4T6qdwQZfLDHM/NNsh/rhRs+KtrxOfu1/S6/70DjLGINpdDQamn8ZGFXiGFzDZ99VYPQS1/CRtipOJBDO3X2vu/LjH7hlzZz8HdsO9EWOMfgwZvuP9E/Sr1bF7Be0TD7ykXv8LR+Cjf5p1C4OyhKXrWr6LuC3BYOrlz6wDVBJj5h+VerN4h7RdvCYXhYuarZ74mMfT7anMrhNVLHR0Whodhrd+KG2EtlpmNId+UNed2R7m2oti0uP6trW/PPPuos6AZ699Ta9OV/ehtwyiaQ7BIcjPi8W2E+4n93pJcy1jTV3SW/XN7UPtqGT6yXdp/XqmchdmBWkGc36hXDgwVAQ6k3hEOHHt8fD6BPBafMzwDZxiOBZY4jTevSBWMgUNgKbaMc0jcE128ONMuEBhcBr+GMsE3JGUSmPCSsHX8o4ozg+vofRDsZ7UWdalYxpcF3R09APX37ZHX9AohBVN9748gg3/xUXqYSUDbcXgai68+USPptZQEP2Q8+/9GKiSUMMf1kDLJLRRPS2/Kd5o3ghz1ZflIf2QdvA3VY3ETmSfOqv9wN+CIzjBNgpEp8o+WNwoSVlAh9tBNNWZymMJJ2H1RGXxZNtaYNtOKk7cMUMxqfKxE8hmb88OD8Y0QHeuurgPCsV3XDapD3rNpUqgMynyaAf5aLu0G6ytLi0DSe3sFoTU+7iG29IEtr77shnP++WgsjQ3DxFeUkRyUHZMJQNecnQkD5g/oRZ+dvoQgDtHZpa1j0OQ2Q2EbeM9QH4SGtcfQCNIxiLXmQnsbb/9fEtUQiOPqkryoaxclgfSPMdkiVWSCy6cJ7GwLrO9oO2qC699JI79tlLblR+nucpKtUGXMqDNhpwUXfY1CP+adlAoAS0BaTXXX3tVS+OdoX01B39WO2aOC0l03L2FnfpB991V3jJojvLXmdaqLAkswly3DATKg5h8/yskZI5dHa1dCtk8cPz7soLv3RTUnrII5VVdSCTJaFSqC7bj66MYMA3t4enxme4DHccnnbElJY4EmPEhwF5RhU1IINhcfnGUB7SYecxaM/MQm16GFazUcMcUWP1ms7NLyCJcdI4rVzgMgYdx/H5DsVJyylYPg4NRjAmNbCOSpj+pReed4fuvsdXqm8w4FSZSMePOgIfeMBHY8E/wUdkNRbi6LDi0nPPugktwSd0TWt1ZTXRRB0aC0XqlC/gAxcc9rMymQ027xZOT0/yoX/QrO2bcOpFSFPN8RFNDR60NFzYGPJgxuLF38AUstx4Fj/FHfKxRa+EcYHLypvCBijGZ5uMh89QF3yNikbompv6yL3u0jNPu7lPfsorQtgUrVkdxXlvo6VEXubhBObGxqK7LGZPp2YmtiYcfn9b39bXPG3JkPLm26hlDgAyvryyjYYwac9UfGj4Q/EAEcpjaXyeQxgxY3+LGyCkltUbONZUtmwfsHRZ2wDE5UnzhCOTP6OntX3SU0b8+Rl8g7vdTgq2rknHiORWs/U3/8xTbl6SHjlE9+IWQv8AFuVZbSU6MsFjuPDP4kLEM7pal9563R351GfcNd2Yos+ZJD05JM9bDHRMnfu8RodRLZUPz0ruL78CQ8Uh0J5Z2aTU+UCorFmXVgCnq0TX/49fdXPSvtKXEcHRJAGTadrQaJgZUbamDXiovCpaMrJ5mr7tNnfxjjvdxgfvukMSRToWhFFl4/GNiiYaaSctJ0uqt2vvv+PmHvy0O3n65mQUd4mAqzyYRX7Qj3ZSRZNHEawy/gw+4BuUyis62zHNgulwPRntQ1/96P2SD/3PbkpaVg6hrYhfjqFM0BGh9tA1D+c1PXo5p5nYjCZX199+u7amiuHloGjzAj60HEQfsJmlaTppy0gDH/RvyldFi1E2G8vaVpx/4ruuJdGxRw59JBucMn3q7KJuxtFOOpkrklU0LsZ83T33SKfmdpk3fpd6Sqf10+rol559Jj2hNA22TEZsFAKRjTy402UJ/ur83ijBRWkwRuHoYS3fMJamCE4cx9zYMBT7xf64u5kYl8W1fBR9x7hwm4nTxe443Nyd7DhtjCv2z0tv4dgY+27x8EEny0tvvO7mg3Q7i2PxrBwxPgszO4Gq5a2koK2pwRzSLIHZmOEhXhljuA2XfZsNjNidB9PCzY7j4Bf7m5t2aOU0HBYWf8d+Bhc/88/aljZrW/nM39IZTLOz/nwbrQ9pP5Pto6tn3/LR8Y/jmzvGZWVMwzRQYBb1eGJBM+gZtYWWXr1hLI7/CH9iP3Njm5toMb7YP4ZT5M7CysazcIObxWX+2XT2nU1v8c22eFnbwnmJazQkjvnH8bN+fFM3xg9n9YS+dfS4u/jL5wDgw+I0Bt/KZt8Wx9dz4C3ITbmgM6Tpuz8q0bDJVeSUj4ZMeQbNS5m5j3/SLb36UnKiqEAbqTtNEixOXMBVKZ1c0EupWV0ZQfIahnkGceP4nb4tnsWxbw+s5J+8NAbPQGS/zR87Th/Hi90WP45rfnl2Nq2ly/pn01p4HF8tzUejo2+uLPuL7njEczqfrs0nCznUDd7aTrqqekM4+ezpIH9DDdBwbk/Z2SdOV+TOg2BxzY7j4Jfnny1iNp5956W1MPBYuNnd/Cw8jo+fmay//xZNMTN6kDCuF3/zr+usRqJdfb2FMEtfZBtcsxckw2FdGj+OStGof4NQUG8WH7jmxjZ37F+Eu5N/FlY2roUbPrN9PBGg7TubWN9F6bulS0HFnSPAS8OCIwvL41QYs28Mh7qzH7nbLbzyktfUngHp49ifLCz8iW/+KMRYfvNVx1Xn8YKX1glWJTqi2S5Sy9iwZmSwigZoFbP4wXteduphjQp+qVUl8TBueQqEkfOQFEtOnbndXf7ls1sHenFH79SCImxclr/89FNuRp0cNT9D0ywFJnXPfEZ9jiuN0L6UieqSGZnvo9reufT8c7pyeb07fOutHkwUrRTYbKS8bctsnLq/dwJnpTKov0FzDguPqI+sSpjYvPQHehP3NwNaUAl+Jh367lUNzrDsw7fdBtf28I15GxjWsd6NIBdesvBShlmwN3mILWVke6RhhEGux6b2Mj1SixMyZJ9Du38KWEXypPewzhAWXn4hfT6c1GhJHNZYdAtg5e033dxHP+aGr9BK0q6HaNZvuQEwd9/H3Mobr6TPh2G41h+7gg59c0HXWed1SHz43vslfyOc9/TZ37Y2Yrrm4kBGYCAc0ZnPFc9gw4w4yyu7dEK2t65IZPDEDafTa5F5dZ/OoJHYdFhTbV7KpHICypJfmaPhIemJmdzUrXemr5k88y4LZxivPAUYcf02x4g7ooGVU/srr77i0xsT8B9dGkoSR+cGur0xfuykO3Lb7UkegN1nR08ADf+2UYB6C52ZVev4yVP+5owpX7CwtjThI51lRsxgXnvY65e0vaG+a3fk89IO/fqngPUrJAVOa9U6r7M2LwsnqlPDYhMo+87ayzrrWXjxl+6QtktM/2A2Dt8pg+bjiATBozngikSEYqpuc8xLUMvVp3/ujn3yoVS8qAc0/NORAlF/6xivKBAlpKhT4trWhq4DecYagHacDYU4yHCY1wyc7Y2pkzXNwqJCdWI6RWXa3/7JqInEuSMPPOSuPPv01qSow6BodMSmb/pB+ZWX3djRY9qiDANrRPe9RMOO7XS3FCQw4jHdqJn72Cfcks5s7JA3m0WrqzZ/6i3U7yVdQ16/csnN6VbIiO5J++uxYRciTsO9k3REP6TDodl7P+YuPvnj9DaHn3Z3aTSeketEmfu4PKCY05I7McnMOkY4dG+nQAfybo8c+Vhls7Q9oiXuvEZklryY3AYSpY2dPPNf1R14ZuItXbJPGIDNF+KYvbktn72l3n+pbCbMmc9RzaDWdSWVOsB4WhUx2dBQrG6XdDB4VQ/MDum8J93e2KPkMprslewfvesjbkTXjC9px4CHLNntqU59ek2PVy789Cdu5p77HK8TOxk/g7auiLza4w992i2+/Ly7+ubrSTowFTUYYoQwnppefu5pN6ML+NOnTvm0PqhTThMMw7+9UkC09dscsufuu18S6NaS6z/AC3TvSH7Sq3Gd16pnVHcwj+iqpTdJxSXuHv8OmXIHwkF3u4WjR2LjumLFQR+3OTBFu1K+n6pu7On9pRdf8ILOTnzywa3tjY4V3iFPw6BSFDBeicb0Ix97wF1+9hduSQeGGBs4E7fF9EHJn1A3CKZb0lby3H0fT6XXWX+NYntnssVBgwmMdk4jOtd/Lmq5vKmN7E4jejLTSkBc1TPxJS2Tj2nqbypbcrKYxT/87pcCodKPSD70LK/TfvEzt6IL8tSb7VHnogj1Pa96u6wV01EttQ9Jqak3AWZuuqFnrRTg2havCS//6Adu3kSQ+hOdfDTWT9n7vPjzn2pb6t6tc4NQp/kpy/vutdls+ZLVEJO+ITpzm+O4+gwrz0vaZvIm6jcjehmba5SWO9QIqDuqFSvGb29EaeN0bXvQBNBgjkoC3aWf/UQX4D+I4253hwbBM8gPfviEl642d8+9Pp5vSAVItwMa+vRKAc+IVQ+t2Vl37OMPuGU9G70kqWapKWgnNmJf0P4netZOqs5HkKOimd1w9ptSrzGH3xaE1mNj7sQDDzgJbHAfPvkT0T/IbMjB7CdEoU9d1TnRgpbXxz/98PC8J4dWg/A6euedblJP6y/+4ilJgZyPJkWeh+dmgQsYF574vpu9+z4vHS83UuSZMmg/21VHR4DHcT1a2bh43l3QLBrj91fyFl5pY3ld0rm+705+8VeGd2gj4g7KaSuV46xepPPuvF4nrUtQi2cCCOHJGtUzTHhZe5gXtRc2e9c97hCqdjDDQTWhwwD/HlInPypZDBd/8oSWy+8XY2ZCpPrhxseFp38hbRszbk63N7wJYcWJy4fsiQO78sWpP2boIzzEO/G5L7qrTz3pLr8cZtFdsH2gvrkm3nrdZz6r8x4pVWCQzjkcNDApg6bibfnEifDcF37Fvf+v33Zc40mMsQFLqisgGv2vqbF8+NMn9QLtqDt2/8fg5oIznIVtUWkArtBguMt+4rNqMNrmuKT77JiiCTRhH/78Z37GfeLTn3Go0YpnaIQPTbMUGBlNtqF4yXv8459w67p6dV6zMUzuKibUM4KRLnz3X92JR/4HXWcNT4SbzeoQepYCDIgyJ1Rv4ydOug9+9IRb1+HfmCa4mGz9+QnR+Q/d+R/8d3dYe9dzujFVxmwx6ACUTspJ/vUSW7gh4UkfaIaV7GUqgo3SIXOw7Es0lscfc8c1khw+HfYwO3GFMrkaxqlOgVAn133q05IVMOfe+97jenB0uV3IlI2x6uiLUoD5/uP/6m/tmKKG6kiHKfqjgFWIc8ckx/nIpz/n3v1v/zWaFLVDZ0K0oZXRu999XFfr5tz12t7w21Kq+yxDaE9Z7Wu4B12eXig8OamB8rJ2EC5qUmQ1apPdGNL7P/6RW3n3nDuhixh+QtRl9kzaNgbNLNozYQUcvesud+wLX5bErf8m+afJbIzwkSCghcTLUmt19p/+QbJMb3TXf+4LHe/zEX9oGqRAmF1xunzq33/FXfn5TzS4PpkiZJC9ZjJ3VYfvfv97bk0ab274lV8bzp5TKg3eYXvRnCHc8KVH/B70ue/8q7/j7HMj5ptOkOTx4bPPuMs//J677lf/nZsNGjgGn+shxphXXv/wZ9zk6TPuncf+ZeuaK/2N7cUwcbqsR2TvaUeCe+8nP6EzB4xx8+Qr9+8onD7+gRgJTGOS63zDl74s3XRz7o1vPeoFSwNhTVC564w5+/9pC0RX60792r93hzR7tlEjhterG/hxWr4xsV9d7gRy+9+6YOfBMUyEYfLi9OoHvOu1ZXHovk+4c//09+68XghiOIwa1UEU5r2f/Ni99y//5I59/svu+H33ez/+9IrTl0NF8XaAZrD6hWtw8uyAagtvyENe3Lr8rDwx7v5gGyRNiiRg7MSXftWd/7fH3Ds6SMLwiMHqjYnSW9/6L25Gd96pY2PuxOsvD1tLXg8nbIz1C7NTesszNqZT3H7DEgxbOGrDFwBzseKmr/6WDm2fdmfFpIXJtbRtBQdm1bN26ZJ78//9O02Q1t1N4pVIoUyk3G1JjCwqYytvaWR+PPs989v/s3v9//7P7rVvPurO/MZ/dNOSFY0WgA+1hP7gn//enfoPv+Fu/MznfFZ9ujCTC3nvy0KCFD+TBW356gtoh8SGjygmvapD9L6CYlx1lwtdgrf/T7/rXv7P/4d785v/xU1N/iddmZRQdDWQ85pVn/1//tYd1pL61q/+pr8uREHqyMMoGkFkrGxGwzpge8AFf2gfHpdmJINYnqf4lJ9aymZ00/7lLerAa+pfb4sRT+gq1vq6lCuoPpelku6Nv/2GG5Ps4NvUJ2EKmE4HTD5CxT9x2az+KoIoHR1cMCZMLXTsghl8ZurGd+rBh9zyb/+ue/vvHnXv6h3I2ulb/ASZa6zvimlzBfnM//Kf0kd8W7TtPI0eWV5e3ho+LfeyIRz7W5trK+7cd//NvacRgH2Tf3vhJXezmPQdh2fd5IMPq7H8jmSZnvKS1OpsLHS0TS0RLmn0QaA3Au6tMqNs1uakwi7rbil4EGqPEPi6K9EyS+WgCgeB/Qj0NpmxFl6HTV18qAOnN7/xf7kxXaNbPnG96nLVTX7wvhvXrYEzv/v7Oqj4SKJep6ZBlfqhE6hNeTVNCC2nrM3Vm24dqY2CD/VCg1IQcF56G8GFwPk6y8ZWBvdrr7z2qnvj7/7WrbzwnFuQfJRZSapr6XHDuuh789f+V3f9px5OmgjMraa6o61TFvqAKeVoug9clRQ/lB9Ayyb6QNyPaIdXJASOctK/66w3AdMqR+qrLp53b/zXv/cC/dclM3pVFycOzV92GzoLOqFtxzP/4St+94HHYWXrbURS/3MZNIWjwbC8uiZmNa9351d0teef/8+/dnfqAPGhr/yGm9JJ5ATElaCeOpmzERYixgyaSmyKaYKTChwIg9aMaV73JukAjTTO0HGh1eLZt9yC3v2fe+rnfuF6WoeIRyRFbVJ71dRr2YZiddLJpr6MQcMw0QbSJIPO4hsEgwbnhQsXGmHQ0JZ9S56Ar2gWPf/L59zrOvVvaWC9QY9ZDt13vxQ86zokzLShvmB9YHZ21jPPpvobq62r84Nh0NZOGBAwtTNo6g1eqckdNzkW9MLz3Z/+2F187VV3WnKJkFqIDGnCEfxfhaatjmqC1BA0tLFmdXMS7LKpe7b/+99+093z+S+5W37115xC3Ajhqsy6DYWAIfNDLVSTM2gjGDZ4UInT5GAAnrGW9qaCyisaUK2Gegswj3L1Ub9NvTKkTHfxKEKm9vKBUhorYMiTmgUyuzw6Jwatjlh7+SJiQUvwUW8w6CZx+TWrqsoG1niJHmWpf6fqbuS22931+l2cO+6OiY53fPS+rSuT9DnR2eq4f4Tw/K2lNjPoQfQBNJYzg6Z/N1pvIhDlszKyIm8En+rtmmbnJ3T1ceKOO9yG7kbf+/nPaz9a952pJF9vdJTyNZa7B92W3BqCCogM2yUh29QI7w2jQbSv05auhg86uyes7otijMA1gM4FEVciuJs0Ma5GyhU6HIyYsoypUfrBlEKpgTRRPu71YqxstifdSPk8puSPtRPDHQXV71QRG8enuoOBQDceo4zrSh2G2ZffR7W2Geq4zkLGZWuijcR5BT7tE9N0GwFHXJ5G8Kk+vGos8UQOAltSygBz9ob6TOst8Srz19/iyEakcbT9QgT8JiCoGgrGBgIfl2+Fe3+zFcP8Yn9zZ8Ps22wqDzczM0vTZoccKIb/58PMj3TB7RPrj4dleSM8/PLCreFYHGyMfadpwGJhhjuyfS4sPMIXw8m6DbbZFm54zB/bh0XljOO0ubVM5lGRNwzi5CnkJ3EnQfzdRrcI/lasrXiGJ7Zxx98ebuRncDx9IvjZNG3x4vwqII5r7hiP+WHbz+CZHfvH8eNwg2m2tUv7jmFYOgvzdiifwbc42+hs+bQIstmG8hq6Yz+LF2yC8mBFSbwzxm95NtviFpXN0hoes0ln7iws8/dxcvKch8vitsGN6BfjSPMk2BbfcMZh5o7xteEhb/YvuFN4Ub7ND9uMwTbb/HntyW9DB/OxrqpoegAAEFZJREFUIZ7/gS+4CTc/i0t+MLkz6OzoQmIM/n68CyO3xTNbEdJ4Pj5rwsSrzd+Hhbg+QH9SGJEbP/tZPGyLayf2ZvuwgNDi5KWLYcThsdvSm21h276jMlo+srbRYFvaDL2K8pVNZ3nJix/Hjd0avkW4ZLYSp4uqJwVr+TeP7HfWvw1PCIz9zG22pcfOwrY4ZltcHy8vsxYhsrelzbS1KGralvCzdGZ384vDcWeNwbEy2rfFM//0O8pn0uMUQh8IMy9Lb7alw+4Ey+LF6WK3hXs44LMGC9woTz48hLXFMb+CuAYXOzYx7Dy34UjtLPzwbWktHjhSP8WJ+Vcefovrw6I25uFF3x5uRBv/ncmDwafO/G9k6+ZIHN/Hi2C35UGBVpZm1/GW26G9cxRIe/rOZWGIuR4K2KyqHmjFUAaFpzgH+yAkTGpZX/Rjhgy6H+rthbTRKB1n12YVsd/QvbspYLOqpnM5KDxNl2Mn4ffHlrdyPmTQW7TYn666Wsr+pM6eKtWgBtWdmEHvBM69UPlDBr0XaqmfPBbMoIezpH6IujNps/uUTeViJ9rGTuBsin7Arauuhgy6yVraxbCHM5ZdXDkFWRvUDLoA/dC7AgXqqqshg65A9D0ZdbjFsSer7aBlejhhyK/xIYPOp8vQd0iBXUeBupbN3Qq2E8xyv21xZG7jdSN5YfiQQReSZn8E7ERn85SLZu47lof9UYVpKepaNqcAh47mKBC1/36QDBl0P9SrKW16ZbImeLsBTBtTrqmx7oZy7WgeCg58dzRPQ+SNUmDIoBslbzngmQdS5RKVjFW0dGx6uRzjbRpXSVLs+WgxTfd8YfZ5Aepq80MGvRsaSoMzzLaZbFTWppfLMd6mcUXF2tfO/UzHuL3sh0qsq65yhSUZgboh6RZucMyO41Mhnb59GjEu4sTxDFY3O6/CPazM08u8eIbbcGTTZdNUyV8c19zAM7fhjG0L7xTH4sdxYreF59ll4+WlrerXDVencMJ62Q4qmwY6Y8z27i6JO+Y329a6wPLIS/xJ6AAtikf2vLDYr8hdAn1hlA7ZyU8TZz9258f2vnHdWLQ8PwvrZOely/pBp5hWWXidwrJx+Y7hJe68WFt+ucKSLNim6Wbjj9u+Y/F9lqaTbek8HI45oz01v3yLvn0cia8Eh+GJ03fCk8LPRMpLHy8bCbc4JjrTw8rsQcRp8sIzaNs+U/iCWbZcebRpAxp9GHy8su7styWL/c2vF9vgYNsPOOafdefhiONmw7Nh9o1t7myaBGee73Y/q1ezk7TtjdJwGT6zt0OjeW9Pmxcvz8/gGj6fl0ica16a2M/SF/nF4Vm3fZsdw+jkznSTTlF9GH1sZDOhUVlcWZoCKM8vRm6wzbawvHRZv2waS2t2Nty+se1H3Ni/KK35x3YL9T2WOA1gNBPd4PCEmU34ysqK1zyysLDglpaWUibj04Z03h3+MCJZoWM4uDGGO/tNGH5oVEGwPQLZERdo8QmvajwOlcvyQ3r8DGaRNok4DpMiX6aoNbaFd8kUcWHM0I9yIbCccmEsH7kgcvAWxaPuMODiNyUFltKc492oNAJnnOfYnaTs7S9wkFdMu0CjitVXDD9252FJw/PakuDHNCIutKRNGr48mH4iS3vWv7ju07hZXNG35Se20ahC2Uxgf5ynFKYcWXwGI45T5CYuSg9o/+BBNRp0NZyWrixu4sf4i9xFfcDwdbQjunWMp0Dyjdo3a//YRWUxWOQZk42XpbPFN5t00I2yYValAQq/mAYWN2sX4bR4WdyUY3p62l24eMHXHfyVerTyxfBi/Fk4Br+FNoNuBkB0BGzTOIJKHBDbLLAbjF7CwYf2CtNJaB2+F1hl0gCf8oGvaX1sNDJwQH/wNmWAjcYR1Pzgpmw0FmNadeKlvugItAtscNE+NiXPOxrPakNp+NBJCB7wNW3ASQcHF+XkuwkDXNoi/Yy648d3k/2NctBGJqSQ49Dh5vVyWh+Alk32AWsnVlfgM3fddUffYkJ0+NBhNzszm7YTY9BV8bWo9CqGBkLDxKAaJzuaVYFVJi44+NHhmzbgsU6Au0kDfGhJuQZRNspFJwBn052csjH4NE1Dqx/w2CrL/Jq0wcevaTpSBurN+ig4B9Hf9nMfgH7Gv5poI9aXfb1NjKc80vyr4ix1iyMebXDbd5OjHgUBDzgMj+GtWsiy8eOyNYXL4GLH5TL/snktG68IRxP4DKaVLf4um98q8WL45q6Svpe44LEf6ZvCa3BjXFaXveS7UxrDRRxw2LfZndL2EzYoXFYObHP3k+9OaQ2+4Yq/O6UrCkumwkWhXfybHs1BD45B4OlS1NqC47KY2+zakESAmoQdodnmjPHG7m0R97jHfihbXAbcufv0DdRTFm8DKPY8yFIz6D1fyoNcgGa2SA8yRXeu7OHwt+kMcGA1NLuDAkMGvTvqoblcFHTqePbSHPIh5DopMLCZrV0DqjPzuwDWoOhHUevqX0MGvQsazjALQwoMKTCkQB4Fhgw6jyoHwM8OLw5AUfdNEQe19TAoPIOumEGWqy5cQwY96FYyaHwF24l1LcGKijMcAIoo07v/IJfovedy96YcJP3qwjVk0Lu3Pe3pnDU9AOxp4gwzv/8pUDAxqlrwIYOuSrF9En84w90nFTksRmkK1LXtUBphDRGHDLoGIu5qEAW3OPbpQf2uroph5naWAnVtO5QqRVG/K5V4K9KQQW/R4kC5BtpYDxRl935hh21j99ThkEHvnrpoJicFe2HDLY5myN0k1EEt0QeFp0la5cEeZLnq6l+lGPTwwCevuveIX8FSq9E6LcC5RyjWMZuN0i3GnEPDQc1sB4UnLu4g3IMsV13tZJssDgSYIKXrxRdfdD/96U/db/7mb3pRh4wIWaT41TVSZCsIXAY/xhG7s2l6/c6WCzhN4LH8JWXbwtEkLmAPqnwpLs3acds3dpMmhQ/eATxT9vhCkVLcTRQww6QNl9l1omzrb4GGTeCxPBs+q64mcRlO3zYarLe4n1GeuEyx2/JTxvYMmsQAR2YpYvGQr/tnf/Zn7m/+5m+8oHcAGXJsc8PIzV0GWdU4wLdfnIeqcMrGz5atbLpe4o0GbTGkbZKGBjsuW1M4Y1yDrLe0HYqhDWKW5PFV0G7SS/uwNHG9mZYfo7PFqcsGbkLLZGGNu0kD/M3REsoqaspEGy1V1iaM1c0WLRM8vdLS1wDAmDnDnGHW3/rWtzxz/pM/+RMv1zdbkDgT2bC6v8Fl+OqGnYW3X3FRzoGXbYDXRAZZth2hZWAmoyPNMsytsuFq3uzHeqNMmKzdKzVbNms2Dv/EE0+45557zn372992Tz75pFezc/bsWT+TRgg1amPeeOMN9+qrr25XedVrLgrSMViAD60S4GYQsYIXJOnLGxU8CPOemZlJVdT0BbAgMWVARRNC7Y8ePZrKhS6I3pc3NETQ+yuvvOLxQEPqvAkDLluBoZ4JbTG0K/ybMMAFPhpODF8TeGKY4EQNFWVrUqMKOKEl9YaKLdR6meaYOD91u69ever72qD6wMb6hjtytFmtQtCIdkL/xsBPmmqT9C80qrz77rsOvgkdaSc9a1R56qmn3BM/eMKdvO6ku/HGG91f//Vfuz/4gz9wp0+fdo8++qjXnUdjBBGF5EeHJxPWQXypoz/0xzCQRL7JvqQxWCNQ+s1mlE+3pQORODRMcFVl0KQ12JaJbn5o5YCY4IsJyt5VvHTOg2M4utmkhYY2MKKOikrFZPObhZWHt4jWpCU+P3BQZ7itbDGs2J3FWeUbODAVjOGiTDF8RcltG1XwWFzgQktwWMcw3L6+MqvYOB8GI4lfnCdLE9vQEzrairNbvRkug2HfnWzi0hapN8NHfMprcMzOg5NH56L4sf/q2qpXeWXtpGzZ8vJQ5Ac+6wMbrQ1fvn76QBEe8wcfdUX/xlA2/OJyb8Xd3hby4hXFp18D3/qcbyetMbe5kUwugYXZ3i+28yvitRgxv/Nv33H333+/e+mll9xjjz3m5ubm/Ozu61//uvf/oz/6o1TtzuEjh93NN9/sbrrpJtI3bhj10Mc2CMMsjA5hTKZJnMyeaTAomByEoQPwO3PmzCDQ+YGdmcqgzMLigtcBNwh8rOqYtAzCgOvkyZPuhhtuGAQ6vxIZVB+g/dMPBtUHWGlhKF/TBp4FH7nzzjv7QtV65JFH3Be/+EU/otEYfvs//rZrjbfcM888429xPPzww+moDfdnJLCCQlxGwiaMzYpY1kFQfjbK1o3PZgnM1sEBY4ln0HXjg2aUyxh0U+Ui39QZDcXKZn42ktdZNsNF2fgxe7AZX514YlhGy5XlFTc9NZjBjrLBVJre4qBsfmtjZdkXmf5GXTZRdzajo2yD7AP0M2jZZB+AeNZOcDfFS6Ah5aFdQEfqjm/qrFd+0iLj/DDMnPlhGAF+53d+xz3wwAMeAQS0eMbQ4rQ+Uc1/DH6M13DXjMqDA7bBB6e5m8Jl5TK7CTzXpFEbE5fNymV2XXiNcQCXMhkN68Zj+TV8hqdJOsY4B1k2T8twOIjbfpafOm2PK2r3Rtc6ccSwgG+MmRsqflsqjlCT29pJTLum2go4MHXRskXmIZIBBjiZP3XqlPvDP/zDdPnRVIHANzQNUiCzD9sgpiHofUKBphhlJ/LsBM5O+dktYS0YM1Pw2MC0vdpw3ZzA8B0z8Dju0N0/BURe0bd/OHkQdqruwGtmp/Jg+PeN3VAbydKHQ/Gh2R0UyN1AhhnTqeJOtjuyuz9z0RRzhlpFM5OmB9wYb9O49mer2F6qmKbbQ4c+3SgwSPrV1eZzGTQFBUFdSLoRbhg+eAo0PvgOaLY3eMrtHMbG62zniqY5e/Oz9kHgMBLWVVeFDNoQDe3mKRDtBtSObJCNMs583EBjdxxn6K5Ggf08YRrk7LYa1XuLXVd5hgy6N/rXmmontjhqLUAOsJiZxO6cqEOvkhQY1GBbF3MpWax9Ga2uuqrMoLnNMexwe6hNFWw1DOtwD9VhyOqQcfZXZ4OkX139qzKD5hJ2Xcj7I/f+Sd3kFoDBps7iejP/QVBxkLgGUZ5B4ojrbADbtL5odc3+BkmnUrgKJiul0vYSqQZ8lRn0448/7gX9kN9BdDzuaA8Cj5VnUI2TMqWX9Jvc4wgNi1do/AZlrGyDwActB9VGKM8gy7a6uuZfoYF3EG1zkGWL620Q9UfZBoHH2sia6q5fs01gfx7AeBT/xje+4WVxEG8Qj1d4dm33tON85OWzXz+enA6iTOST56asRpo2RrPrrruuDZX5t3nW9DEm4TAI1zLTFC6DCx0HJc8BnLyyNdxWxrptg3/rrWfSsg2ibUJH6291lykLL+4DVt5snDq+DTaiB5o2JrObNnL77bf33U5GNKL0dL+FZFbwpgs9hN8fBYZ11R/9dkPqQdchXGEAC7vdQNra81BnXVVm0JvX9Cycf8Paq71imwRIo8EM661JKtcP23d29Tf+D83eokAdjLoyg2YfDAY9NEMKDCkwpMCQAs1SoPIh4ZA5N1shQ+hDCgwpMKSAUaAyg7aEQ3tIgSEFhhQYUqBZCgwZdLP0HUIfUmBIgSEFeqbA/w9T1Wv+fshsMwAAAABJRU5ErkJggg==" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 1\n", "\n", " Consider the following signal, created by the formula $y = A \\cdot sin(\\,2\\cdot \\pi\\,\\cdot f\\,\\cdot t + \\phi\\,)$, for some values of the parameters $A$, $f$, and $\\phi$:\n", "\n", "![Screen%20Shot%202020-05-29%20at%2011.23.15%20PM.png](attachment:Screen%20Shot%202020-05-29%20at%2011.23.15%20PM.png)\n", "\n", "

Give values for each of the parameters A, f, and φ under the conditions stated:

\n", " \n", "

(a) A > 0, f > 0, and 0 ≤ φ ≤ 2π.

\n", "

Solution: A = 3, f = 0.5, and φ = 3π/2.

\n", "

(b) A > 0, f > 0, and -π ≤ φ ≤ 0.

\n", "

Solution: A = 3, f = 0.5, and φ = -π/2.

\n", "

(c) A < 0, f < 0 and -π ≤ φ ≤ π.

\n", "

Solution: A = -3, f = -0.5, and φ = -π/2.

\n", "

(d) A < 0, f > 0 and -2π≤ φ ≤ 0.

\n", "

Solution: A = -3, f = 0.5, and φ = -3π/2.

\n", "

(e) A > 0, f < 0 and -2π ≤ φ ≤ -3π.

\n", "

Solution: A = 3, f = -0.5, and φ = -5π/2.

\n", "\n", "Hint: You **could** use code from the IntroToAudioProgramming notebook to check your answers!" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 39, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Could test these answers here\n", "\n", "A = 3\n", "f = 0.5\n", "phi = 3*np.pi/2\n", "\n", "plt.figure(figsize=(12,6))\n", "T = np.linspace(0,6,1000)\n", "X = A * np.sin(2*np.pi*f*T + phi)\n", "plt.plot([0,6],[0,0],color='k')\n", "plt.grid()\n", "plt.plot(T,X)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Representing Spectra\n", "\n", "We could represent a spectrum as a list of *(frequency, amplitude, phase)* triples: \n", "\n", "$$[ \\ (\\,f_0,\\, A_0, \\,\\phi_0\\,),\\ (\\,f_1,\\, A_1,\\, \\phi_1\\,),\\, \\ldots \\ ].$$\n", "\n", "All these variables are floating-point, but note carefully the following comments about the units involved:\n", "\n", "- Frequency $f$ is stated in $Hz$ (cycles per second), but the sin function expects an argument in radians, so you will need to convert to radians per second by multiplying by $2\\pi$, as shown in lecture; \n", "- The amplitude of the signal returned by the `sin(..)` function is 1.0 (following normal mathematical practice) and so the amplitude may be left out in simple cases, or you may need to scale the signal with $0" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 42, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Returns a signal specified by the spectrum = array of triples (frequency,amplitude,phase) \n", "# The length should be `duration` seconds long. Convert to samples when creating the array. \n", "\n", "# Some defaults have been provided so you can call `makeSignal()` if you just want\n", "# an example signal. \n", "\n", "def makeSignal(S=[(220,1,0)], Amp=1.0, duration=1.0):\n", " X = np.zeros(int(SR*duration))\n", " T = np.arange(len(X))\n", " for (f,A,phi) in S: \n", " X += A * np.sin( 2 * np.pi * f * T / SR + phi ) \n", "#. OR:\n", "# for (f,A,phi) in S:\n", "# for k in range(len(X)):\n", "# X[k] += A * np.sin( 2 * np.pi * f * k / SR + phi ) \n", " return Amp * X / max(X)\n", "\n", "# Test default signal\n", "\n", "X = makeSignal()\n", "displaySignal(X[:441]) # just look at the first 0.01 seconds\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B\n", "\n", "Using your definition of `makeSignal`, create a square wave of fundamental frequency C4 (Middle C), maximum amplitude 0.8, and length 2 seconds. Display a slice which shows 3-10 cycles and listen to it using `Audio`. " ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 43, "metadata": {}, "output_type": "execute_result" } ], "source": [ "S = makeSpectrum( 'square', 261.63)\n", "\n", "X = makeSignal( S, 0.8, 2.0 )\n", "displaySignal(X[:441]) # just look at the first 0.01 seconds\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part C\n", "\n", "Create an organ signal of fundamental frequency D2, amplitude 0.8, and length 2 seconds. Display the signal so that you can see 3-10 full cycles and listen to it, as in Part B. " ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "image/png": 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bmQRQDj+ApYcOZSff/LSjzumDW+qDzy2tzEOO2zlfh5S2jE740TM8gbrinGCiSeHjIFo7yvv8E1csDD435g3wyngCcBBtEGW3duOKyuBzqpXsrrPsp6ubgTEfSvM8wcG4INuN+pIc5Ge55vnI0g/lM3rLtKw/AIxxR06tDIxZN7itCyeLCRulPGzUyxID3Tyxz6pjuWLJpOvMqppCuJy85K0b5eN//YqK4HO5Hmu8fvZw+7wcUzpzRHY5bZSJJsDyinay5nHOcBBtkEsDlpXMurrJgqvLpE63nx0jtHLqkpWpu1+a9StKcj08yzbAUVnQpoI5AMHJi+piyOhBLbWGypSy3U7Ul7CkQzdCCJy4NIiCLNeUybcQwOCYDx1yTGf0sOucVfS9fe2kdEYVKOdy5l8rg2NetPaNYltj6YzX2FJw7nAQbZD/3t2MHLcTJdLQHLCCOkY/e2WnvI0NxVOeH5nwYde5Xm5KoZnz3SPI8zinLMHetNJacfEHOBOtk5ek9/mtqyunPC8ET1h0MzxhZfaXVeVPeb6myJLhne0atv2Y0hnlXrVpweQqCxEhz8MBtG6UvHSjbIylUAm9ll4OpOcCB9GGEEJACGBhWW7Y15/jpSqtKJ/L9dNs1tQqAIfQ+lBNVj4SUpwSyvA4Swx0cqrDWmVZGJL1Byxbqu5htsvUyc5TM7P+wNTVREYPSutfnOueIbkb9wXwC1lMy+jhLXltq2SH4g65CjA6weP2XOAg2hCnOoYAAEsqpmY0KmX3KzebyWvlucMXkeVyzAg0Fk87/0ziqBaxC0unThDzpJbxBW5KoZXDrQMoyHLNGDMe2rYA2S4eR3SiGqqE0/oDwAkpG2MSR3XzVV7FoeRnu2YU0TKJ8YHslzA90ZTLWf+E4BHYELvPWfKCuzdMdSwgIs5qGKB/1IvsMBo6Zbd2WBawMInzmmztfeWS8inPL5CrLgXclEIbF/stDe72ddVhXx8Y87FUSSNKFra4YupkfKEsxDrfzUveunhbuiaFm7Bcv7yC/f014g8I7G/uw4LS3GDh5nTeYWnYnOAg2hBNnVYmekPDzIBZQODV4x1Bpw4mMc53WzpF1c0tlE3S0aC9nwuCdPGybPe9orpgxmu1RdkYGueiWV2822QFGiuqC2e8przmD/EEURvnukeQ43bOyPrXFecg1+PkwE4jj+21fP1vWxN+gniuewQT7PSjhTbZ8XR1zcxx5PJFlgvNMPeumBMcRBviGdlhrKpgpi+0GqA5htbDe9IfevvamhmvhTv/zNwRQqBneCKibeCo148Xjlyy+ajSF7UEe0OIBZhCrXKNc6ChBZX4+NCWurCve/0BHGjmCYsu3j9rjduNYeqGXA7rHnmhhws54+X4xQE8trdlygREuaBM10MDQEE2W8AmAgfRBggEBNr7x7CoPG+GgTwA3LB85oXMzJ3DrZbd2tbGkhmvKf/LZw9xIacOlDvBlSEeuqGsri3kynqNPC49i6fXVgCAQ3aK5AxS/AQCYob15dtyOXtTw8xxBLA66LX2cZv1eNl7oRfX/91r+Munjkx5flD6+quOp6GEmzQys7PnfC/u+Ie38Ec/P4Ad334r+LxyQYk0bgPAi5z8mBMcRBugc8hqMx1uhg0AAZmCbuoasu2Y0pnXT1rygtqimb65S2XRiocLsLSgdHP3bQyfrVtWWRC0CWNix+sP4J9eP41f7Zt0JBBCYNTrDxYjT0etBrwq5TVMbIxM+LD4i89i7ZdfwFeenAzslNf8tkUzZWEAcOf6Gri54UpcCCHwwD+9g/PdI/jXt88Fu8qeloX3oR1Pw9Hcy5OWePj9R/YFH5/uGApKRpWvf0PpzJgkS94bw8xlmBjgyMIAb5zsBADcsjp8hbcK7M508lJVvAyMeTEW0qUtEBBo7hnFyuqCsFl/p4NQU5QdLDBkYudzP9uHe767E4/tnQzsmqWXaLisPzBpk3SKXQzi4sqvvYpvPH8Cf/jfB3CkzZIMNMms//r64rCfUVX2OZz5j4s/f3wycP63d84FHz95oA3ZbkfYQAMAnEQ41z3CtSxx8G7T1GK1/3z/AgDgnLy2Ny8IP47UyUZCR2WHPWZ2fP5AcKXkTjk5OSMlSj3DExFdOIgI1y4rB8fQc4OD6AQ53NqPf3v7LDoHx4PPHZCm5tcuDb8kNb3ym4mNf3mrCeu/8iJW/vnzwc5hXTLrX10UWfs84Qvg8f1tthxjuvD0wTY8vr8NB1v68Uc/PzD5/AFLFlOeHz47es0yy7Gjjztyxkzn4HjwOgaAH711FgBw4mL4LpwKIoLLQcGAhImNR+WkUBUiq7Ekz+OCJ4r16MCYdU1zd7fY+e9dzQCAn//PKwFMdt985bglHVgaxt4OmCyAc3B6NGZUAP3RrQ3YIeuDDrcOYHjcB69f4GOXLYj6+b0X+niCOAc4iE6A/hEv7vrOTnzlqaO4+f++Hnz+nHSLqIiwDKt0us8cZJ1urAQCAn/9zLHgz//x3nkAwD45YZneHCGUBWW5KIhQCMeE52vPHp/yswogekcm0FCaE7yGp6M6coauFjDRUUHd/3fbcgBAh5yQqyXvJZWRJ92+gAh+B5jZUdflyuoC3CFdIY60D6BneAKtfaO4fkXkehU1mfH6OdCIlcExS3e+eUEx8jzOoGSge8hqErSmdqZbRCiqII6ZnYMt1grW1sYSrKyxnJNOXhoMuvdkuyOHe0pi2jvCyY944SA6Af78icPBxwNjPvSNWAPD26e7sbauMOIy6/JK6wLPYp1uzOyR/q0qc/HsYaspgsrgbZrW7juU9XVFGBz38Sw7DlRW44s7VgIA3jzZif4RL0Ym/FFb1+dlWde8alXNzI7ygv7IZQ2oK87BTpmtU/8PV1SouHZZORdyxoFqfXztsnJslvaXLxy+GFxJXFweecKiCuBCVx2Z6Lx6vAPl+VlwOR24e0MtuoYm0D/qxQcyOA5XVAhMOlj1cEfOmFEr4BsbioNjxu7zvcHJuFolDMdtq8PbDDKzw1FcAhxo6QMAfPbGpfLn/qD2dswbWYPrcBCqCrOCGSdmdt6UOvOv3r8OFQVZwYHhCeleUFUYWc6hCt2421hsKN/tW1dX4UaZmTvTMYwRr5VVujdCUSFgDeAAkBOm8Q0Tnkc+uACPy4HKguwpjZhU1tQVxZy4ONfDOt04UNf2LauqgpIBp4OCdmvhvM8VqsBTNWRhZsfjdGBdnXWei+Xk+3z3MLy+AK5ZGjmoczoI1ywtj7jixcxExRNVIdLG3uGJoC66oSS81j8U9f1gYoeD6DkyMuHD+e4RrKsrwvXSjufUpUH0Sy3ovdM6FU5ncMwXLEBkZucV6UCwZWEJKqQed2jcF8x8ludHzo6qjlhDY2wFFgsqu79jXXVQ+7y/uRdvnLCu12jLgkQEp4OCS4vM7JTnZ6E8z7p+a4utgqq9F3pxsKUf1y+viJitA4Ah1unGhVrari7KhsvpQEG2Cz/b1RyUHWxdGL7QDQA2yAJPDuxio3toHBP+ABbLrOhlshj5lWMdGJ7wh+0wO50953t5ghgjDgIWluWiUHaMvW11FU51DGHfhT54nJELZgGgXhZynuREU9xwED1H1KC7aUFxMHvxyrGOoIYrbxYN7pWLy9jkPA7UjcvpIDyw2cqE9gxN4LUTnVhXVxQ10FCBNnu8xsbrMliuLMhGSZ4HdcU5aOkdxYRcZbkxim4UsFrMclAXG+M+P1r7RnGF9G+9caU1IVfFgsPj0Sd+90mdro9bf8eE2+lAfpYLC8ss2UZRjhsluZ6gj3xR7uwt6986xcmPWFArf2UywaHuk8ek3dr1yyNnogHAF7DGmz7W6cbE4/vb4A8ZB1RC71Brf3DsjsRKuSpD7NERNxxEzxGVlVtRXYB82YtewLJbA6KbmgOWhc/gmI/bmsaAEAKHWvtxo8z4F+ZYNzq1BDubtrxGLm9xt7HYUA4Fl0u/3KFxH051DOFR2aZ3tgzS9rXVrPePEdW8xi07tCm9+U/etQpn743gzDGdU5fYcz4WnjrQPiXQuGpJGbqGxoOTlSxX5GtbXdPRpHrMTJSNXb2UE7wo6yWiSfAABAs/mdjIcjmmuMt8aHM9ACupcc8sK+OKF49eNHJs6Qzf6eaImtldu7QCDgdhW2Mp3mvqwX6pky7LiywvCEV5wjKR6ZKV3MPjlkZ0W6MV3L15yiq8um559O5WSysL4HE64HbxLDsWXjk+tXnHvRsnB2Cng1A6y7XtdBCauoYx7mOHjlhRHdqUTlcVCc3mKqMKiM6xljEmslwOCEwG0dWyQdO57hFcvTR64sPhIFy9tIxzdTGy70Jf1NevjqKJBgA111GZayY6bqcDN4a09VYSDSCGRJOc0ERb0WXCoyWIJqI7iOgEEZ0mos+Hef0GIuonov3y31/E+tlkZbeUbWR7rFPol7qtgy19KM/3oHKWWbayZONV2NlRmrh7N1nBXIkM4lQr0+pZzjUAeAMBPMle0TGh7I5CJTSAFdgtjKKrU6hsXit3G5sV5QWtcDhoSiHh5YvDd89TsOd8fDgcCHroApMTcgDBWoto+AMCu8/3wsvNm2ZF1VYsC/GCDu0GOVvx8So5oWxhGd6seP2BGW3sN4fo+x/cUh/18w4HYWV1QbBZFhM7CQfRROQE8I8AtgNYDeAhIlod5q1vCSE2yn//J87PJh09UqdVJKUFaumpuWc0Jq9FdaN85Rhbgc1Gu7QAUxTluKcED+vqi6Z/ZAZupyNixyZmKgQrM6qyEjvWTQYdG6NYCSquk1pHniDOzoVuSzse2nQitBvkbIGdakbx893NBo4uvRBiUm6nuCJkkhKpw2woZfLvMZtWnbH0tQVZruA5A4DfuKoRgOW5Ha7DbCgNpVYmlQO72VErV6GdebPdTvz7b23D335oHS5fHH2VBQDGfYGgrSYTOzoy0dsAnBZCNAkhJgD8DMC9Nnx2XnEQsKG+KJh1C106+cjW6LM+wHKZAACOM2bnoKyoryqYzDiHZoKWReh6Fcqtq6pwpnOYK71j4MA0Zw3law5MtpqOhkvqe1/mCeKsqNXTxhB/4pvkkmxjWS5cUTroAdaN0uN0oDSKdzdjodqoh2bsXE4H/mzHKvz+TUtxZ8hkMRLKvYN10bMTECK4qqXYsa4GZ7+2A9/66MZZP69qL7gp2eyowuLb107VkV+3vAIfnaVToWJFVWR7RyYyOoLoOgChaZAW+dx0riSiA0T0HBGtifOzIKKHiWg3Ee3u7Jz/6uhj7QNTAuAtodmjgtnlBWqA4KYUs6MSFqEB3Ie3NAQfzxZoAJOVyuzQEZ1e2dwgtMlBUa4bX7pzFT6ytR4f2zb7gKz8X9kJbHbCzen+x7WL8fr/dwNe+eMbYtrG1sYS7D7P3sWz4ZOdBqf7nP+P6xbjj25bEZMeVEmbOGM3O//1wQWMhymcj1V3W56fhWy3A8UxOKYwibO8ykpG8SpLfOgIosN9I6bfGvYCWCiE2ADgOwAej+Oz1pNC/FAIsVUIsbWiInohmWn8AYFLA+NTOldVFmTjelng9skrF87XoaUl4QKNz964FP/8ya3Y/aVbYtqGssVjN5ToeKWt1Ienaeh+59rF+MaDG2LydnU5ZVv7Q1zpPRs/22XlEEIHQiJCY3lezH7EqpmQmigy0UmkdkrZO/KK1uxUFmQFfc/nSmNZXtDNg4lMswZLUdUl8oOz3Go9HnQE0S0AGkJ+rgcwpYJLCDEghBiSj58F4Cai8lg+m4yoAVRZyCh+8lvbcO7rdwYbVMzGjnXVON0xhACLR6Py2N4WAFObHDgchFtXV8V8rlW2miUGsZFIlbbSnmfFsEKQ6ZTne5Cf5YppNSUSqrETTxCj096f+CqU0vE+eSDpb1PzjoMoKFucK1zAGRuHpeSxpmjukxbVNI495+NDx11uF4BlRLSIiDwAPgbgydA3EFE1ybsyEW2T++2O5bPJTKJeuMqvtIVdDKKiijfLYgyYw3GtlBiMs5YxKqEyjrlCRLhicSk+ONfDGbvZ0BBoKHaenn+ZWzKjfOJrimaX20WiVn6Wi5TtQRU1j3m5uDAaqnB+Ufnc3Xo8Mp55Yn+rrsPKCBIOooUQPgCfBfACgGMAfi6EOEJEnyaiT8u3PQjgMBEdAPBtAB8TFmE/m+gxmWa6lcxcuV06epzu5FabsxFLQVs0cuRN73EeIKKy+5ylrS3RVKg2yPo649y8ypIYdA8lPgFKZ5TMaE3t3McSIsLyqny8cIRXtKIxNO7DhZ4RbZNolhjMTqIlKKqwkDspx4eW9VYhxLNCiOVCiCVCiL+Rz31fCPF9+fi7Qog1QogNQogrhBDvRPtssvNek/SIjkEfGg1Vkd/UyY0STJPtdqI83xNs186ER1mmhdqszYVbpA/6Wb62IzLhC+BAc98MB4N4yZMNWV470THLOxkdKPcZJjLtsoC7OMHJuBpHdEhx0hmBxC1FiQglue5gnQYTGzwazAnrar1mWfSOS7OhvGFfOMIFWJEQQuC1E50JBxqAlV3tGBznpUEbWCCbspzp5HbUkVCFgKqN/Vwpz89CYbYLFzQUF6Uzfk1aT9VdUkcxV7qT6GRcdUdViSsmPP/5/nktHWILst0oTnA8yjQ4iJ5HVEvfWKvwMxF138v1JL7EpPR17GIQGX9Aj2Z8ZbXVbey5wzxBnI0rYmiEMBtENKORCDMV1ZAm0c7GC8usCeJpniAap6E0F1kuB462cevvaFQWZCdUVKi4akkZeke86BgYm/3NDAAOoueEroJhIsJljSV4r6lHW5YkXVHew4lQlm9lNd49053wttKVX+61NOPuBJ01VPMhZ6IRCxMTypJwZILlSpFQGftEr23VjvoFniBGROfdbNwXwEUO6qLioMSz/sCkxLStn893rHAQPQdUcVqi7hzApPPEKEsMjHPdMmsZ9lQHF3JGoizPA6LJZdS54nAQFpbl4nmWKkVEp3OJ0kWrwlBmJkTAhhja1s/GahlET7D9WkRUEzEd+vGPbm1A/6hXi1yBic6aWjlB5HE7ZjiIngOF2Vbgm4idjGLbolIAwOkOXhoMhw4ttEI5Tpy8xOc6GmsTcC8IpVbD8mI68/pJfZZ0yuP1cFv/LO9kEsUl7cQe28tOP5FQC1BXL01cquR2WRs7cZGTH5HQ5RF/+SLr78WSx9jhIHqO1BXnJNSQQrG43CouPNfFLgbhUNILHab7RbluLCrPQxu3/raFtXVWVoMniOFREq4blifegVXJZ9hzPjL9I/oCg+VVBewVHQOJSmeAyS6Rh1tZFx2OrqFxtPWPaemBoLyiX+YukTHDQfQ8s0Q6dBxr5wEiHCOypbGyOkqUvpEJHOEilYi0949BaFI0Kj/eVp60REVHoFFZkI2iHDcOtvQlfkBpyMiED01dwxjW5Fu+sCwXIxN+duiwgZVSPsM2d+HpG7H84dcl2EtBsbK6gOWlccBB9By40DOsTc+otKfnujkTHQ0dgQYw2eCGmYkQAsfaB7Qt5TVIm7s951mnawf9o160ciY6LKNyMr5tUeLyAms7lgyvT2N2mwlPXbG1yvL26a55PpLkRtmKJkpRjhuDYz4t3WszAQ6i58Cuc73oGdFzgRXluLGkIg8uTUEiEx1VyNnSyxmk6ah5oSrATJTFsmagZ3hcy/bSDd0d0R/cUq9FYpbO1BbPveV3KFUF1nbeP8tOP+FQenGdl+PwOGdH7eDW1daqLzv9xAZHbnMgz+PErav1ZTR9AYFnDrZr2146obOwEADq5Wydu0RGprJAT6BRkudBYbYLQ9wlMiyP7W0BoM8n3ucPoGd4gpe9bUDZiQ3wtR0W1To6y6VHN37r6iq+rm1CGSe8c5oniLHAQfQccDkdKEvQAiyU4lwPuN9KeB7fJ+0E3Xou1dU1BQD0VTMz0RnzBvAUTxDDUpxr3awqCrK0bG99fTEAoHuIl2FNo9pZn2a7zLAQgGsT7OgbSv+oFwMsMQhLW59eT+crl1iSJ85ExwYH0UnAFYtLERB6fWPTBdUSebEGO0EAyHFbGZJnD3NgZwfr6ou0TjjTDeXLqgOlQe8cYvnMdEy1RD/WzkG0HdwmJQZc8DYTVUysS6qULz3nd3EtS0xwEJ0EjMmil/3NffN7IEmKLjtBAFglM9FqoGAmUYGGLncOAFhSkYeOwXEEuCOncaoKrYz2rrM983wkyYfyGFZFajq4akkZst1sc2cHSmJwngvwZ+CUDW3WaPL3z5dSnB5e0YoJDqLjpL1/FP2jXq1tum+Rs+whTfZLTGSICAXZLp6whOHkJSvQaCjRU+UNAKPSu/QkL3sbR8k5dDnZpBNqDq5adusg1+PCsfYBrfeCdGFUg2dxKMoH/SQ3XDGO2+nAloUl2mo10h0ebeNENTPQ0a1QkSOzGdwowR4Gx3xsBRaFFdUF2rZ19/oaAIDPz4HGdJq6hrU7dADA6yc69G+UicilAb2a1FRnzOvHsfYBjGmUXiivaHafsYeAENh5uotXEGOAg+g5srxKX6Ch3BC4UcJM9p7v1Z7peWBzHWfrbIZb9s6kqXPYSKGUlycstnDr6sr5PoSkRDXIWq0x669C56cPtmnbJhOZAimfmdDQKTjd4UgiCVhQlouCLBc8HNjNoK1/FB2DejM9TiJcHBjTmilhwqOy2qYKu1Kd7ev0Nv+5ZVWlVm9eJjJqFYGTH+FZXJGvbVvKyYY16DPpG9U/Eb9ysZ6mRJkAR21JxDOH2DFiOh6nAx+/fKHWbaqB+EznkNbtMjNRXbQ4sAuPKpjSRUAAR9r0LqWnA0faBrRvU7VZ7hhkNxTTEBE2LSjm6zoMLx65BABwaBxkfTIDvfscO3TMBgfRSYIvIDgTHQaHg7R7aF+j0b80nXi3yZy5/qOysQhjlhLpX9yrqaNquqBWQlRGUwfVhZYMj/X+9jDuDWDXud5ggMdYlOS60VCaA49LX/xw1VIrE83jyOxw1BYnqmhHd2C3Y10N2vq5QMUOXPKP99pxLsAKZVi6w+gsmiUiuJ2kPePKhOcy2UmP64Gm4nI4sLqmELkefdaWLpn0+OUeniDawfIqSx7i44t7CkSEhaX6xmwAKJL9GTiInh0OouNEZR02LSjRut3BMS8A4EI3a0dNc4XUe/FYPJOaomzkafbQvm5ZBY62619OZ2aiVnR5gmieohw3PE4HyvK5mVAow4asWpfL+goudjNPfpYVRL9xonOejyT54SB6DmS7Hcjx6C1wuH2NVWA0zK02p+A3sFSqNNE7T3Vp3zYzk+7hCQgBdHMnvSAXDa06Xb/ccozg7qf2sLq2EO8ZlEGlIu+esc5HlkZ5ATBZyPnOaR63TVNdlI38LFew8QoTGQ6ikwSV/XvnDA/IiuaeEQyO+7RnHpQUZ8TLExY7+NCWegBsvRbKodZ+AECl7DKoC5fTurjfOMkZJDvoG5mA1y8w4ePs6HSuXV6hdXu3yqZkdsg5uIEOUJrnwctHLxnfT3PPCLpSOMHCQXSSsG1RKQBgxHDXwsOt/TjU0m90H7pQ1nbr6oq1bpeIcOOKChxvN+td3DU0jr9/8UTGt6pVk5YPzplrRy2EwBceO4SvPXfM2D5MsEF2GdSFKiwcNxzUPX/4Ij7+L+/h/QzPwn54awMAQMBc0DUy4UPj55/Bii89B28GSxlUGdJrx81OEP/XI/uw5IvP4v+9fMrofpKdkQmf8cTHua5hXPuN17D1r1/GSIquwnMQnSQUymWTF45eNLaP3uEJ3PWdnbj7uztTqvmFavmqk57hCfgCAr0Gml0oPvKDd/HtV0/jlr9/w9g+UoFtjdYEcWDUa2wf7zX14JEPLuAHbzRldEt3p4OwoaE4mOk2xZ/88gDePt2NT/z4A6P70cWh1j4jYa6qkdl7vs/A1i3+6/0LAKyJ0Us2ZAaTlYVlVvGcP2B2IvHUAauhy399cN7ofnQw4Qtgz/le+Ayck/s21hnXn//gzTPBx88fNhf7mISD6DgZNjQ7U33qdXo9Tuf1k5PFRv/xXvIPECZ5YLMlMTCVsfMHBJo6rQx0qsgYHt/fZmQZs0jair1yzFwA8HaITjLTr+2uwXH0jXiNWYH1j3gxOGZljSZ8gZSQMlwaGEen5qZNAHDFYmuCaKLzpOKDs5MrOEfaUmMV0QQelwMNpTnYfd6cd/HpjsneAZcGxjEwZm7irwNVxFkl7RZ1Mio9uY8a8FhXhF7bO1NU685BdJw8sc9MoEFEuGFFBQ629BsrCnp0T2vwcWeGNwhQ2lFlWaibwWmD72HDmUEdZLscRpqilOdZul+TU4mXQwL0TM5EA8CHt1oTRFOyzubeqQ5CJy+lxqrWR6T0QicleZZ8xtQ4AgDHQ1YNf747s+30OgbG0W7QClZNUuqKrdVPUwXAutnUUKx9m9dJTbuJjoiKrqHJbbf0jhrbj0k4iI6T8oIsrKgqMLJttTTYaUhkPyRnrQ2lOXj+SGounejiejlAmCpSUbNqJWVIhUDD5XTgttV621ADVsOc9fVFeN2gXVJb3yhqi6xsTF+Ge5uqS9pU8xzlvvBRGZSmijuFy0Azq0YpMTA1jgghcKFnBNcuK0dxrhtu3Q0KUoxfu3wB/AFhLNGkZI5qIprJDk7KK/ptQxniCV8A/aNePLStAVsWlkzJSqcSHETHCRGwTJq+6+aOtdLmbtxMa9P9zX0oz/egtki/xjjVyJE2d6Y66anl7oevWwxgMvDIVFS7XhMSgzGvHwNjPmS5nfjI1np0DU0kfXtgkxKIm1daNnemipTVJP93b1wCYPJaz0Q8LgfqS3KMuRiorGtACKysLkBb/xj6R5JbYvDOGXOB55jX+t4cbjUjMTgl5RyfvLIRADK6KHxtndXWfnTCzFg1WZdFwfEw2cftcHAQnUSowM7kIHTd8gqsqikEkPwSA1MDJQCU5VsSg+IcM530njnYDsAaiBwEnMvgwRgA7l5fC8CMBl3Jqx7cUg+3zDaGahuTkWcOWcVLuv3mASAvy9rmk7JASjdqQqh0mL/a1xrt7WnP8LgPXkPFburavm9jHa5aUm7tL8ldDIZkEqjcQBOa29ZUyX2YOQen5IphrvxeHjGoB0528rNcyHY78OpxMxPEgFxNuGVVJXasqwFgtrbAFBxEJxHXLLMGSYL+JbuzXVYQV5bnwTVLrf0ke0vPtn5LI2Uq87+urgivGZIYFOW64XIQqouyERDJH9SZRmmtTfig773QG9yHkumo6z1ZKZAdwRZrbLGuWFJhfV9MBOgAUJDtwuKKPGS7nXCQdbPNZO7bVIcxb8DIKkuo33dlgTXxf+tUcnuAEwGragqR5dJ//alr7QVDcsRstxPXLitHttuJVTWF6E7BoE4nY96AscL456QbR5bLGZSO7DFYNGoKDqKTCBVoPL5ff2anuccqBlpRXYhyORirbGmyQiB4XA7UGJKfqCyPiULRl45ewoLSXADAXetr0JvkS7CmuXmVlUEyYU+lshfbGkuxuMIKSk+lwKSlujAbZKCSk4hQV5xj5PsthMA7Z7pRKv2ob1xRiaPtAxntX6xWVw4aWNlT5/WaZeW4WiY/THuAJzMbZQGdy4A23OcP4PjFweCK8JjXj7Ndwxl9bd+/qQ6tfaNGNOgeWdx/xeJSbFtUAgBo70+94kItQTQR3UFEJ4joNBF9PszrHyeig/LfO0S0IeS1c0R0iIj2E9FuHceTqlRIiYGJzI5aOllUnou1tZacQ3db1lRDadBNDBBefwAjE0oHbG0/k/V1ysLxmUP6M0gqU1Ka5wlmYc90Jn8QbZIJfyB4znWibK9UIV2W2xpDkrnjmOkW6HfKpWivgeBWBXA5bmewq+3TSZ78MInb6YDH6QhmMXVyccDSnyvnpltWWbUFydy9sHvY7PdOuUyZWNnzyvPqcjpQlGNNynedy8BMNBE5AfwjgO0AVgN4iIhWT3vbWQDXCyHWA/grAD+c9vqNQoiNQoitiR6PaZT3rwmICGvrCo1csE8dsAbeLJcTLqcD+VkuPJbhWkZVzGCiKtjjdODeTZYO+Pa1ZnV8OugdnkDP8ISxzmsquPUYcEh4XF7HWe7J5ePj7ZmrZQSswE5N4kywXU5Ar1tmyWeSWcuobszjPjPnQ01WXjbgg65sSV1OB0qk33qmJz98ATMTRMUNK6zguTDbOt/JXDuk5A/KalE3922qA2DGfebnu5qDjysKslCen5WS17aOI94G4LQQokkIMQHgZwDuDX2DEOIdIYSaYrwHoF7Dfm2nrc9aaug32Hmte2gCZ7uGEdB80apio9WyqNDlJOR5MlvLeONKKwAY0OwuMOb1T1lyVefZlFWQDpqCmvksI9t3Ogi1Rdk4bSBDXCyDi7riHBARrlxchmy3GT1wqjAqA+hjmicTo9MCc3XudyWxPZXqlHmTDI50s2lBsZHtAkB5gQd5Hifys1wgImxsKE7ZphS6uHtDLS4N6Pdvnu4MsVH+XS8a2JculBxsy8ISI9tXzd/ePKlfh19RkIXqkCYxHiel5CqLjiC6DkBzyM8t8rlI/DaA50J+FgBeJKI9RPRwpA8R0cNEtJuIdnd2zk9hhQqM7t0Y7ddLDLU0aIKSXDccDrVUVYWLA2PGlzqTmRy3Fdx2aO5ktndaccTli8sAmLMK0slmQ4MxYBnrm8rqKC00ALhdDhxpG8BIkrsYmORGaXOn235OFYYqz+Wt0gfdZGZQF7mGkgZZLifcTjJWPKzclABrQiCEWYvEZGdwzIdxX0C7fvbNk9bkRGVDVYBnsmNfsnOFvHeZaP9NRFhXXxT8ua4kx8hKpWl0HHG40TNsZEZEN8IKov93yNNXCyE2w5KD/B4RXRfus0KIHwohtgohtlZUVCR6zAlhoqhBUSCXkHRbJr1yrGPKkowKMDLZNaIkzzrX7zfpzaL55cTkVllMVyC1jLqzgqnGXRtqkG1guW7n6S6EzgUXyoLOgdHMDaILsq1rTndnUlVbccMKawx2ykzVo3szWxrm9QsjdmgHmvun3Ew/tMVaxDUlu0oFbpZa5WHN8jh1W79WSpQqZAH+hZ6RSB9Je5TVn4k44eK0SdCG+mJM+AMpN0HUcUdrARDaT7UewAyDUiJaD+BfANwrhAj6XAkh2uT/OwD8CpY8JGNR7gW6rcB8gcAUjeQ9G6xsuin7Gh30j3qNfqFqinJQlOM2ZgWmUAYMTV2ZO2EBLI3h8IRfe6FO34h3il3jalk4m8zG/e82dQcnWyYol0XKH5w12+RHaTELDfmtpwo3razUPo6Mef0YGvdNKdpUMr8TF5O3A+pLRy8ZXeFUWuXuITM6fJUiK871YGFZrtGkWbKjfvdj7Xqvt97hCfSOeINSK2Cy0+r+5j6t+zKNjiB6F4BlRLSIiDwAPgbgydA3ENECAI8B+IQQ4mTI83lEVKAeA7gNwGENx5Sy3LbGKtjRHTw6ifDAppkylKNJnB197rB5fVSO24kmzTrd6YWhRIRrlpbDk4JFEzpRetpDmiUd2W5HsAU1gGDDlWT20+0ZnkC3QUeLFdUFIJpabKmDcAWEGxqK0Z/knvOmyc9y4Xz3iNbgUW3qIyHXtpJ2NPcktxWYCetGRZls4qK7IDzc3D4ghLGmRamAy+nA5gXFyHbrvXeNyASHWlUAJhvp+Aw1LjJFwmdGCOED8FkALwA4BuDnQogjRPRpIvq0fNtfACgD8E/TrOyqAOwkogMAPgDwjBDi+USPKZVRY49pb8pVNQUAgNbe5B2My/I8U/SAJugZnsCBFr1B3XGZJaouCimacDlwuHUgozXod22QVmCGr+3rllt+ujB4I0+ULJcDv3b5AqP7cBIFO7DpQhUYFYTYcA6P+3CgpT+prcBMo5x3TCz9h+rNF5Tlat++boiAW1eZKeIEgM0LrLoNl2b97C/2tAAAnM7J8x0ITE7KM5W8LBf2Xegzsu3inJmuImcMOqCZQMvVIYR4VgixXAixRAjxN/K57wshvi8f/44QokTa2AWt7KSjxwb5b436bCajjN6f0jz7beufWjxXX2INxkkcZ4CIjHR0C2XHumrkas7WuR2E4lx38BwDkzfZziT20zWN6sSpe5Vleuym9jNg0EUnFfAFhPaVpvxsNwqzXagMqarfIoOaTA6i791o2Vmalsep4frFo2Y69qUSJzVPEMvyPCCalIsAVi+BTA+ilRtZv+GGYXXFVlO105r/rqbJ7KsjCVkkg8bQL3KiKLnCwNjML8HuFGyzqZOiHHewWMok90lHlwxORCNX2izqbNl7umMIE77AlOpx1QDkRUOtgVOFm1ZWBiflOlF6a0UqZEdNo+QLOr2o28K4T6j7gyOZsx+GUTpd3UE0MJnlDmVo3DfD2jGTUDJQnTUc4c5nQ2kuCrJccDpSKyxNraOdZ+zIbBFZfro6UV3G7lpfG3xOrRB2aa7eTzXGfQEMT/gzupsgYI9zyCbZsldnYHdRrrCodsCANQEtz/egONdMA4JUIS/LhTGveX2hKnZLVqefNwx43E5Huc68fkLfvpQdZFXh5KTF5XRgQWlmT1pcTge2LiyxpTGHykIfaOkzvq+58MR+yxXHpMWkiQniTlmvkjVNa+0NBFLOmpSD6DhQjhlFhivR/UIY6SYYWthGRLhxRUWwxWmmohol6LQCe+dMN/zTlnWVJZUdN/S50CK18UsqzMlniEh7gYqiVi4FKupKMjvQAKxsz8WBMa0tuQfHvDNWbpZWWt0ozyXpRFRp8JdV5RvbxzXLLB2+zmBGBS/r6oqnPB8QAgdSzMFAN9lup9GmZ4rrl1t2d8m6gqgaeYU2LdGN6i3x1il9TX7UNq9ZWj7l+XFfAL9KsU7KHETHgVpGumxRqeH9OIL+jIxZpgdfOugb9WJwmofptUutwThZPTCJrJbc9YaDz3FfwB5PYSGSdsJiF5sXFgPQ22H19ROdM9qJL64wF5zqoqowy2gXSwrbLsEMHQPjGe1dDACD4z6c6RzWJrMQQki/+SSNlqOwsrrAqBvKjdIT3g5r8lXVhUF/7lSBg+gk5OZVlbZ4UwoAB1v6kzawsxOdcgaP04EHt0ztbJ/t4a8aAOS6ncFGICZR3UVNO4EkM3UGJoguB2FdXVHY11Iw/tCGimEe29tifF8PbWvIeLvMy2UiS5cXvBovItWFJrNdpmlMBujTWVFdkHJ6/8z+JiYxvSPeoNYwUSL5aeZJm6q+0cz1eFVZtBabrP7sWIJMZm5cWanVESZSy/a71tfo20mKc1JjYw6304EllfnTnrP+oI/vT61lWJ2oLHeBxoLwSDgdjmCnyExFd92Q4nbpVaxYL9tSj2dwoklda3bJLFJtlYWD6CRkeNyaXeuyp1Ltj7cunFp5fOXiMi3bN0EgIGwpVKorzrEKVAzfk9RN9qWjl8zuKAVo6hzWtmyqJohlealTRDg07kN3mKYlulFa5fOGb0rKMSLUOzoTuXppmdZhJNpYMTjuS8pVlta+UQhhfuVfbb+py6wOPy/LhfwMv65VYWu+xhXEi/3hkx/KvKE5hQJpDqKTkLtlUwqd1bAAUJJCbgXNvdaXyI7uRb6AMC5psRwjslCcm9ntkQfGrAmdrsx/ttsJj8sRUZfbm4Sd9JQ1V57hm7MKbk3nLIkIDaX6pSOpiE7LUPV3a5xmIeiXY2IyFhcel4mfmiKz10NjmXVtn9HcbZaZCRFpb3qmTBqm1yncsdbq2DyqSaZjBxxEJyF2a4LOJmGHIJWoVF8qk/gDAr/YrUfLGAgItPaFDxDris1VUKcKynNUZxYtnGVeoXTQ2XMueX3Q7VoJSqUbUirTO2xl0cL58c+VReV5Mzrz3S7HRF8SN7dZW2e206xJp5XpeP0BPHuo3bb9JSNCCOzU6M5RkO3CwrLcGYmEXE/qZf05iE5i9p7vM7r9hTLDcTrDZ/ONZbmo1FQRrM5luKpxgcwuvgLs65C5zbCDTiqg7Nae2K+n+2l7/yhGvf6wUhy/34wtZyqhiol11bIwszM0Zt5T2B8QGW8F2zfi1T4ZL00hCV40OIhOQlbXWrP4HsNL0curCgDYa8+UjKypK9IW3PlkeffdG2pnvOb1W7ZrqWijpAv1qx9s6Z/fA8kAslxOVBRkadOLN8kVq3CuHzkep5HuiKmE3bV+dnRaTVbUtfa8pq6k75yxsqy+MPYcd62vSTnHCN18ZGu9Lde3MiV7M4XsSTmIjoPzPfbIHsrzs+Bx6vvTKH0xE5kzGovdIlEjK8qTMVF1tG1gSutsU6yT1e6RXDV0M92vO9NYVpmv/ea3unamxd11y5O3cdP+5j7YUYOnvteHW812/8xyWQHkMwczV2JQlp+F/CwXijU1PlPe5zetrNSyPbvYl4S6+ES4QkrcUskNhYPoONgvL1idAW4kAkJoW/rffc5yMIh0M22LoOHNFAY1F7tFIrQ1dbLR1GWPpEd3Z61Xj3fAFyZCUp28XmY3FOxKYl24HbT0jmrt2hiJNXIFsb3fnnEk0zP/9SX6ixcjtRI/3z2SlCuInYPj6NDYbTcSvoAVj5zQaJcZjtys1LumOYiOg1y3C2tqC20xuvcFBB754IKWbeVnu7ChoXiGabrqivjBufA+0pnCfRst6YU/GVPENpHlcuKWVfZlYbyRuhrEvZ0AhsPozxtKc+Ege3x7k5khmYnXWewWicExn3ZHIR14XA587LIG4/vR3dzmyQNtYd2JnA5CHne0BQC8crzD+D6Uo9D57uRc0bXj2l4rGyy1aFrVHhj1pk19EAfR8UCwpdsaYEk6dLW/JFBYXWRBthsLSnMz3gfTbrlbMtquEWDL5FAVuz26R48bioMIH9pcH/Y10zZbqcB9Gy03FGHT6uihJNS6O2jyurOD6W3R54rH6QiuqDAzGRr32ZL4uN+Ao5Au7Lq2dWb9ff4ADrT0Y2QistQulTpEchCdpGxbVGJLuV+RJk1ZOqBD0hBNV6zO9e4MXl7PdjtRmO1CWX56VGYzFreusjq9ZfJqTo7MDuuyQ3M7CdcsLQ/7mtcv8HQGa6IBK7i1Y26U4TWFU+gdSXxFyy9T0JsXlMx4TUllx7zJN2GJBAfRSYwdS7ACIqn9Ru1goTLu70i8cPSVY5YGNy+MtuuyRrZdA4A1tUW2OML4AgE8uldPxjtVUd/sMxomiK2GawZSnfL8LOS4nbY1VLJj5YhhAKtZGKDXNaOhNHfGc0SEa5eVp9TEhb+FScrwuB+XBsbRY7g9sNcn8GYS2q6929Rt276WyfbIOr64bjmTviKJW6onA2e7zTvd5Ge5klI7+sYJ60Zkh23WonLrRtWkoaHSgZY+AJNtgMMxkuGNXRaWzQwMTLB9XbUtWdh4URplOybJASEQEMBZDa2/90TpNOmU39OXj5nXXycrjeV5cDspbHIo0+EgOkm5fLGVtRw0nI1Ws8Eki6ExLAuiUjV7Gy1Aau5JzgIVu+gZnkDn4HjYhjQ6uXZZxYxub8mA0lZubZy5nKmbZZUF2rblcTmQ53EGV25CyZe1Iq9mcKABWOPo/jSzHYsHlYxZUa3vuovE4nIr+XFWwypL95CVrKoJUxx6lZTUCCTZTdJmSnLtk+Dtu9Bn274SJfnuMAwAfVZg/oDAodbIxT7r6mZ6viYTdmq2Xz5m1g6tXOqAD0b5e2QC29dZbYu9YZwHMgW3k1KzxW2E9KcaR3KSMPNvJx2DY7g0YN5yDADOdY9gIgn9dCsLsmyRmiyt1Nf620HWKkK4IvtItneZRkAI7Dytr/V3JPpHrcRhXxIW4IeDr44kJ9EMsfJHTcalv2RBDZyms/GVhdmoKMjK+EFZlxtM/6gXrX2jETNE/oBA/6jXuG9vKvD8YT2d3SJBRBnvWwwAH71sgS37UbKxCxm+qmUnKrjLVHqGJzAwar55lXJbSpUi5cy+mycxyrZGV3b0ppVVYZ+f8FtL6rujaMLSHSLC5YvskY3Y0agnVUg0i6aaBFXkh9foKn2q6SY6yYzyLnbb0E3Q6w9gV4Z7zrscpMVy7Hz3MIYn/BGLvq9bXpHwPlId1SHzqQNmXUrU3/MFwxPRZOdj2xYEJ28mSaWiQoCD6LjYd8G+QDOStZFurl1mDcbJ6F2cjvgDAk/sb53vw5jBqQ57OhYCCDb9eVvT0uCmBcVhn19ZXahl+6mMw0FYXqVv2TsavoBApw3d0+JBCIGuIXvHNn9ARPXAjYVWOUFcVRNdWxxItmIWG1Hf72zDKyBupwMLSnNREqbXwnwiZGFlqrH3fB8AwBeh4Za6pI+1m+2OqAsOomNkeNwHr18ECxBM47Zpyd+u5jHJjgDw/tkeBBIclWLp2JbtSq5lbyV36B22Z7ny5pVWZ0S7lutOXbJvgpDJ3L2hNulWWk7Kv73q3Ggalan74KyejHy4Ik4A8Mgs7EsZ3Nbe6SBtDclmY2FZbtLJC5SjyLiNuviuofGEJ4jKceyKxeFXf1VRamtfakiVkmvES2KUQfhHtppvsRmKaQcD5SKR6UtVysZoOMEB4tE9VpY50orU7Wuq4LRhaT0elKzigc11tuzPruU6Jedo6szsINrnF3hOw/e7e2giYvZI0dQ1nFR2meqGv2NdjS37u36FtbJn+hRcLVcq7ezEmIwEAsKWCdK4L4CDLf0YSyILR9VH4oYV9kh7cmXG/6SmpESkzP6CJHUMiwQH0XFiVwDgdlh/micPtBndj/JIzvTB+OZVlVq2U1GQherC7IguBr6AQN+IN6jnTSbsvgaae8yeg4bSXLgcFJwAZyqlmpahXz52CaNRggg14T/fnXwZpHRrTOKS94fdGa5BH/X68ZSGe+SFnpGo0pglFdaKgOmk1lywqzX81TZJTF3yPvSrfcknewxHeo0saUSOx4myPI/x9sgupwNVhVl4ybC9W6ZAFF3HuKTCmrQkYxBtF6r71f5m8zUGvoDAz3c1G99PMrNtUamWwsKSXA+2LozsbX33Bivby/UVwJE2szaWalLQbbgZV7KzprYQZRomiXsv9KEvipxteZU1pjdp8KRmolMp7X1dSbZiGwkOopOYJRp8MMdj6EE/MuFH34g3qZZh7Ub96qYL7FbKADuTJy0leR7UFefY4incWJaL4Ql/wlr3VMc7iwwjFhyOyaXWcChP91ePZ27DFeWG0to3ZnQ/TgfhqiVl2HehL+m0unaytLIg4qpfPGS5HLhldXgHK8Dq2AcAb5w075Oc7ETr7qiLxeV5ePu0fV2LE4GD6GRGJF6h+sYpq8VwtFndrXLwWPSFZ/HVZ48ltD9d2H0jVsb95w23o94iM3k/eKMJ133jNZy8lBoVyLrJ1RBAD8Tg27pMZpAWf/FZ/P4j+xLepw7ePNWpJaiNFaV5P9Y+YHQ/Vy6xWt1/59XTuP+f3sbhDGwqVFGQhfJ8jy2+/CobveSLz+JTP/7A/A5j4P2mHtsdQ3Q4wridjqiyp80LrHH726+cwvV/9xqOtpn9LiUj6+qthkq9Nqx+LJKTlsbPP4NP/Oh94/tLBA6ik5iuoXH0j3oTKmZQY/kNUXxFf/eGpcHHP3yzCWu//ALOdw9jZMKHb75wYl68X5U/ql16L/WlNU2Wy4nr5d/iQs8IbvvWm9qs3lIJAeDNBLM6b5+xMhXFUdrR/tmOVcHHTx5ow/V/91pC+9SB3brKrY1WFfylAbPZ0SyXEw9uqUdxrhv7LvThru/sNL7PdKUjhq6Hf37XamS7rVv4Gyc78emf7jF9WLPSOTRuq6WgKio83WE2GVGU48bdG2oBWJr/Hd9+K6mKDO2gPD/LtrqZL+xYGezw+9apLvzt88dt2e9c4CA6ifnQFqtzTyTD/biIcu0vrczHua/fife+cDMAa2C6/u9ex+q/eAHffe00Pvz9d22XehCAyxeValmqiwevz/zv+ZPf2oZzX78TVy+1Mncf/5f30fj5Z9D4+Wew6f+8mBFuEn0j3oSr6pXN15YoOt3G8jyc+/qdeP+L1rV9vnsEjZ9/BsfaB/DIBxfmJchzOgjb11bbtr/KQntswADgmx/egP1/cVvwb3L5V1/Bv7191rb9JwO+gEi42E0lLsojNBICrPqK43+1He9+4SYAwPNHLuK2b72R0H4TJcvlxK9dbk/XRgDB79HwuPmA9jsPbcK5r9+JRun6s/LPn8ewTdaJ6cTZGHTlSysLsPtLt+L1/+8GAMD3Xj+jpYDUBFqCaCK6g4hOENFpIvp8mNeJiL4tXz9IRJtj/WwmY7fnanVRNpq+ugPf/3XrzxPaxvdImi9fKcP+x21shPKfv3MFHv3MVVOe6x3x4kc70z/o+PDWeluv76rCbOz/i1uDP2//f2/hC48dwuVffcW2Y5hv7MwQPvqZq3DHGivA+cpTR9H4+Wdw/z+9bZtf83wSCAh4EvSCz3I54XE6gjKzaNQU5eDx37sagGU/9umf7sGhlv6EO4KmAioTbyev/vENwcdrvvxCRtUS+QMCP0uwUFtJVGNxDWosz8OX7rRWE//XI/vQMZh8K1sJX4FE5ATwjwC2A1gN4CEiWj3tbdsBLJP/HgbwvTg+m7Eoay479VcOB+GOtTU49/U7ceyv7sC//uZlAIC9NnZrnA+qi6yK4JIo0oBYONgSnw50y8ISnP3aDnz31zYFJy9P7E/OGbduJvz23uSLcz049/U78ZGt9dgc0uVQNZtJV0rlNf3uGXsLdb7/iS348t2Tw/m+C3341wyYIO5YVwMd88OsOGz5NjYUT8lI3/3dnbj6b19N/CBShHOGa1lCcTgIZ7+2I/jzoi88iy88djAjgumCbFfCbigelwO1RdlRV1lC+Z1rF+NBuSr/9y+eTGjfJtAxjdsG4LQQokkIMQHgZwDunfaeewH8u7B4D0AxEdXE+NmkYD6q+9fUWm1N59MObUWV6h6U3oEGgJiyPtHoHrJ0jANj8WXbiAh3ra/FHWtrsLAsN+hykM6oLNl8FOh848ENeOx3r8bffmgdAOBAc5/tx2AnjeV58LgcyPHMfbj3B8ScfL1/8+pFOPSV2/DWn94IAHgsRbxfE+VSDJpm3dQU5eDp/3UNfv/mZQCsgrtEu8slO6qjo90F2kSED6REDAAe+aDZeE+HZOCqJWVaemW44pxl/t2D67GgNDdoNZhM6Aii6wCE5vdb5HOxvCeWzyYFTx9sBzBpBG4H9SWycw/mb4ZbKy2bonlopgs+fwDPHGqf8+fVysH9m+Z+CS+rzEdr36gtFdCKXeesVQY7EynbFlnFbp1D9gcbijW1VrV5MjYH0U2O24mxGOwuI6F0+nNZPSjIdqOhNBf5WS4tftXxMB9F0YNSsnJmHmob1tYV4Y9uXY7fv8kqFtfVXS5ZWVKRD6LJjrNzYXTCPyeZUWVhNs59/U688Sc3AAD+8/0Lcz6GufC+ptby8XL8ov2OUkSEN//0RvzWNYts3/ds6Aiiw12902/Hkd4Ty2etDRA9TES7iWh3Z2dnnIeYOJc1lqLn1R/ht2/dCCKy5d+yJYsBAJ/++r/OeRuf+cxnAAA1NTVz3gYA/Nebh237vYkIb7zxBt544w1b93n8wG51rc3pX02N1WziM5/5zJy38csf/j0AoLJhkW2/9299+rMAgI/dss22fd5zm5WZ3L59x5y38Wdf+hIAwOPxzOnz6xdZmt0v/PU3bfu9iQiHDx/BLx991NZ99vYP4pd7Wub8+TVrraz9v/6f35/zNrrPHsXJS0NwuLNs+73/95f+EgBwy8altu3z3/7qcwCA1evmfq/4h3/4FvoH+uf8+S/97icBANfc+WHbfm8iwqWLF/GD7//A1n0KAXz1H74358+XLN0IAPj7b/7dnD7fWG6tYL618x1bf+9v/r9/AgBsWlpn2z6fePYlAICroHzO2/jpT3+KM2fOzPnzyYaOILoFQEPIz/UApq9rRHpPLJ8FAAghfiiE2CqE2FpRYU+v+FBWVBdg4IPH4B/phxDCln/evosAgAfvvXPO2/jt//03AID29vY5b2NtXSGWL6y17fcWQuD666/H9ddfb+s+P/fxuwEA417/nD7f3m5lsb/3ve/N+Rj+7bvfBAAcOnrMtt/77//eCty728/bts+9u94DAHz6q/885238zV//NQBgYmJiTp8fG7F0lFfc9Wu2/d5CCKxduwYPfuhDtu5z4+IqVBRkzfnzhw4dAgD84he/mPM2PvPh2wEAvf1Dtv3eX/yzL1qt30cHbNvnE4/+AgDw1rsfzHkbn/vcH6KosGjOnz/xgWXl+KW//Y5tv7cQAlXV1fifn/6ftu4TAFZcd8+cP//aa68DAJ790TfnvI264hxk1a209fd++OGHUVGQhcD4sG37/PYf/ToA4NyFC3Pexic+8QksWbIkob93MqEjiN4FYBkRLSIiD4CPAXhy2nueBPBJsrgCQL8Qoj3Gz2YsRISFZbl45mA7OgbGcPziQNwXUc+IJcNIRGe7sDTP1uYQ84U6t7vPz88yGTBZbf7acftXW+xkdY2l98/LmrsP+JunEvOZ9rgcWFVTiLws850T55tV1YXoHByHz+ZizlDqSyxp2FCa63QLsq1r+pXj89eVtCjXGu+PX0xvVyUA2FBfFDzn88Xli0vndf+2IRPBg3HW/aQzCV95QggfEX0WwAsAnAB+LIQ4QkSflq9/H8CzAHYAOA1gBMBvRvtsoseUTpTkenC+ewTbQqy41tYV4q/vW4eNDcWzft5B1iCTlYDl0rjPjws9I+gbmYja2CLVuW1NFX7wZhM+8x97UVWYhbwsF2qLc1BfkoMvbF81+wY0cPXScgD2au/nAyJCnseJ/3z/PFbXFqK5ZwROB8EfENixrgZr64pm3YZqdpDIuSrOceNCT/pror0BK3g+cWkQgQBwpK0fTV3DqCzIwm9dvcgWP3ZlI/nume5gtX06ovT+WbJ4aszrx7dfOYWSXA+uWFwW7PwWjRePXgz+zeZCYbYbiyvy4nL4SFUqC7Px0tFLEEKAiNAxMIZvvngChdlu/O/tK+G2wUpTtXsfHPOiIDt9C8ML5WTlnTPdWCUTIa8ev4SuwQmsqimM6dpON7RM34QQz8IKlEOf+37IYwHg92L9LDPJjnXV2B/iHlCQ7cLh1gHc949v47LGEnx4awM+srUh8gY0sKa2CC8f60DfiNe2ILq1bzQ4MNnFYqlt6x/1on/UCyLLlguw2nT/1tWL8Ee3LUd+AtnT2UhGzZcpyvKzcKFnBF947NCU5//p9TMoy/Pgk1c24g9uWRbx80SE65dXJHTOekcm0No3itEJP3I0tCKPbZ/2F+luX1uDx/a24s5v75zx2l8/cwwbG4rxz5/ciooCc41Zrl1WbmzbyYS6Hh/Z1YwfvtUUtqDzE1csxF/dtzbqdsYT9Hl2OxxT7h12MDoPqwxqdeVY+yDu/u5O+EOctP5l51m4HISX/+h6NBrsSqvGjt3nenHjykpj+5lvLl9kNQgjAIdb+3HXd6aOJx6nA7esrsQ/fXxLxG08daAtaCmbDqT/NDXF+e1rFuPbD23Czx6+Aue+ficOfeX2YEeoXed68ae/PGh8ibaxPNfo9qcz5vWjpXcUfTYHGyV5nqDN3Z/cvgJnv3Ynjvzl7cHXf/z2WfzNM0eNHoMKBzPBLik0qPrlp6/Eua/fid+9YQkAoHt4At96+aTxFtm3rq4CYJ9ndc/wBDoHx21vOrKyeqo11E9/exve+tMbUVOUDY/TCra++cIJW44lkIS6Rt0U5bjROTgeDKD/5PYV+OKOlaiRwcNP3zsf9RpwEOG+jYkZVXUMjtlqtdfcM4LhCb/t7bC3r7UKund8+61gAP0bVzUGx3JfQOCrzx4zegxXL7HGMjGPTlp24JTuOv/x3vkpAfQXd6zE7WuqMOEP4NlDF6M2+nE5aV4sg00xv0IiZlacDsI9G2qnPPfV+9fhK3evwR//4gCeOtCGPed7cfniMuPH0j9qT1DrlQHNzavsn9G//EfXIxAQweXtvCwXzn39Tvj8ASz9s+fwzMF2fO2B9WE/e/KiZSeVyPCgNMKh3SLTlT+7cxUaSnOxpCIfWxutJfA/vWMl/vSOlfjyE4fxk3fP40znUEzSjrlitzxpSGoJr1pib1a2oXRyIvzX963Ftcus4ux3v2B53TZ+/hm8dcqsDl8tqz+2t8X46tl8s7GhGG+ctM7nB392MyoLrOD54euW4K+ePoof7TyLo20DQemHCT562QJ8/40zxrY/nW5py7mt0V598MKyqUmes1/bEVwN8PoDWPZnz2HE8GRcke5a4cJsN5wOQlOXVZS9oaEYT8humQDwf188ge+8ehrvn+0OjjHTcTscuENOfNIBzkSnKB6XA5+8ciEAYK+UHJiiOEd2PGuyt+NZLG1BTRBOH+pyOlCU44665K+0tcsSbNpyxeLS8OaPaUaux4VPX78kmA0ORS2JvnDkoi3H0jFgbzvZSoOyiUic+eoOHPzKbfj1KxbOeG1FVUFUmYkOv2W1hKvGk3Tm7x5cj9+4qhF//5ENwQBacf1yK7g42hZfd9N4cTkIznmoragqtHepfvPCkuDjbz+0aYq8y+10YGNDMXae7jKa/cxXxaTHOoztI1lYUjEpi/mv37l8yms3rLDGbbtXkecTzkSnMGoGbrqj4dZGa5BK92K32bhtdRV+sacFY15/sEgqHIs0aO/GbV4STTauXGKtrJgOAsrzrYDuQEs/liVhNyydOB2EwghFT3lZTox6/egZngg7eVWrUJsXlMx4LR5WpPk5VlQWZuMr96wJ+5rqRNsxaFZqISBkp8mRKSsR6Ybb6cCBL9+GoXFf2Doa5b4z4Q8g2zFz3H75mOWikshYs6QiX+4r/UOq7/7aZnzrpZO4amn5jN+3WLrCPHuoHXdPW0FPVzgTncJUFmSjONeNaN/9gEhMXsBMogJn053IxrwBHGjpx7gvcwNpj1z6f/OkWYnBpgYrKMzs6SFw13rrhjfbNZfo6pCAwLnu4YS2keqoceSdM2ZX9lTH29Md6d21ELA06JEK0ZXj0WxsaEhMNmayKDeZWF5VgO/9+hZ8IsyK1iLZht2TAa4wisz5TdOUcW8Aj+xqDvuaEAJvnuzU5vF8sMXs8mOyc41N7gKqCCzR6vxYmY/WyLESrVX1oE0a/UwgV8qUBkbNajq7hyZsbRv8flMPfElWxJSX5cKC0lzj3sbKgizT8cn737tRJi35Wa6EbGABIBAQ+OCsfZLHtw1LVOaCw0FoLEvfVY9wcBCd4pTkulEaoThKfb/qihPTqKnMSath2UiqcLzdbBCwNEFNdbz0DlvBaG4SFTMSEW5eWQlHhBFqeNyHpq5hjGiy1DKdFUx2lLftu2cSa2AzG9vXVRvd/nR6RyZs3V+slOZ5oha7ZYJ3uV3csMLSoA8btt/rls47djE45kVPEl7fvoDAE/vT311KwUF0inPV0vJZtVzr64sT2ofb6cC2RaUZr4lWes7m3vS6wTkcVoMIlw1NCeLlXFf4c60CkC0LE3MCqCy0lmCHbbacSzZUxzXTGvSiHLet44jL4cAda+wN3GNhzOvHnvO9UzyNFc0ygE7UDUmd5VePp3+xWzTscjp6aNsCZNmYiHA7HfjYZcnncpOf5QrK8aYz7vNjMM3G2uS7azJx09o3anxZJ7PDZ4sFsjiHDJ8NdWPddTZ5ZRZ20DMygaFxH/qiZFvqShJryJPtdmJ5VT4yqMfNvOMLiKRbhrYb1fbeF6Yr4agsKr57Q2I2YCtrrEm/PwN8uWMh08dTu7hmaTnczvADqpKEppOfNgfRKY5qRnHacLEbAHyQxNrZZOBgS5+W7ShnCrt8uZOVO9dZQUQ0XTSjl5cNW3Spv+Xu871G95PsLIlBsuVxJpbVzHI5UZ6fGcVu0aiVBYd9NoynnYPjYVcXMo3hCFIldW7C2ZqmKhxEpzjKRsanqXgwEr0jExAC2jSoqczj+1vDPt/Wb3kNF+WEtxGLlUQ/ny7YZRclBPDS0Uu27CtZUXUVkUaRFzX5dd8upRWm9ampQjoliZM1eMzLcmFhWW7E9UMhrCL8RFFd+o61DyS8rVRmTDr8HL+YGeeBg2gmJh7cUg9gsljRJLvPWVmqZKuqn+xiGD5D5HIQ1tUVRfWQjod0usEmgtdwS+6RCb9t19rrJ61Mb7LJRxwOwsaG4shvkAccaZk2VhL9fLqgrmnTDaz8gQAe3xd+0q+b5w+3AwCy3KkVVvzXB+cxpsEJ6c711gQxWScTdqFaoPcMJ1/RowlS62pnIjJkWKxvWgccSt+o9eW70oZW5vFy08pK4+dCFfj9yqabX7LilIHb64a9ou/dWGtbcKfsJmP1rk0WCMB1yyumdINLhPEMl+jcJDtyjoyb9YJ3OihoX2gaZRF3+aLkG7cDQmDn6fDOMxUFWai2uctiOlMyT52G5wsOolMctfT/1qmZgcYBqdH1aczk2anTzVRZQ61sj1yYk/7dr6KhrKnCMZbiHR11rVboRMB8c5tcj3VNPyezlpmKXX//W1dXwWHjsodznlqNz0bfsDfivctBhMsaE+vEGUqy2ioyZuAgOsVRX/5wljIdA5Zn5WWLErMBA4B82RiAK5yBQ639WjR0kSAiLLPZKzoZiZb1VFklt6Ybttcv0D+S2YWcyuZvwmCTn+VV1nWdnwHtkefKCRub0WQKH7msIeFmKrNRlmcVcUZr6pJJ7Dxl1nM+WeAgOgNQX+5EuCIJpRXzgdK7dRg21RcABse4+Go2ro+SrY4V1WhkX3NmO0bcv6nO+D6ICOX5mbXcG41Xjs0saFWNVpZVJT6RFsIaqzLd6ccONsiaArtaXo9GadYzn6yts9qnh3NVev6wVaDsTsKeBHMlfX4ThrGB26M0bhiZ8Gnzvxyd8OMtG2bygYDAe009kW0Z5hGViH76QOTuVzr06arRCGMPvoBAu3SyMcnwuA8nLg0mpU/y4vI8ANG/dgs1tE8ulq4r57uHE95WqmO6bggA7FKyNPeMYHDcl5SBdH6WCwURVppUo6WoRcwpBgfRacLP9zTbsh9eqgqPEFYwqsvTeHVtoZbtzMaI1Ba7ktA1oUwWqCSjfjidCTcR3N/cp237A6NevB2hyEsnyh0gGYvGXE5HsHmTSXRqfVMZ1cDGtP1cQAAnL5mX4yjd9bYkLOKcjTyPkzPRTPLgcjrgcTpQkmt2ibRGFrvZMZtPBaZboqlk18rqAi3bX1KRb9uyIADcuKLStn3FChEFl0jtwLTdWLKjtNDvNU2te1DB6NCYHknAdcsrghIaO7DzGmKSk+uWWbKvvml1D73DEzjfPQKvRlu64zZq2qsKk7OZjjcQyBh5HAfRacBVS8siLGrrGxiy3U4sqcjL+P7fSmLwxonwLgbLKvUE0YAV1Oh0VmHCo4o4hzN8gqhs16afh4CcIerSTFcXZiONElFzJiAE3rNp4mbXfpKVSE5PXUNWbYuS1yTKNUvLkcMrZxjzBtDeZ16ylQzwUJbGPHXAspHS5YErgv/JXJTtmi7tcyRUVjDT2yNDCLwRxnbtgEZ5QUG2OygdyWTslM1cGhhHIMObUnQNjaMzTIGyzmYdWxdaev8hG4qUvf5AyjYaWaFpBdEuT+5k596NtXC7MiPjxkF0mnCgpX/GTSlHfqGXarJL8/kFnjlk3t9117nkDRydNnmu7lhnFTCatBtLBZRDyfSMvCpMK87VIwvwCwGf33wA8JwN359kR3l827nsnYz82raFYbOW/73Lqm/R4e9clOu2rTvmL/a02LOjBHjnjHkt/vGLg0YtUFMBB1HYou+Xj10KNpxKFziITgPU97VreGZWo644R1uXserCbFuqj3ulBrMySfVegPmW3MnWFnq+iCQhcDkIa+sKtWVPvb4AfrbLfHGuKqgpzE4+n2R1zSkbKlPctb4WALdHjkRFQRYKs13aiq+EgJa21rNRWZAVbBSVbKyrt2zXRgy7WagCRjvcZ5IdZdUYSkAAE2kmUeQgOg24dXWVLfvZtLDYlqpaBxGWVuYHu5slE6ob1y+nZV3a+kcB6Jd5fMDNbWyhoTQXlQX2TNq2NZZqm9jqZEmFtWLlmjZTTkYbrXRhcNw3YzJBpL8Y8rG99mSJlUdwspGf5bKlwc/dG6wJYiDDM9ED0pe8pXdqIO0gS+qRTnAQzcTFuC+AcV/m3lTL8q1Aq2SajOBIm2WdVKMpE7NUFigOaHJESHVMu8Ksry9KynbFduJ0EBpKc2Y8r7pD6naL2XsheWVbdqCylgda+ozup6E0B+X5ybuqN5+8LgvE7WyNngncsdaSI5rO/CcDHESnEee6ps76+ke9epdM5ab2ZHix2/r6yNkWXZmYohz3jEA9E1G6/um2ayZo7x/LeIlBIIAZdl8qvLhueeLdIYHJLKuyzjPFeJLXE9y9vgaA+bqHldWFSbnyYTcTvgAenZaR9wasc3+lro688qtzqKVfz/YiYNrvOlGScRXZFBxEpwEN0rT/VMfUQp2Xjl4KZjt0oGQjmR5oCAGcD6P30o0vINBm2CbocKs12CdjVzcAuHppuXw0eXxCCLxyvAMBjbGHKiq0o1FCMjPhD+CpKB0idVBhk2xGubrocifSTpjDEkJg34U+7bs61j6Q8cVuOR4nCiLUIuRoctVQSZRLA2bH7ZZeSz64vEqfpaoJQs+DEALnus3fN+2Gg+g0QDX4mF4NW5Dlipo1ZeZGz/AEmjqHjVt0DY75jFeTX5QFMOuTVMsYDV03PmBy+THTJ4gLSnNts+lq7Rs1un2lzrl2mZ4MuilC7RpVdl5ndlpl5DO92O3GFRXGZRu65HyzQbC08w02dL2cC9VF1kQ5dEKoCg2VXjpd4CA6jRgan3pxOp2kzUQemCyqe/aQ2er9ZOf2NVbAFRpuHW/Xn8G8dll5xMyJbmqKZ2phkwF1z3vhyKUZr127rHzGc0xirKsrmlFY2GYo2LWraDZZpe6qMVM4r+g7pdRDB3ets7aV2dNDi/PdI1My8oOG/LNVpjhTURn50DoTr3TluH9z/bwckyk4iE4Dsl1W5ug5w9ZU6+QXw5Osy6M2Ec6b+Hz3MADLBlAX1YXZtvlSJytLpWOE6QyScp156ejMYD3TGBjzTSloVb7teRrdDTY2FNvilpDMVBRkIdfjTBs7y2QvIlPFyaGSgmelb7uuomJlubknw4tmFeHqHtLkcg/CQXQaUJTrRmG2CyW5k13X/AGBvhG9yyYup0Nbc4toXBwYS2r9nmr8caRtsnjE6SDUFmUH3Tt04BcCbf1jQd/sTMTldKBuWpbchOLiyiVWYZHJgEYIgXebuo13u0wE5V8durKSl+VEQ2kOCrP1fffL8z1pEzwmgtcfmFI0a/LKeOPEzM6fuugf9eJCz4jWGhzd3LvR8pwPbdxUmudBXXGONuvWHI8TSyvzkZdBhXXhUMmfV493BJ9L4lt6QnAQnSYsKMudsuyqCsZ0Zwd8foGnD5rturbnfC/6R823qZ0rmxaUAIDxor96GTwqD+pMxR8QU6rq3z3TDUCvbjRLs31bONR3MZm7UF4ewaVAZwANWEWzR9oGMt6D2usX6B2ZnCS/KYshddZbXLXU+pv6dFbiTmNQrlxs0uxvrRM1aescmpTPEIDFFfokj4DlrJTpuJwOLK7Im3IuXpEB9XS5WKqT0J2DiEqJ6CUiOiX/XxLmPQ1E9BoRHSOiI0T0ByGvfYWIWolov/y3I5HjyWT6RrxT2o0q/ZEyf9eFEMKWhivXLNVkOWSAKinZCPXLPtUxpN3hYk0KFvuZIMvtQF5IsdvIhDXBMtFk6BnDE0RAr97VFO83dQcfN3UNa88i1RRZE8S+0cxdZQGAezbUThlP1bity04QQNjW4qaoT9JCNwCokKuEe85NSi1MuEX4/AHsPN2V8UXKdcU52B9SNKvGkKuWplctS6LR0OcBvCKEWAbgFfnzdHwA/lgIsQrAFQB+j4hWh7z+LSHERvnv2QSPJ2O5YYU16E6/2eleMt2+rsZ4UwqPy4HqouQsdAMmXSFCA64jbf3oGjITEKhVhUzlxhWVGJ7wz5D46JzMKR9d3Q1FUo21tdbEbTCkuU1T5zC6h2cWvyXCBnYNAmDJN852DWN4WjMhXe3sQ3kuwwvClT+5S44bQ+M+9AxPoFvzuK2SLF6D7a3Pdo8kvTyiX7pw9E+Tldqx6mcnif429wL4iXz8EwD3TX+DEKJdCLFXPh4EcAxAXYL7ZaZRkW99cbvkza6pc9jYvlr7RjGWxNo30yySjieFIUtV2W4n7tWc9V9TWwjArDVVMmsYFSrAOH7R0ukeNdRo4OaVlRmv0y3KdcPlIJztmjp+7FinN3uu7v8nLprz5Q7VYyYrqqGS+o6baGRVmmfVyrgyvCBc8at9ljRMyap0rwxtXFCsdXvhCLVFTFYe2GSFeWqFdudpc5r8+STRILpKCNEOWMEygMpobyaiRgCbALwf8vRnieggEf04nBwk5LMPE9FuItrd2Zmef4xEKMmzBmPly6garzSU6F1eU0uDJoP0VKC6MBtPH5xsSuFyEPI129HVymz8dP9vnahsup1LvvGiZBuqur65x9KIm/BkPdw6MKXwKBPxBcSUZVhAvyZ6WaXlutJssGlRQN68dR+7TrY2lgIAuqROV2VFVeCrAyLCJhsCu2RHZfenu8LodolRGeLzBhuL5Hqc2Lao1Nj2daDULEoapuofPDbIQe1k1t+GiF4mosNh/t0bz46IKB/AowA+J4RQqaTvAVgCYCOAdgD/N9LnhRA/FEJsFUJsrahIbvP8+WDLQmv+oQZjh4OQ5XKgUaNPNBDaQS6z8QUE3A7r69PeP4reES98hjRwzx02p9MtynXDQUC1TU0C5oKyVnvrlNV4xumwAmidTijAZKbOlCwnVbh2WXmw+Ec50OguStM9LkVi68ISOJK4kCmo05UZaCLC6ppC7XIOIazvTzK7HtnBNUvLsfdCn+WUIwuUdWuXF0ToIKwTIkr6AkbleKS8uIkI1ywtT+rv41yYNYgWQtwihFgb5t8TAC4RUQ0AyP+HXT8jIjesAPo/hRCPhWz7khDCL4QIAPhnANt0/FKZiPpCvXPaGhj2Xegzqsl6/2z37G9KY+5cV43BcR8mfIGgK8oS6WmsCzXYmF6GXWRTQDNXlJZxXEpPdp4yU7Rzw4qoC2kZQ7bbifb+MXQPjQcdaDY1RFwkTIgXM9yXe6O8tlXn0JePXTJic6filglD94RUKaJTx9k34g3KxHQnhlQH4UxHxSTPHm5HICCw53xvUtt7zpVE8+pPAviUfPwpAE9MfwNZFTs/AnBMCPH3014LFSPdD+BwgseTsdSX5CLH7QxqXNv7R4346W5ttG6mpjo9pRqHWvvh9VsnWi1R6+SmlZUY92a2vCA/ywWng/CszMgPjPm0e6ADk8v/+5vNNEoI13ggGVFFf32j3qD9mu6VilLpaU8ZLkJXE+Rd5ya9oscN1CncvEq/k00or6aIfdnta6zz0Dk0jtOdQwCgXYaneO14ZstOldzO7XQEmze5HOkl5QASD6K/DuBWIjoF4Fb5M4ioloiU08bVAD4B4KYwVnbfIKJDRHQQwI0A/jDB48lonA4KDmZupwM71lVr34dq6HKu24wm+mzXMCZ8AfgNeprq4Bap023rG8XzslNkrke/rnjM68epjqGgHjhT8QdEcAAWQuCjlzVo38eG+mIAQKchOcde2cUsmTW6ALCgzFqZ2HmqK+hbrPuYHQ7ChoZijGW4T7Tb6cCqmkK09082mLpLc4EyMOk7baqQU4XO1y5LbqmlkoDtv9AXPBeFmoPohfL7k+z3MNMQEVZUFeClo5cwJhNBykUsnUjo6hFCdAO4OczzbQB2yMc7EaHToxDiE4nsn5nK1sYSvH6iEwNjXjR1DmN5pf5lJfWHnF54pAtVaLSiutDI9nWh2nvvu9AX1C9uXqB/yXtNbSHeOdON4XFfRrdJvnN9DZ452I5TlwYxPOGf4tGtC2VNFdq0yASXJXlB0BXy+IbGfXA7HXA5CAvK9Pv/jnv9ONDcB39AGLfNTGaEEOgf9eJ12VHQxLW9Wjr9NPeMYr2cLJog2TPRqsDyvaZudA2NY0lFHgo0TxA9LgcaSnOMOh+ZlGrqJC/LujfuPG3VsyT79TEX0i+3nsGU5VmzbFUwUV+i32vZ4SBsXlBs3M1hUXnymvYDwLIqa4Ky53wPfrG7GQCMFEwsKjfvYpAKqOvtQItV6KYKaXWiVhJ2ne2Z5Z3pjbJu/MXuZvxqX2uwsFM3K6R21JSetqlzOCUUmPdstDLPqojzFgPSiwZZ7NYxaLbLarJTUWDdIwfHfTjSNoDhcTOB7rg3gBeOmNH7D455cbpjCONJ3PlUoRIGT+xvBZCedSccRKcRN6+yLtCf77KCujV1ZrK5uR4Xt+yV9I964XAQCgzp6mqLrezoMUPLsG+e6Ex6037AcowAgP/z1BEA+q0bAcsFZFF5XrCZTqaS7XaiIMuF83LiZqrwdLmciHYN6W3kAlgewO39YymhQ68ssL7j33zxJAC99nYKVeSlEiyZSpbLiSUVeXhJFrTeuNKMvGBZVb6xpiIDsh5pVQoUMF6xyHLoUM5KhUnuKDIXOIhOIxZXWDc71aPehLwAABpllnhwTH9xVyqxfW01znWPoHNw3EhmFJhchj3TMWRk+4PjvmDRRzJzmfTTVTcQ5a+rmxy3E2+d6gpqSDOVupKc4OSq0YCUA5gMFpW3vU5UdvuuFGixfpW0AlPodvkBLKlSUY474yeIwOSkBZj04tfNyupCjPsCRu+RJq4T3YQm8hpKc5Lelm8ucBCdRqycpiM25f2r9nOkzUznuFQh9PyaMr5XOmhTBUFZLgc+tKXeyLZ1Ulkw1RPaVHvuOimB8qdCet4gD4ZcE/dvNnN9qEn+BYNSJVNSFJ2ENg0yGWTkuJ14Yn/b7G+cAy29ZusIdKKaNwGTUhrd5MnJyuHWzL5Hhk5YqgqStxdBInAQnWaoJaT8LBeyXGayDio72tafOgOnCUIdInasNZPxyvW4sLK6AM29ma2JdjkdwTbod6zR7zqjWFdn2bud6dSf+T+aQpPO+2XLXgC4cnFZlHfOHZWJPtzab2T7qQIR4TeuagQAfOWe1cb2U12UjWy3mVv+btksRneTGBP8+hULceXiMjx83eKgk4Zurlxiyc8uDmT2PRIAnv/ctfi1yxfgB5/YMt+HYoTkn6YzcfHLT1+F7752Cp+7ZbmxfdQXW9m610904uOXL9S67Q9SqKhrZXUh/uO3L4fLSUY7sA2MetHWP5bxLgaP/e5VONTSH2xQYQK1RHq2c3jGyk6iqIlQueZOiyYoy89C01ctJ1JTHcYqCrJQWZCF8z1m7DJTia/cswZfuWeN0X1sbCjG/uY+tPePokazjCE/y4WllfkpIRfxuBx45OErjO5DFTDuPd+H+zcl/0qfSVZWF+Kr96+b78MwBmei04x19UX4wSe2YlWNOYs4lUEyYbOj9LlLDdjzmeCaZeW4wlCmTnHPRisrGMhwiUGWy4mtjaVwOc0NW0sqrcnQW9KSSSdOhwOLy/NSRhfocJDxFr19o96UytCnMsqh43y3mVWtVLmu7WBpZT4chGBxrk7OG+rRwMwNDqKZuHE5HVhXV4R3DFV6l+S6eUAOwSO7mqVSlj5VaZTLu2MGPV6ZSe7bWIuAQLDRiC5UdjvD551TWFVjJSbea8pshw67CAgzEq6Tsj7GhIUtEz8cRDNzondkAhO+QMa7GNjB9dJbU3el94XuEYzz33AK2W4n6opz8Jp0uGHMQrJ9k+4i5ZOXLE17QykHGoo1tZbef2gss7uf2sUtqyqN2DcSWd+ZlQZXm5nY4SCamRMf3qK/7TITHtX16cWjes37lSvC4hSwSrKTgTFvsE0tY5bb1lhOCcOG2trr1rWnMkU5bnicDu3jCAC09o1qX01IdZTNYqY3ykp3OIhm5sSE31ruVlXZjDmWyiDXQWb0qUsrOYgO5UOb6zHq9WsPCk5dGsx4Xft0lIWjicCOmcmEgToWrz+As13D6BtNfr95O7lrvWWfZ7L9NzP/cBDNzIlrl1mdnnpH9HYE23ehDz6WF0zB5XSgujAbe3nCYgsjE1ZWVLfE4PjFQXQNJX8HPTvZJL2iM9h0xlbu3ViLCz0jWieIKuN688r0a+mcCGoF8SWeIKY1HEQzc0K1udZdONHeP4pB1uzNoGNwLON9ue1i+zrL83tEc1t7l4Nwr6HmDqmKx+WA20l442TnfB9KRqDGVhMOHaV5yW/daCdXLbW8onUvID51wGqYw/PO5ICDaGZOKJ9R3U1A3E4HHghp9MBYfPzyhfAYtHZjJlHnee8FvZl/t9OREh307MbrF9o16M8ebAfAGe7p3CfHVl+ANf+mUePIC0f0ZqKVF3dxLjtYJQN8V2bmRGmeB7VF2XBqnmY7yLw3bSpCBAyM+dCtsdr7ucNWoJHJDVzCsbLasgLrHWbphR3cs6FWe7ZOtYVvNNSRLlVRp/m9JrbLNI3qHmxieN28oDjo0sHMLxxEM3PGLwR+ta91vg8jI1Bd7s526TPad8tMyXrZ6pqxKMvPgsfpCGo9GbN4/QGc7x5Bn+b6ikXleTwhn8ZljaUAoFUyp9wnBPj7EgoR4dpl5bjUPzbfh8IYhINoZs44iVKizWs6sGlBsZHtFuW4jXYATFUm/AE88sEFbdvrGBwz4viRDih3mG7O/BtHSQA6BvUFdsdl84+6Yvbknk7fiBdt/WPGLByZ+YfvnsycuWV1ldaOYP2jXuk3qm+b6YLLofR1F+f5SDKDuuIcVBZma9veKdn8o0rjNtMFFUSPsze3cZR0661T+tvar6llT+7p3CgdS8Z9eq5tIQTeOtXFOf8kgoNoZs6MewMYGvfhfLceiUFrr+U+UZ7v0bK9dGLLQmkFxsvTtrBpQbFW6YxifX2x9m2mOjluazXrtRP6ukQ+d7idPbnD4HY6sLQyH4XZXOBqB2V51r2sR9MqiwrGWWqWPHAQzcyZzQuLAUB7a1PlHctM4nE54CDgnMbA7rnD7fAZaL6QDvTLxhHtbCtonKulFZhL8wRxQlP2L92oLszG3gt9830YGUFRjiWf2XNebyHnHWurtW6PmTscRDNzRtnccQMJewgIYH9zn7btOYjg5YxGWO5W3cY0e0UzM1EmA7vO6bMUdDsduGt9jbbtpRODUp/br6nD4Nun9UtD0oXLFlmFnMSuzmkLB9HMnFGOEe81dc/zkWQG1ywtR55H3zKsgygYLDJTyXJbQ6OuphQfnGVLsUhkuSw5R8+w3hUtJjz3yYY/uopcVVvr+pJcLdtLR149rk+qxCQXHEQzc2a1LCRRN8FEOdjSJx9xdjQcRbluNHUNY9zH2VHTNJRaAcGJS4Natqeyfsur8rVsL51wOghXLSljv3KbULGzctXQQWNZLrLd7NQ0naoCK9GkS5+v/mYBXkFMGjiIZhLmF7ubtWynY9DKRK3j4quwKPP+tj72HTXNiiqr4YrOAp7CbBeKc7loNhz+gMCuc73watDoN/eMYGTCD44zwrNcXtvK35kxh8vpwMrqAvRpks60yA7Ba2rZ2z9Z4CCaSYiCbJf29qPVbAMWluuWVQAABscSH5D7RiaknSBHGuFQWdFf7mmZ5yPJDCpkxm5kPPFVFhUcNpZzt8JwLCyzVlk6NRWEdw6O84QlCkPjPu1yrvoS9uROFjiIZhLiumUVONM5zJXwNlAgbanePp24Br1ddtGqLuIJSziy3U4UZru02S0OjHrh40gjIpulI0+3Rl308kqWzoQjP0uNI3oKAt85040hbiYSEXabSm84iGYSwhOUGCRuBTbCTghRuXxxGQBobY+8vp6XBSOxqqYQu871arEBfOZQe7AAi5mJWs3ac16fQwcTnpI8DyoKspDj1lOk7HE6sE22E2dm0igz/x0DicvwdnGBctLBQTSTENcttzxedRSpPLG/FQDYDCgCbqd1Zt442TnPR5IZqMz/sIbJXXl+Fjaw1j8il8kg7IIGne7R9oGEt5HuFGS58PKxS1q25XYSywuioKRKh9v6E96W0lbXcov1pIGDaCYhllXqK1Ipz89CfUkOd+WLQJbLicay3KAUIxF0BCvpzhUy839Sg0MHEbC4gjW6kSjMtjLRh1oTDzRaZOfTBWVsuRaJOo1Br45JZjqjJs86Ek0ES9Oel8UdJ5MFDqKZhFBFKs8cak94W0TAMtYxRsXldKB/1JtwE5BjMlunrNyYmSyTLgYXNHhFD7NmNCpFuW4sKM3F4dbEs8hE1iqCagbFzES5O5xKcIJ4WE56WKoUmZpiq+7kfFd840hzzwhrzVMADqKZhFBFKsp+LRG4OHF27t9UBwDoSVAX7ZRt4pSVGzOTxdLd4amDbQlt52L/GHpHvBjjQCMqA2NedGlyjGCis0Z6/Df3xh7YvXumG19+4vCUv9GAdAq6cUWl3gNMIyoLslGW58HOOAo5mzqHcO03XsPaL78w5fnH97fBy/fJpIKDaCYhiAhbFpbg/bM9CXm8jkz4cPziIMZ5gIhKaZ7lFvE+d4k0zlx0nkPjPuw5P9XvuG/UmvBcxsVXUXlo2wIAk4HZbAyN+9D4+Wdw2d+8PMWq8Vf7WrX4Taczi9QE8UDsK4gP/fN7+Mm75/Envzgw47X8bJYXRKNv1Ivhidizyq+fmKx7Odo2uTqT5XKgTHYKZpKDhIJoIiolopeI6JT8f1gvFyI6R0SHiGg/Ee2O9/NMclMjbdJizbQJIWYsbw+NWT+vqObMaDSuWmLpdA8098X0fp8/gE/86H187dljU55/4ehF3YeWdhARGkpzptzQZuPD338XH/reO/jb547PeI39z6OjVrX2xujQoVopdw6Ooy2kTiDP44LHyfmhaKyusTLRscoFQlcJQ3Xr7zexW0QsfGRrA/pGvDHLuh7bN+lPfyDYyRdwOx3Ytogn48lEoiPN5wG8IoRYBuAV+XMkbhRCbBRCbJ3j55kkZW2dpa870BxbUdBv/tsurPnyC/iP987PeG0pa6KjUi6zEBdjtEt6t6kbb53qwg/ebELH4ORnHFLOwa2Wo6MKZ2NFac3fOzu5UnDy0pDWY0pX1ARx97nYguhHQxrhvHtm8nw7HMAtq6r0Hlya4XAQ3E7Ca3IiMhvt/ZMWpl1Dk1KyQZn8WCWDciY8eR6rJfrpjtjGglzPZGZfNWpRGmmdXVSZxEk0iL4XwE/k458AuM/mzzNJwJaF1gJC51Bsgd078ob33VdPB5/T1T0r3cnLcmFpZX7MgcYT+yf1vG+dnNTkEYAbVlSAiIPoaKhl70Mts08QL4VMbA63DgRvdue7hgHwBHE21LmOVe8fmkV9R+pNRyZ8aO4ZBYcZs3P5ojL4AiKmrqUH5PVfVWhN4tW59/oDyHE7UZSjt2ttunHVUmuCuOvc7Jl7f0Dgg7M9WFNbiGy3A02dVuCtXGeWVfE4kkwkGkRXCSHaAUD+P1J1gQDwIhHtIaKH5/B5ENHDRLSbiHZ3drJPbjJRIbOjsSx7dw2NB5cGx3yT8o+9F/oAAGV5rPeaja6hcXQPxxZohFbfq25wQojgTZGJztXy5hdLJ73pWSYVaKh5Crehjk5xrgfFuW68eiy27Oie873IlRk+pTdt7rECjXy2AJsV1eDmTOfwrO89KOVjyvZxtwwG/3t3M+vPY2Bjg5Vo6h+dXe+vzueSinyMeQNokn+fI9JnenE5B9HJxKxBNBG9TESHw/y7N479XC2E2AxgO4DfI6Lr4j1QIcQPhRBbhRBbKyoq4v04YxDlORpLW+OOgclgpG/Ei85B62elKti8oFj78aUbqgArlgxSa99kdvTnu63lb7Ucy24os1MqJ3UvHZ29MYWSFNy+xpISKH/p0NUAJjoj4374ArFfl7eursLyqny8cMT6+wzKosQrpTSEicz2tTUAYrNfvCTH6Qe31AMATkmJUkmumyeHMaAKwp8+OHshpzq3K6oL8MDmOgyO+xAICLTJsXwRn++kYtYgWghxixBibZh/TwC4REQ1ACD/HzaFIIRok//vAPArANvkSzF9nklu3E4HFpfn4UgMjRJeO2H9ia+UGQ2Vrdt5Knb7n0xHeUTvn6W4UAiBrqFx3L+pDk4HoTTXGsiFXOzesa7G6HGmA6oAKxbVi7qW791o2RAqf2mVLXVzsdusPLC5Dl1DE7NOEI9ftLTnhdlujHkng+635DhSzPKCWVESjOcOz15kfKS1HwtKc4M1Aqc6BtE5OI5LA+NYzvKCmInFCvZ8j5V5Xl5VEJSEHb84iF/sbobTQagu4gLlZCLRUf1JAJ+Sjz8F4InpbyCiPCIqUI8B3AbgcKyfZ1KDzsFxnIuhKYUaFO7dWAsAeEW2nlVm/SVyxs5E5uZVlupJFfVEoklqcYfGfdi8oBgfnLNsCJU2mnWjs+NxOVCU48abJ2ef5L16vAO5HifWykYWrx7vgM8fwIGWfly3nFfPYkFNRE7M0gSkR66mXLWkDHdvsCaDXUPjwSKsrWwnOCuXL7bOkcc5+wzxbPcwOgbHUF2UjZJcN1493ok9561zrQrLmejctroKxy8OzjpBVDVDjWW5uGdDrXyuC4PjPpTk8uQw2Ug0iP46gFuJ6BSAW+XPIKJaInpWvqcKwE4iOgDgAwDPCCGej/Z5JvV4cGt9TE4Pv9rXCgC4WVbPK1/od850Y11dEWfrYkBlNnfPYgWmMtb3baxDlbRXG/X6gy2/r1labvAo04f+US9GYvB49fkDGJnwo1Z2KPP6A8GCWbZciw2Vxff6ogcar0hXifKCLJTIFZZDLf1BVxR3DIFhpqPG2mdnyUQHAgJCAB+7zJKRjXr96Boax0/esdyVrlvGE8RYUFrnUDvGcCh5TX1JbrCz5F8/Y1mU3ram2uARMnMhoZFdCNEthLhZCLFM/r9HPt8mhNghHzcJITbIf2uEEH8z2+eZ1MPjdMAfEFMcCsKhCn7U/x/b2wJ/QGDCF0Bvgl34MoUlFdbyae8sxYUvHrFujrlZTqyT2aI953rxxkmrALQsn7P+sfDRrQ1BS8BI+AMCbf1jeGBzHVxOBxrLcvHi0UtBPfSNKznQiAU1D3/7TPTMf0Bm89bVFQWL3b718kkIAaytK2TXmThwzZL8UD7FEzIIVAmQd2XDp9VsbxcT26V8LjBL7dBzhy6ioTQHOR7nDOnGH9+63NjxMXOD0yOMFiplpvNklGVYrz+AQ639uGFFBXI8li1Sc+9o0Fv3gc31thxrqlOc60Fhtgv+WZYFvXKwvmpJGS6XgcbO013Y39yH8vwsFGbz0mAseP0BdAyOoyPKBPGMtKHy+a1zXltsFdt+XTZduZP15zFxmWwkMTIRvXHTz3c1I8vlQLbbGQziDkrHmc9cv9TsQaYRt66uQvssmdFmaa2mruFPXdkYfO0TVyyEg73mY0KdpddPRC/9Ipq6EvN3D67HiqoC/OkdK7hbYRLCPkCMFjbUz66LU5nTHLclRyjP9+BM5zD+6umjMW+DsfD6BR754AK+ev+6iO95QkpnXA4HllRYFd0/2nkWgJWtY2JDddHsGBwPThanc0ba221fay233rSyMqhtBKyJDzM7amLX1jca9X3Zbmew2NPhINy4ogKvnehEXXEOdqzjJe9Y6R/1on/Ui57hiaCDxHTekxnnygIrgNu2qBTf//XN8PoF7paaXWZ2rpWyl2jNUtr6RjHuC2B7yDX84a0N+PDWBuPHx8wNDqIZLbiUvu5Qe3CwmM6RNivjfLXU4n5oSz2+8fwJvC+Lga7n4quYqS/JwcBYdM/R3hEv6opz4HQQCrLdKM/PQpfU6H7tgcjBNzMVZSk1GqWt/SkZRC8ss977iSsX4qfvnUdACPz7b11u/iDTjPdDOj5Op2NgDN3DE8EJCwD8629ugz8guANnnNy2ugofnO2Jem2/JyeDy6omu3fesZZXVuJFOXNEc1VSntALSnPtOCRGAxxEM1pYW2tlNqMVULX0WgVtqkXsgzKIBoBPXbkwGIgzs7OxoRi/CGl7PJ3+ES9Gvf4puucnP3s1/ntXM9bXF6GmKMeOw0wLCqUV2GvHO3BZBNeHZ6T/q+omluVy4o0/udGeA0wzNtQXweuPnK1TrjOqU6qCA+j4UZn/SwNjqCsOPyaMs5+8FvJkHdDFKLKwZw5Z48imBSUR38MkFxxEM1pwOR0oyHLh0kDkzm6/lEHfYpnZqyzIxt4/vxUjEz7Ul/DMOx6Uvd3ZruGw5vunpUZXuR0Alk73D7kwJW62ycDZE8XjtW/Ukiqxu0ziVBRk4eVjHRBChC0QVE1t2FotcSqkRGP/hT5sDhO49Q5PoLVvlGUbGvC4HNiysAQuR+Qx4qisD1rP13bKwCM+o43BcV/Q+SEcxy9aRYehXtCleR4OoOfAjvXWcmok6zVVrLmYu1sljIrj9snW9NMZHPPi0sA4NjYU23ZM6YySFnQMhp+Qq4ZN4YI+Jj42yGs2Uha/RRYVNpbxGK0DIQR2nu6K6BWtipe5WDN14CCa0cZVS8qCXbCm4w8IjPsCEZcMmfhQ+rruofA2dyrrv56LNbURyb7xXJclU7ppZaWdh5O23L3eynoGIgQaql09e0HrQ/luT+fV4zxh0YmSLIaTyIx5/WjvHws2ImNSAw6iGW3UFufg4sBY2Fm2atP7oS1sY6cDVSmvOrRN57QsdGNLpMQhIty8shKuCEHbwdY+AMDK6oKwrzNz40zH8IznRiZ8OH5xENsaS9kLWgOqPXqkzOihVss28MolZbYdUzpz44rIE21VM5Ttctp1OIwGOIhmtDEwarlFqMKfUPbK7nqqAJFJjA31xQDCa3ADAYGhcR9qisLbsTFz43DrQNhg41lZDLSB5RxaUA4nTV1DM17rG7HGmDVs0agFh4OwaUFxxNc7Bq3VF+64qQd/wMpAq8lJKHulXOzqZdxJNpXgbwajDVXENu6duVT1XpOVMeViIL3sPj8zE90sMxofvYy9RXWhGtuEK5xV7dXV6gCTGMrhJFye+a1TVs3F0sp8G48ovQkEBN461TWjk54QAgdb+nHtsnLW6GpiY4MliwknDVPSvE08GU8pOIhmtKGKU8L5F79xshMFWa5gJzcmMdRKdmeY4qtj7VYBJxds6uP2NeEbeAghsPdCHxrLclleoJkXjlya8Zy6tqMtizPxoRoBeQNTkx+9Muvv9bPFnS6qCq2JdriGK0/st5pjVfBkPKXgIJrRRkmupa97+3RX2NcjaUqZ+CEi3LSyMqyc46mDbQC4qNAE0yUGys9480IuvNJFmXTvCZf9PCulYpEKmJn42bYovPf5uW7rXG/nxirayJJ658dlN9lQcj3Wa9lu1kSnEhxEM9rYKv10pwd2Lb0jGBr3Yfs6Hox1c6i1f4ZOt1NKDpZW8JK3LhbKDmKqvbfiXdkSuZab12iDiCLaBb55qhMrqwuCjSuYxPHJieCB5qk63VOXrKx/Qylf27pYIK0Cp08CJ3wB7L3QhysXcwFnqsFBNKMdVWWsUE4R7F6gl+FxyyO6c2iqpGPPhV54nA7WMWok2PJ4mmRjvywGiiT3YOaGEAJvnuycMUEUInr7dSZ+Lmu0VlGmS8NeOmrZ262o5iJOnTSU5qCtf6omWo3l5SzlSDk4iGa0ocKLXed6pzz/+gmrGEg5SjB6UIWcoXHGmNcPf0Dg9rUc1JngrWnNhFQRZ20xO6HoRGWaQ9t/N/dY5/pe7p6nFRW4CUydsCgniZpCvrZ10j/inWFN+sE562du2JR6cBDNaMPhIGyoL0L+tKVWVVHPFmBm6B+dLORUbWPL8z2R3s7MAaX3H5vWJOGxvS0oz89iP27NXL10ps2Xura5YFYvLrliNV2n+9qJTiypyOMVLc1cu7wi2CxLcaHbmiBeHkGfziQvHEQzWinN86BneGoXvUjte5nEKMi2JivvS10uALxyzHI0uHll1bwcU7ricjqwoaF4iu2aEAIBgRk3RCZxlN3amc5JDfqT+62C2Y1RfI2Z+FlUbvlyF2RP6nSVI4fy7Gb0UV2YjXFfYIpU6WU5brN7VerBoz+jlcExH1r7RjEobe46B8cxOObDtWwgr53LF1tZi1BrtfelH/fWRnaL0I4QeCNEznH8olV4dRmfa+0skT7QZ0MaNx1o6QMALGOPaK0QEepLcqZY2b0nJ+Zcx6KfEekrf7BlspBzX3MfinLcKM3jFcRUg4NoRitXyWVY1YBCDcbs62qOtr7R4ONW+ZhtkvSjCtpUsLHzlGXleOd61ujqZkkYZ5n+US+cDmI/bgN4/QE8fbA9+PMbso6FC2b1s13Wq6hgGrDcOabLIJnUgINoRivKTF7xpszcXcOZaO3keqxBd5csSukbmUB7/xhuWskTFhPcM62g7UiblUnazPICY6hgrq1vFINjPjy4uX6ejyg9WVCai2z3ZDigHH+4M6R+lAXsyITlyNEkJUv3beLJeCrCQTSjFdWISfnnnpL2do2srdNOfpYLjWW5QSeDQ61WULeOW6sbZUAWcqprnIsK9dNYbhUPqqz/8YtWUeEKlhcYYV1dMShE8f/E/jYUZLnYj9sAqpbl5WOWheCZTkuyFG71hUl+OIhmtKLM4ofGffD5A9jf3IcN9UXwcPGVEQpz3GiSg/Bx2RL5qiVs2G+C0My/zx/ApYFxbOFOhUbIcjmnNPl457Q1Ybmskd0LTDDh92PU60dT51CwqHNZFQd1JlhTa/luqw6FTx6wCmZX17IfdyrCkQ2jlUI5yw4EBPpkxo4tqczRPTSBCz0j8AcEHt3bAgBYw5loI1y11JqcCAG09VnNEqrZQ9cYgQDwq/2W7ZrK+q/jVvZG2NhgTQY7BseDBbMNpTxum4CIkOVy4Lxsq66K8FdU8SpLKsJBNKMVl9R7/XJPC94+bRVebeZsnTHuWm+1UhdCYEh2veICFbPsb+4L6tBvZP25MYiAbJeVrZuY5s/N6EU1CxICweDu3o2s0TXFuGzzDQBvn+6CiwtmUxYOohmtlOZ5QGT9/33ZlYkL3cyhAuaekQm09I5iOS/BGqOmyJIXdAyOo3fE8kJnOYc5bl1dBaeDMOEL4FTHEO5gpwhjKK/zpw+2Yb+0EmTPYnNcv7wCeVnWBNHrF7huecU8HxEzVziIZrSztrYI75zpRq9sujLdsYPRR5asqH/hiGXWf8sqbrJiiqIcN+qKc0AAfr67GQBQUcDXtim8/gCGxn3BFslZbr5dmULJOXLcThyS/sUrq1mja4qSXDeae0ZxusOSzvDqYerCoxKjnZ7hCYz7Anju8EUsLs8LFmQx+rl2mZXBUFaC1UWs0TWJ1x/AY/taMe4LwO0kvvkZRLnMqG5u14RpBc7owekgeJwOfHCuBxcHxub7cNIer98q3lSSjltWc/IjVeEgmtHORy9rCD7OzeKmHyZRy7AvHbUCDRVUM2aoKsyG20k43z3Cto2GaZAFySqIXlPLRYUmmfAH0DU4jqbOYdy+hoM6k2xfZ0mTnjtkNbipYJvMlIWDaEY7oXZ2bElllkXlUwM5VSDEmGFjQ3Ewi3TTKtb6m2Sx9M1t6bW6cIZa3jH6uXdjLdr6rSw0F3KaxeWw7pGvyWZCly/i+2SqwkE0ox3V1hQAPnbZgnk8kvSHiOByWFXd+VkuZLk482+SUO9ctqQyS3VRNpzy2nYQUJDtnucjSm+GxnzBx9vX1czjkaQ/Vy+d6uXvcLAzR6rCQTSjnYVlefjdG5bgf163mN0ibOD/fmQDKguy8NUH1s33oaQ9t4ZoF29lHaNxlFxpY0Px/B5IBvBASEt1dp0xS457MtmxjbPQKQ1XxTBG+NM7Vs73IWQM926sw70b6+b7MDKCmqIcPP+5a5HtcnJm1AZ++emr8MyhNvza5Qvn+1DSnutXWPUUFQVZWFzOen+TuJwONJbl4lz3CDYv4AlLKkNCiLl/mKgUwH8DaARwDsBHhBC9096zQr5HsRjAXwgh/oGIvgLgfwDolK99UQjx7Gz73bp1q9i9e/ecj5thGIZhGGa+mPAFcLR9AOvriljOkQIQ0R4hxNbpzycq5/g8gFeEEMsAvCJ/noIQ4oQQYqMQYiOALQBGAPwq5C3fUq/HEkAzDMMwDMOkMh6XAxsbijmATnESDaLvBfAT+fgnAO6b5f03AzgjhDif4H4ZhmEYhmEYZt5INIiuEkK0A4D8/2yeTx8D8Mi05z5LRAeJ6MdEFFEcREQPE9FuItrd2dkZ6W0MwzAMwzAMY5xZg2giepmIDof5d288OyIiD4B7APwi5OnvAVgCYCOAdgD/N9LnhRA/FEJsFUJsrajghhIMwzAMwzDM/DGrO4cQ4pZIrxHRJSKqEUK0E1ENgI4om9oOYK8Q4lLItoOPieifATwd22EzDMMwDMMwzPyRqJzjSQCfko8/BeCJKO99CNOkHDLwVtwP4HCCx8MwDMMwDMMwxkk0iP46gFuJ6BSAW+XPIKJaIgo6bRBRrnz9sWmf/wYRHSKigwBuBPCHCR4PwzAMwzAMwxgnoWYrQohuWI4b059vA7Aj5OcRAGVh3veJRPbPMAzDMAzDMPMBt/1mGIZhGIZhmDjhIJphGIZhGIZh4oSDaIZhGIZhGIaJEw6iGYZhGIZhGCZOOIhmGIZhGIZhmDjhIJphGIZhGIZh4oSDaIZhGIZhGIaJEw6iGYZhGIZhGCZOOIhmGIZhGIZhmDjhIJphGIZhGIZh4oSDaIZhGIZhGIaJEw6iGYZhGIZhGCZOOIhmGIZhGIZhmDjhIJphGIZhGIZh4oSDaIZhGIZhGIaJEw6iGYZhGIZhGCZOOIhmGIZhGIZhmDjhIJphGIZhGIZh4oSDaIZhGIZhGIaJEw6iGYZhGIZhGCZOOIhmGIZhGIZhmDjhIJphGIZhGIZh4oSDaIZhGIZhGIaJEw6iGYZhGIZhGCZOOIhmGIZhGIZhmDjhIJphGIZhGIZh4oSDaIZhGIZhGIaJEw6iGYZhGIZhGCZOOIhmGIZhGIZhmDjhIJphGIZhGIZh4oSDaIZhGIZhGIaJk4SCaCL6MBEdIaIAEW2N8r47iOgEEZ0mos+HPF9KRC8R0Sn5/5JEjodhGIZhGIZh7CDRTPRhAA8AeDPSG4jICeAfAWwHsBrAQ0S0Wr78eQCvCCGWAXhF/swwDMMwDMMwSU1CQbQQ4pgQ4sQsb9sG4LQQokkIMQHgZwDula/dC+An8vFPANyXyPEwDMMwDMMwjB3YoYmuA9Ac8nOLfA4AqoQQ7QAg/19pw/EwDMMwDMMwTEK4ZnsDEb0MoDrMS38mhHgihn1QmOdEDJ+bfhwPA3hY/jhERLNlwE1QDqBrHvabjPC5mAqfj0n4XEzC52ISPheT8LmYhM/FJHwuJkm2c7Ew3JOzBtFCiFsS3HELgIaQn+sBtMnHl4ioRgjRTkQ1ADqiHMcPAfwwwWNJCCLaLYSIWECZSfC5mAqfj0n4XEzC52ISPheT8LmYhM/FJHwuJkmVc2GHnGMXgGVEtIiIPAA+BuBJ+dqTAD4lH38KQCyZbYZhGIZhGIaZVxK1uLufiFoAXAngGSJ6QT5fS0TPAoAQwgfgswBeAHAMwM+FEEfkJr4O4FYiOgXgVvkzwzAMwzAMwyQ1s8o5oiGE+BWAX4V5vg3AjpCfnwXwbJj3dQO4OZFjsJl5lZMkGXwupsLnYxI+F5PwuZiEz8UkfC4m4XMxCZ+LSVLiXJAQcdf4MQzDMAzDMExGw22/GYZhGIZhGCZOMjqIjtSOPOR1IqJvy9cPEtHm2T6bqq3MEzwXPyaiDiI6PO0zGXUuiKiBiF4jomNEdISI/iDkM5l2LrKJ6AMiOiDPxV+GfCajzkXI604i2kdET4c8l3HngojOEdEhItpPRLtDns/Ec1FMRL8kouNy3LhSPp9R54KIVsjrQf0bIKLPyddS8lwACV8bfyjHzsNE9AgRZcvnU/J8JHgu/kCehyPqupDPz/+5EEJk5D8ATgBnACwG4AFwAMDqae/ZAeA5WF7XVwB4f7bPAvgGgM/Lx58H8Lfz/buaPBfytesAbAZweNpnMupcAKgBsFk+LgBwMlOvC/lzvnzsBvA+gCsy8VyEvP5HAP4LwNMhz2XcuQBwDkB5mO1m4rn4CYDfkY89AIoz9VxM285FAAtT9Vwkej5gNaQ7CyBH/vxzAL+RqucjwXOxFsBhALmw6vheBrAsWc5FJmeio7UjV9wL4N+FxXsAisnys063VuaJnAsIId4E0BNmuxl1LoQQ7UKIvQAghBiE5UZTF/KZTDoXQggxJN/jlv9EyGcy5lwAABHVA7gTwL+E+UxGnYsoZNS5IKJCWAmIHwGAEGJCCNEX8pmMORfT3nMzgDNCiPMhn0m1cwEkfj5cAHKIyAUrgGwL+UyqnY9EzsUqAO8JIUaE5fb2BoD7Qz4zr+cik4PoaO3IZ3tPurUyT+RcRCNjzwURNQLYBCsDC2TguSBLvrAfVhOll4QQGXsuAPwDgD8FEJj2mUw8FwLAi0S0h6xOtIpMOxeLAXQC+FeyZD7/QkR58j2Zdi5C+RiAR0J+TsVzASRwPoQQrQC+CeACgHYA/UKIF+V7UvF8JHJtHAZwHRGVEVEurIy1auA37+cik4PoWNqRR3qPllbmSUQi5yLdSPhcEFE+gEcBfE4IMaDx2OwmoXMhhPALITbC6lK6jYjW6j08W5nzuSCiuwB0CCH26D+seSHR78jVQojNALYD+D0iuk7nwdlMIufCBUsG9z0hxCYAw7CWpFMVHWOnB8A9AH6h8bjmi0TGjBJYWdZFAGoB5BHRr2s+PjuZ87kQQhwD8LcAXgLwPCwpiE/v4c2dTA6io7Ujn+09s7YyBwCapZV5EpHIuYhGxp0LInLDCqD/UwjxWMh7Mu5cKOQS9esA7pBPZdq5uBrAPUR0DtYy5k1E9B/yPZl2LiCsPgIQQnTA6jOwTb4n085FC4CWkBWaX8IKqoHMOxeK7QD2CiEuhTyXiucCSOx83ALgrBCiUwjhBfAYgKvke1LxfCQ6ZvxICLFZCHEdLOnoKfmeeT8XmRxER2tHrngSwCdl1egVsJZU2mf5bCq2Mk/kXEQjo84FEREsfeMxIcTfh/lMJp2LCiIqBgAiyoF1Uzge8pmMORdCiC8IIeqFEI3yc68KIX495DMZcy6IKI+ICgBAShdug7Vcqz6TMedCCHERQDMRrZDvuxnA0ZDPZMy5CHn9IUyVcqjPpNq5ABI7HxcAXEFEufK+cjOsGhv1mVQ7HwldG0RUKf+/AMADmLxG5v9ciCSo3Jyvf7C0NSdhVY3+mXzu0wA+LR8TgH+Urx8CsDXaZ+XzZQBegTVTegVA6Xz/njaci0dg6ba8sGaTv52J5wLANbCWqA4C2C//7cjQc7EewD55Lg4D+IuQbWbUuZi2jRsw1Z0jo84FLB3wAfnvCHjs3Ahgt/yePA6gJIPPRS6AbgBF07aZkudCw/n4S1iJh8MAfgogK5XPR4Ln4i1YE8wDAG5OpmuDOxYyDMMwDMMwTJxkspyDYRiGYRiGYeYEB9EMwzAMwzAMEyccRDMMwzAMwzBMnHAQzTAMwzAMwzBxwkE0wzAMwzAMw8QJB9EMwzApCFltcPfLfxeJqFU+HiKif5rv42MYhkl32OKOYRgmxSGirwAYEkJ8c76PhWEYJlPgTDTDMEwaQUQ3ENHT8vFXiOgnRPQiEZ0jogeI6BtEdIiInierTT2IaAsRvUFEe4joBdVKl2EYhokMB9EMwzDpzRIAdwK4F8B/AHhNCLEOwCiAO2Ug/R0ADwohtgD4MYC/ma+DZRiGSRVc830ADMMwjFGeE0J4iegQACeA5+XzhwA0AlgBYC2Al4gI8j3t83CcDMMwKQUH0QzDMOnNOAAIIQJE5BWThTABWPcAAnBECHHlfB0gwzBMKsJyDoZhmMzmBIAKIroSAIjITURr5vmYGIZhkh4OohmGYTIYIcQEgAcB/C0RHQCwH8BV83pQDMMwKQBb3DEMwzAMwzBMnHAmmmEYhmEYhmHihINohmEYhmEYhokTDqIZhmEYhmEYJk44iGYYhmEYhmGYOOEgmmEYhmEYhmHihINohmEYhmEYhokTDqIZhmEYhmEYJk44iGYYhmEYhmGYOPn/AThPCQQ4N2XWAAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'organ', Freqs['D2']), 0.8, 2.0 )\n", "displaySignal(X[:2000]) \n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part D\n", "\n", "Create a bell signal of fundamental frequency C6, amplitude 0.65, and length 1.5 seconds. Display and listen. \n", "This one is pretty irregular, so simply display the first 0.01 seconds" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "outputs": [ { "data": { "image/png": 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0agmv2zt1Xbmje2j5BcpV9QVgnQvblK3uaWL7hAu8apURRK+V9JXM7f3JfaP8sqQPZ26HpBtt32p786idbG+2vcv2roMHDxY64Laq68pdWvkiErx3R9rye/n1ezpxUgbqMq8eAVJjkFeaukJ5qU4ZQbSH3BdDN7RfqpUg+ncyd78gIp6jlXSQN9h+0bB9I2JrRGyKiE0nn3xy0WNunTqv3IvkkKHZFtav5qQMtEQfUmNQHlJXqldGEL1f0mmZ26dKun9wI9s/IemvJS1GxIPp/RFxf/L7AUnXayU9BA3CF7Gb6rgwW7rvUGe6pAEA/VZGEH2LpNNtr7d9gqQLJe3IbmB7naQPSHpNRHwhc//jbZ+U/i3pFZJuL+GY0FGsItZ+47qkyd9DU1E2AQwqHERHxCOSLpN0g6Q7JV0XEXfYvtT2pclmvyvpyZL+amAqu1Mkfcr25yX9g6QPRcRHih4TuotVxNov7ZIeFZSQWoKmIbcUwDClzBMdETsj4kcj4hkR8fvJfVdGxJXJ36+PiCcl09gdmcoumdHj2cnPs9J9gXGqXkWsiy1OZS7OUcbMHsOCkrZM2Yb5asLCMqS0ARiGZb+BjK62OJX5fsqY05mgBNPKrngIZHVp2j+0E0F0zzA/8HhdDu5o6a1OE1pL52mWOeuL9PAsrF/NMss4Rhem/etb3dE1BNE9w8pwQPn61lqad876rvbwoH5tn/aP70S7EUQXlE7ZRcsu0G99aS2dZWrELvfwDGpzigHns3rQS9hex9d9AF2QdsX04QQKoJm2Le07qkW86voobV1e3LiW1rSMNMUgVcbnkHb5zyPQ4nwGTI8gGgA6oIrgbZyLF9YdeQ2C6KOVnV6QvTjifw00B+kcANBi2UF+bckPZYBzfn1JFwLahJZoAGipNKWibSt4pgOc00HO80g/AcqSXrhSbkFLNBqF6X7yK2sp9DYPiOqrixfW5R7k1yQL61e3enoydFcaKA+rC9PZaSi3IIhGo/RtqjCpeNd23qXQ03lVRz0PJwfMKs+F2CyzfKC7xgWtdRgVKFNukUU6R8ukwWUTW2vL6uKaJfcvnZmgjd1rade2NPtgsHQp9Auu+szY7bIXJ8MuVJp4Yphn78S8Z7jomsHBjfNEL1b7pHXQtx/+vh53wnFHyk7d37s0UJ5Un+JY6TSJqa7XowTRLZOOiG/ilzu7AMPglyZdrayqL1MZgWjd5pFnl51RoS3m2So+7xkuuqiuC7Gm9p5wYTbaYH3UxPNaEelnn6ensAvS99uUi6Iqkc7RYqO6v8rKkc1jmi6uUSe5bBdwn1uSyLMbbZ6LEbRlhot5a0pL77jlw5u4aAVpUv2VDaDzpCi2ffaatGd01nq0KXXNNGiJbqnBUfnZK73sF7cJBXHSSa3OLuCmoPsQTdeE8QqLG9dq6b5Duvz6PTrpxGpOX2nrYZmLm3TlooxW9ekMlqFrLzlL0vS9JV3oWS2iTRebBNEVq6rSmZTWMW2ObFOkJ5kmBP0Ahqt7ruLBxV2qqC+yAQyORrrTdNpShpp8UdS0HqVRCKIrRqXTLXVUOk2u6IB5y+bRtqWRoEsGW9XbPKi774hPiiOInoNspTMYEKEaVVXsdVQ6w9JdmlCG2rTgwKzHWuYFTJv+X8C0+p560HbzTjXqWqMQQfSckf87H1VW7HXkN2ZfsyllqC2jr8eNH5ikzIumtvy/UI90MFVburGrlgZbg9Pfod0mNQq1rW4kiK5BVwaZoD51l6E2DYQsOi1kGf/r7P8rnUe1jScMVKcJvUtNkm0IOenE4xszUL4OXWu9Hdco1Lb3RhBdsrryw7JfMlozgGYru5ckDbwWN65t1ch2HK3ugZuDiqQflrk2QNsGypet7YHmJHU3ChVBEF2yOvLDlu47dNQVO9qNlkrklR1sN24+9i61ZvXdPD7Poqlj23cfoJyVpM2BZpcRcXXIH5x/xtipddo0gXlfpCeowQqSgTooW9dbs7L6MIizys8z/f/N2qvZtp7QqlfU7Ytsj1gquwx4F1OVCKI7Iu0GHNeVSzdvs2QrlC5WLnWoYqGMLulDa1aRgaRtU9XnmR0E23XpAj60mhc3uIx7qstliSC6JNkr97KkAUG6+mAZCCzKVaRLdVSFg9m1ZZGDeciWzW8//H3tOfCNXnz/iw4k7bvBQbDzlrZczivwmtT41CdVpQh1+eL9MXUfQFdUceWeDaDn3VJJ6sd00s9o7/JhKuIabVvaN9cTbxtky+aeA9+QRI8H6jXteWWahqPB50pTMjA7zmf5EUQXsLhxrRbWr9YfnH+Grr3krMJXW8MqgXRUctktlmnL+ahKZ3BEdvpe09tUWI/asGZVp6+02yBPj02fAu5s2WzazA9olsE6vgrTzvSRnvfG9Zxknyt9PgK/4jif5UM6RwFldsfPMy9r2pzB7El38L12JYeMBQ7mZ9igkzJlp8Ea19qVDbi72tuSvq9J5Zolm7ulyOc5r/SyMi/mss+VJ4Cuui4qS9EBnqgeQXRDzDMvq2jOYJdyyFjgYH6alAM+GHDXOTK/yqnKRs0bneadZi8imvLZYHYswT2dJtVF4/RpgGdbkc6B3qObu1vydEs3oRu4qjzESeV67/JhWrfQC20c45MO8MyTWtHG99l2BNHolCpmSUG7XLywbupxBBcvrGtEIFlHHuI0eadAFzSpx3HSeKQimvQ++4IgGp1C9xeArsuuUovpNKHHcXHj2iPnqFl7nSYN6m/C+xyli+W2lCDa9jm277J9j+0tQx637Xckj99m+znT7gtMe+U+S/fXOHSN9QufdzFdPEE2HS2O7ZL2ks16jmpC+tmshpXVLtQZhYNo28dJeqekcyVtkHSR7Q0Dm50r6fTkZ7Okd+XYFz1WxpX7rOquqEhNma/BrtCqK/iqPt95TFU27DUxX01uccSKsr+HTUk/m8XgsXelziijJfpMSfdExL0R8bCk90laHNhmUdLfxIrPSnqi7TVT7tsa6ckr1baWrXT+3GlztcpeWWrYyb/olXvR/LOF9atrq7SGpabkDezaOCdylTmDkwwLTKqckm/Y55J+ZrP+D/LkhJelzSd3oAppzygXOsN1pc4oI4heK+krmdv7k/um2WaafRvhbf/njonBSHrySgtG25L80+mR8rTAlrmiYhUn/7pasYsalpoyy/+4zlUvZ1Fnz8MwVbX2jUo9WrrvkC6/fg+rhqF2wxbYamOjEL15qFIZ80R7yH0x5TbT7LvyBPZmraSCaN26eq7sbr75ZknSzr/7hHzpDSO3O+WiPzzq9quf9zPH3DfIlz7/yDa+9PlHPU96e9RrnbjuDN18881HnmPw9rTPn903e1zjXvfgF/5R173tTbpO0qtHPOfg+xz2XNO8z8HnGfXe0mP77r49uu6P3qRTLvpD3fyF6V971GeVfZ1Rxr2Hca+ZfWzU53ndpW8a+hkNO77B/3/2Mxp1POOcuO4MnbTxHH3z8zeMLVN53+vg81x36ZuOPJZ+ZlWWoVH3j/seTfM+J5XNYZ/vt/Z+Qk8+59ckSQe/8I+SlKvcjnvfeeqI7GN5XjNP2Rz2mmn5kqQnPPun9PgNL5GkI9/lacvQNPXbNHXqd/ft0c6PPFrXT1NXFKkjipShUY9NMk05uk6P/k8kaee73nbksxl3PMPeb54yVMb57ISnrpckPebEJ4z9n4z7X496jWnrtmlfL5Xn857mdce91iS+9PlHvovf2vuJI9/Pad9rum/6PRr3+Q57/9n7UhFDQ8TalBFE75d0Wub2qZLun3KbE6bYV5IUEVslbZWkTZs2zf2/+JZXPktveeWzklvjxz8OLmJy7baYuLBJdptrt8VRz5PeHvVaS/cd0otf/OIjzzF4e9rnz+6bPa5pXnfwvQ++xrjnm/Z9Dj7PqPc27n8wzWuP+qym+RwX3/jliQtnjDueIyuOnX+xLt62ZeznO+748pahse9p41pdfv0enfcrb9G1l3xkbJnK816nLZtVlqFR9+cpQ9uW9uny6/estC6POf5Rz/vo7S1DP99Z32922zx1xLDv9TSvOXjs2VUTx31f0/9fWr7S50p7/R767iNDj2fwmPLUb9OUk2uv2KJsXT9NXTFtXT/2dWcsQ79w5ae1d/mwHvruIzpx3Rn6hSs/LWn8Aj7TlqPsqnnX7j62DhhWnoa93zxlqIzzWWrS5z7ufz3qNfKeVya9Xqqq89niG798pJ5K/yfS+FVNj3n95PuZ572u2HJk20nns2nr/KYoI53jFkmn215v+wRJF0raMbDNDkmvTWbpeJ6kb0TE8pT7Aq1RdOGMOvJZJ+lK7lpV2pa2NQ95/hejyldVc2fXmXOf16TpzLLStK3sbVKCkMrWU9RV5SkcREfEI5Iuk3SDpDslXRcRd9i+1PalyWY7Jd0r6R5J75b0q+P2LXpMQJ3qWDijqLblOzYNMyUcrckXXk3KuR8n73Rmg4vntLEeqlvbJgPIK62nmvz9bJsy0jkUETu1Eihn77sy83dIesO0+wJNk52OrMuVz+LGtY0PLoC80uAoHdA5KeWiCS5eWMd3cc7oVUJepQTROFaaz5dtCZgmBwnNk1aobZombhZpK0U6S0t6H9B2BEfFpP+3Pvz/6FVCHiz7XYF0mq5R04r1oSLqkqJzVbcZZRVdUUZw1KZ86jI1cawG0AS0RFcgzTkaJtvah27pWuttk1tk0llMJAL9MoxbOCn9Xw8OXOubwR6ppn43ppVNcZlF2YttoVnyDGrtM1qigSlNu5xymUFdHUs4F5F31ctZFZ0FBccaFSS3bcGeqrS1R2pUMFTGRWgfLqz6GEymZSJd+Amj0RINTCnbwzAYuGVzBsvsaRjXq9FEaT51uvJllQMxu37ynrd0dodhg+7Sx9AuixvXHlkFc9j89UV7m8aVmS5I/3/bdx9oVT08i2xP6uB5rqwZSybl1rfxgoUgGqVLvwhdr3Sy2hbsVm1h/WpaMEoymLqSt5z1aVBYHmk6wiz/07bIDhTOfh+7+n7L1uXUy8F6YTBQzp7TyrpIGneezF6wtAlBNErVpyv3YTOwdN00eZTZacS6POfqvKTpFKm83ysu8EZLy2dV/58mjZMos57iwqz9BuuF7KxMdR1P2wJoiSB6bvpS6bT1i5BX9nOs8zOd90k6Tx5lX8r8PPTpQq0r0gaFaRQd5DdvXJgBKwii54RKp1ua8HnmOUmXado8yib8j4BplT0LyeCc6+Mw0wzqRqPHbJidA2ippizd2sbBIE3VttlYuqTuWUjKmlKSMoRZMBf4bGiJBjCzPuXAz8O4GWBQvWlnIcnOkdy0VBt6gOar6MBftBtBNFCR9EQrNbtyLdKN17Yc+CYN9EK7ZVutR30Hst+tNn1PML2iA3/RbgTRDdW2gSZ59Gm1ubIr1yry1vrSclVXDjmqVVc6UbbVelSAPNizUMb0n+SuNk/TeiOq0JZGoXkjiG6oOoPMqqduG7xy77Ky/4d9CXirkGegV1UIgMrVprlly0p9og7Ih+9cedrQKDRvBNENVtZAk7zSwK/Kgt2HK3dg0GAANM0KXlK56SdVnbjqOCG2KZ2oqmPtQiBSJS46ykOj0LEIonGUdKEMANWbZgWveb5mE5+3iD7MHNPE//ugsqcPBJqCKe4AHIUpspqhKVMYtlVaftvSUt1ldU8fiHL14eJ0WgTRmKt0wGTdti3tOzJFFY7GfKFoiiIXdFyENEs6EJN6ZbS9y4d1wVWfacQ5chQuTo9GOkfLtS0fLjtgss4vIS0jmFXaNc0I9eq1IVUB5Wnb+ayIwdbc9D03vWGnTeMQ5oGW6JZrY6thXQMmB82zZYTur+5IZ/jgRIJB0/S0pVOFXXDVZ6gTBrTtfLZ036GZWo2Hteam752c8XYhiEZrTFthNS2nl+6v9mlaGUI7TDs16d7lw9q7fJg6oSPy1hNVpBo1JVWyb0jnQCXKXhY3z0wFTesCpvtrtKYun9yUMtTmFe/61DWfNU1PW5PKOopJP++qvp/Tfo/6soBZ09ASjcqUmXM86sq9DQMxMB656aPV1b1dRvpR27rmgSbK8z1qSqpkn9ASjcpMsyxuEW0ZiIHxsuUE9StrZb1Zpd3SzKwBjJcd5FylvvYqTYMgGq0x+EVOu9yb2BJNpYO2qjv9iG5pNE1T087SQc5Va0p6WxMRRHdMl4O3Il/ktBLM3q6ypYtKBxKtqrOiWxpS/vNZmoZURdmpIu0s7UVtUmCOfAiiO4bgbbS0EiT9o72yOfBtCExpVUXd2jw4ddj5bFQdUHUaUtlpZ9k6gfqhvQii0RtpJdjE9A9M1tYceFpVu6VtvX3ZQLRtQfSgcXVA3WlIeZXRs9q2urCLmJ2jRrNO1F72MTDhP5posGyyGAGagFlHhpvHuYQ64FFNy8/uK4LoBqirRYNFQLqtzZPvUzaB9uD7On9pz2ob0tq6jCC6ZnV29VaxahKao835uFWVTVYixCDmmi+Ocwn6ipzoHiBlo7/Ixz1a0TzE7PeoqdNeIR8GGwOYVaGWaNurbX/U9t3J7ycN2eY02x+3faftO2y/MfPYW20fsL07+TmvyPG0ybxaxOhmA4ob9T1itcV2W1i/mhzbEu1dPswFCXqlaEv0Fkk3RcQVtrckt39nYJtHJP1mRHzO9kmSbrX90YjYmzz+5xHxJwWPo3XmNRVd00csp12odAWiyUZ9j8ZNe8UcsJikS72Eg1O2Nfm8A5SlaBC9KOklyd/XSPqEBoLoiFiWtJz8/ZDtOyWtlbRXQIKWPHQJc8Bikuy8xl0w2DDUlfcFjFM0iD4lCZIVEcu2nzpuY9s/IuknJS1l7r7M9msl7dJKi/XXR+y7WdJmSVq3jhzPLiFvF3m0YfEIFj0ajVUcVzS9lxDAZBODaNsfk/S0IQ+9Oc8L2X6CpPdL+vWISJOm3iXp9yRF8vtPJf37YftHxFZJWyVp06ZNkee1AXRHnYtHkO9ZXJtnjQGArIlBdES8fNRjtr9qe03SCr1G0gMjtnusVgLov42ID2Se+6uZbd4t6YN5Dh4A5iUb9DEdWjH0PqGLmLGnf4qmc+yQ9DpJVyS/tw9uYNuS3iPpzoj4s4HH1qTpIJLOl3R7weMB0BLTLJ/cpMF52RZw5hUGMAwz9vRL0SD6CknX2f5lSfsk/bwk2X66pL+OiPMkvUDSayTtsb072e/yiNgp6e22N2olneNLki4peDwAWmJS3jCD8wDUbZqL/axxM/agewoF0RHxoKSXDbn/fknnJX9/SpJH7P+aIq+PZspb6QDDMDgPKF+XptWbB+ohjMOKhSjdvCsdgnYAbTXPlKWuTasH1I0gGq1HSwHQb03Knc9j3ilLTKtXHhpvIBFEY47qOtFR2aFslKnmaHPuPA0A7VXXZ0fd0ywE0ZBU/QIIdZ7oOFGhbJSp5pj0Wczr4n2a1yEAwiSTygh1T7MQRENS9Qsg8MVnDlFgnCoGvM3r4n3a16EexCSzlJG2pjN1AUE0jujLAgh1tgaVPYcoLVsoqgllqKoBb6MCkrLfM8Ex6tLmdKYuIIhG79R5wit7DlFO3iiqCWVo3gPemvCep0Ur43y09f/cprI8jbZ9DgTRmEkTWq8AoMtoZZxN3jE+/J+bYfBzaMNMMgTRmEnXrn4BoGmoZ2eTd4xP1//PbWndHfwcCKIBAADmrC9jfCahlb1aBNHAEG25cgcAYJSut7LX7TF1HwDQNIsb12rDmlWlzqKBZtu7fPjIhRMeleaWAsAg6gdaooFjcOXeL3R3jlb2/PH08ADdUfX6Em1AEN0TnLzQVWlLyKyrbXLRNF5ZuaVcrADd0/fcc4LoHuDkha5KF+lA83GxAqBrCKJ7gJMXuipdpINAGgAwbwwsBAAArbG4ca0W1q+mZ7UH9i4f1gVXfUbblvbVfShD0RINAABag97VfkgvktIxXU38zAmiAbQaS9ADQPekF0sXXPWZug9lJIJoAK1GqxQAoA7kRAMAAAA5EUQDAAAAORFEAx2TjmYue9o3lsYGAOBR5EQDHTI4mrns5x38GwCAviKIBjokO5q5zJboSYP3sq3fsy6/DQBAmxBEAygkbZlm1UAAQJ8QRAMoJG2l3ra0T9t3HyDdAwDQCwTRAErBfM3VW7rvUGOXvwWAvmF2DgBogbSFf/vuAzUfCYBBixvXamH9anrieoaWaABogYsX1hFAAw1FT1w/EUSjNukVO1fuAACgbQiiURuu3AEAQFsVyom2vdr2R23fnfx+0ojtvmR7j+3dtnfl3b9vti3tY7owAJgT8lkBzKLowMItkm6KiNMl3ZTcHuWlEbExIjbNuH9vpHmPVOgAUL2LF9bp2kvOomcMQC5Fg+hFSdckf18j6VVz3r+zFtavpkIHACCHvcuHtXf5cN2HgZ4oGkSfEhHLkpT8fuqI7ULSjbZvtb15hv1le7PtXbZ3HTx4sOBhI4tKBwBQhXmmJy5uXKsNa1Zpw5pV9ORiLiYOLLT9MUlPG/LQm3O8zgsi4n7bT5X0Udv/FBGfzLG/ImKrpK2StGnTpsizL0bLVjRUOgDqlF7Mb1izquYjQVnmmZ7IYHXM28QgOiJePuox21+1vSYilm2vkfTAiOe4P/n9gO3rJZ0p6ZOSptof1aHSAdAEXNB3F+mJ6KqiU9ztkPQ6SVckv7cPbmD78ZIeExEPJX+/QtJ/nnZ/AED3cUEPoG2K5kRfIels23dLOju5LdtPt70z2eYUSZ+y/XlJ/yDpQxHxkXH7AwAAAE1WqCU6Ih6U9LIh998v6bzk73slPTvP/gAAAECTFW2JBgDMEbPpAEAzsOw3ALQEg+8AoDkIogGgJRh8BwDNQToHAAAAkBNBNAAAAJATQTQAAACQE0E0AAAoHTPJdBef7QoGFgIAgFIxk0x38dk+iiAaAACUiplkuovP9lGkczQMXSQAAADNR0t0g9BF0l3p58nnCgBANxBENwhdJN3FZwsAQLcQRAMdRMs3AADVIogGOoiWbwAAqkUQDQAAgEba8PRVdR/CSATRAAD0SDoD1IY1zQ1OgNRbXvmsug9hJIJoAAB6glmggPIQRAMA0BOMlwDKw2IrAIBjsPATAIxHSzQA4Ch0+QPAZATRAICj0OUPAJORzgEAAADkRBANAAAA5EQQDQAAAOREEA0AAADkRBANAAAA5EQQDQAAAOREEA0AAADkRBANAAAA5EQQDQAAAOREEA0AAADkRBANAAAA5FQoiLa92vZHbd+d/H7SkG1+zPbuzM9h27+ePPZW2wcyj51X5HgAAACAeSjaEr1F0k0Rcbqkm5LbR4mIuyJiY0RslPRcSd+WdH1mkz9PH4+InQWPBwAAAKhc0SB6UdI1yd/XSHrVhO1fJumLEfHlgq8LAAAA1KZoEH1KRCxLUvL7qRO2v1DSewfuu8z2bbavHpYOkrK92fYu27sOHjxY7KgBAACAAiYG0bY/Zvv2IT+LeV7I9gmS/p2k/5W5+12SniFpo6RlSX86av+I2BoRmyJi08knn5znpQEAAIBSHT9pg4h4+ajHbH/V9pqIWLa9RtIDY57qXEmfi4ivZp77yN+23y3pg9MdNgAAAFCfoukcOyS9Lvn7dZK2j9n2Ig2kciSBd+p8SbcXPB4AAACgckWD6CsknW37bklnJ7dl++m2j8y0YftxyeMfGNj/7bb32L5N0ksl/UbB4wEAAAAqNzGdY5yIeFArM24M3n+/pPMyt78t6clDtntNkdcHAAAA6sCKhQAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOhYJo2z9v+w7bP7C9acx259i+y/Y9trdk7l9t+6O2705+P6nI8QAAAADzULQl+nZJPyvpk6M2sH2cpHdKOlfSBkkX2d6QPLxF0k0Rcbqkm5LbAAAAQKMVCqIj4s6IuGvCZmdKuici7o2IhyW9T9Ji8tiipGuSv6+R9KoixwMAAADMwzxyotdK+krm9v7kPkk6JSKWJSn5/dQ5HA8AAABQyPGTNrD9MUlPG/LQmyNi+xSv4SH3xRT7DR7HZkmbk5vftD2pBbwKT5H0tRpeF/1BGUOVKF+oEuULVaqzfP3wsDsnBtER8fKCL7xf0mmZ26dKuj/5+6u210TEsu01kh4YcxxbJW0teCyF2N4VESMHUAJFUcZQJcoXqkT5QpWaWL7mkc5xi6TTba+3fYKkCyXtSB7bIel1yd+vkzRNyzYAAABQq6JT3J1ve7+ksyR9yPYNyf1Pt71TkiLiEUmXSbpB0p2SrouIO5KnuELS2bbvlnR2chsAAABotInpHONExPWSrh9y//2Szsvc3ilp55DtHpT0siLHMGe1ppOgFyhjqBLlC1WifKFKjStfjsg9xg8AAADoNZb9BgAAAHLqdRA9ajnyzOO2/Y7k8dtsP2fSvixljlRF5euttg/Y3p38nDf4vOiHguXratsP2L59YB/qL0iqrHxRf0HS7OXL9mm2P277Ttt32H5jZp/5118R0csfScdJ+qKkfy3pBEmfl7RhYJvzJH1YK3NdP0/S0qR9Jb1d0pbk7y2S/qju98pPp8rXWyX9Vt3vj596f4qUr+SxF0l6jqTbB/ah/uKnyvJF/cVP0fPjGknPSf4+SdIX6oy/+twSPW458tSipL+JFZ+V9MRkPmuWMsckVZUvQCpWvhQRn5R0aMjzUn9Bqq58AVKB8hURyxHxOUmKiIe0Muvb2sw+c62/+hxEj1uOfNI2LGWOSaoqX5J0WdK9dTXd7b1VpHyNQ/0FqbryJVF/oaTyZftHJP2kpKXkrrnXX30OoqdZjnzUNqUsZY5Oq6p8vUvSMyRtlLQs6U9nPD60W5HyBUxSVfmi/oJUQvmy/QRJ75f06xFxuMRjy6XPQfS45cgnbTNxKXNJ8oSlzNFplZSviPhqRHw/In4g6d1a6RZD/xQpX+NQf0GqqHxRfyFRqHzZfqxWAui/jYgPZLaZe/3V5yB63HLkqR2SXpuMEn2epG8kXQQsZY5JKilfaQWROF/S7UIfFSlf41B/QaqofFF/ITFz+bJtSe+RdGdE/NmQfeZbf9U9SrPOH62M/vyCVkaJvjm571JJlyZ/W9I7k8f3SNo0bt/k/idLuknS3cnv1XW/T346Vb7+R7LtbVqpMNbU/T75aWX5eq9WutO/p5UWn19O7qf+4qfK8kX9xU+h8iXphVpJ67hN0u7k57zksbnXX6xYCAAAAOTU53QOAAAAYCYE0QAAAEBOBNEAAABATgTRAAAAQE4E0QAAAEBOBNEA0EK2n2x7d/Lzz7YPJH9/0/Zf1X18ANB1THEHAC1n+62SvhkRf1L3sQBAX9ASDQAdYvsltj+Y/P1W29fYvtH2l2z/rO23295j+yPJ8rmy/VzbN9u+1fYNAyvLAQCGIIgGgG57hqSflrQo6X9K+nhEnCHpO5J+Ogmk/0LSz0XEcyVdLen36zpYAGiL4+s+AABApT4cEd+zvUfScZI+kty/R9KPSPoxST8u6aO2lWyzXMNxAkCrEEQDQLf9iyRFxA9sfy8eHQjzA62cAyzpjog4q64DBIA2Ip0DAPrtLkkn2z5Lkmw/1vazaj4mAGg8gmgA6LGIeFjSz0n6I9ufl7Rb0vNrPSgAaAGmuAMAAAByoiUaAAAAyIkgGgAAAMiJIBoAAADIiSAaAAAAyIkgGgAAAMiJIBoAAADIiSAaAAAAyIkgGgAAAMjp/wPhrtX3aw2zQAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'bell', Freqs['C6']), 0.65, 1.5 )\n", "displaySignal(X[:441]) # just look at the first 0.01 seconds\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 3 (Amplitude Envelope Shaping-- Swell)\n", "\n", "The amplitude level of actual musical signals is not constant, of course, and so\n", "we have to think about how to shape the amplitude 'envelope' to create more realistic\n", "musical signals. \n", "\n", "For this problem, you will learn to create a basic amplitude envelope (a *swell*) which takes a signal and modifies it to start at amplitude 0, increase linearly until it reaches its full amplitude halfway through the signal, and then decreases linearly to end at amplitude 0. The signal will thus have a *diamond* shape, e.g., \n", "\n", "\n", "\n", "\n", "\n", "The way we will apply amplitude envelopes is simply to multiply the signal array\n", "by the envelope array. Therefore, an *envelope* will be an array of floats in the range $[0..1]$ which is multiplied by the signal, and results in a new signal in which every sample has been scaled to conform to the envelope. \n", "\n", "

" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part A\n", "\n", "Complete the following template, which should produce the example shown. Do not worry too much about the exact behavior of the envelope at the endpoints and middle; for example, if\n", "you do not exactly hit 1.0 in the center, no worries, you won't hear it!" ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def applySwell(X):\n", " N = len(X)\n", " halfway = int(N/2)\n", " Up = (np.arange(halfway)) * 2 / N\n", " Down = 1 - (np.arange(N-halfway))*2/N\n", "# OR:\n", "# Up = [ 2*k/N for k in range(half) ]\n", "# Down = [ 1 - 2*k/N for k in range(N-half)]\n", " return (np.concatenate([Up,Down]) * X)\n", "\n", "# test\n", "\n", "T = np.arange(SR*2)\n", "X = applySwell( makeSignal() )\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B\n", "\n", "Now you must create a clarinet signal of frequency 392 Hz (D4), amplitude 1.0, and of 5 seconds duration, and apply the swell envelope. As in the last problem, you must display the signal (this time, the entire signal), and also listen to it using `Audio`. " ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = applySwell( makeSignal( makeSpectrum( 'clarinet', Freqs['D4']), 1.0, 5 ) )\n", "# OR:\n", "# X = applySwell( makeSignal( makeSpectrum( 'clarinet', 392), 1.0, 5 ) )\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "attachments": { "Screen%20Shot%202020-05-30%20at%201.28.01%20AM.png": { "image/png": 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" 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 4 (Amplitude shaping -- Tremolo)\n", "\n", "Tremolo is the constant wavering of amplitude in a signal, typically following a sine wave shape: \n", "\n", "![Screen%20Shot%202020-05-30%20at%201.28.01%20AM.png](attachment:Screen%20Shot%202020-05-30%20at%201.28.01%20AM.png)\n", "\n", "### Part A\n", "\n", "Complete the following template to create a tremolo envelope with the following parameters:\n", "\n", "- Frequency f of the amplitude oscillation; \n", "- Depth d of the oscillation, i.e, by what percentage is the amplitude reduced at the 'bottom' of the tremolo; and\n", "- Duration of the envelope.\n", "\n", "The following diagram shows the effect of the parameter $d$ on the tremolo:\n", "\n", "![Screen%20Shot%202020-06-05%20at%202.56.17%20PM.png](attachment:Screen%20Shot%202020-06-05%20at%202.56.17%20PM.png)" ] }, { "cell_type": "code", "execution_count": 76, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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al1IlAl80ZGY2WKkSgZmZDeZEYGZWck4EZmYl50RgZlZyTgRmZiXnRGBm1kR8+aiZmRWukEQgab6ktZLWS1pSZflfSLo/Db+UdGxu2aOSHpB0r6SuIuIxM7ORq/vBNJJagcuAeWTPIF4paXlEPJir9jvg3RHxjKQzgKXA23PLT46IJ+uNxczMRq+II4K5wPqI2BARO4BrgQX5ChHxy4h4Js3+muwh9WZmNkoT9TbUM4CNufnuVFbLecAtufkAbpO0StLiWo0kLZbUJamrp6enroDNzGyXIp5ZrCplVVOWpJPJEsE7c8UnRsQmSYcCt0t6OCLuHLTCiKVkXUp0dnb6rkFmZgUp4oigGzgiN384sKmykqS3AN8EFkTEUwPlEbEpjbcCN5J1NZmZ2RgpIhGsBGZJOlpSO7AQWJ6vIOlI4AbgnIj4ba58H0n7DkwDpwOrC4jJzOw1qRG/I6i7aygieiVdANwKtALLImKNpE+k5VcAXwAOBv6fJIDeiOgEpgE3prI24HsR8aN6YzIzs5Er4hwBEbECWFFRdkVu+uPAx6u02wAcW1luZmZjx78sNjMrOScCM7Mm0ohLJp0IzMxKzonAzKzknAjMzJpINOD6UScCM7OScyIwMys5JwIzs5JzIjAzayK+fNTMzArnRGBmVnJOBGZmJedEYGbWRBpxG2onAjOzknMiMDMrOScCM7OSKyQRSJovaa2k9ZKWVFkuSV9Ly++XdNxI25qZWc5EPEcgqRW4DDgDmA2cLWl2RbUzgFlpWAxcPoq2ZmbWQEUcEcwF1kfEhojYAVwLLKioswC4OjK/Bg6QNH2Ebc3MrIGKSAQzgI25+e5UNpI6I2kLgKTFkrokdfX09OxRoPtNKeQRzWZm4yYa0DdURCJQlbLKSGvVGUnbrDBiaUR0RkRnR0fHKEPMXHDKH+xROzOz17IiviJ3A0fk5g8HNo2wTvsI2pqZWQMVcUSwEpgl6WhJ7cBCYHlFneXAuenqoeOB5yJi8wjbmplZA9V9RBARvZIuAG4FWoFlEbFG0ifS8iuAFcCZwHpgG/DRodrWG5OZ2WtVI24xUcjZ04hYQfZhny+7IjcdwPkjbWtmZtU99vQ2DtynvdB1+pfFZmZN5LGnXip8nU4EZmYl50RgZtZEfBtqMzMrnBOBmVnJORGYmTURVbsfQ52cCMzMmojPEZiZWeGcCMzMSs6JwMys5JwIzMxKzonAzKzknAjMzErOicDMrOScCMzMSs6JwMys5OpKBJIOknS7pHVpfGCVOkdI+qmkhyStkfSp3LIvSnpc0r1pOLOeeMzMbPTqPSJYAtwREbOAO9J8pV7gMxHxRuB44HxJs3PLvxIRc9LgJ5WZmQ0hKP4eE/UmggXAVWn6KuCsygoRsTki7knTLwAPATPq3K6ZmRWk3kQwLSI2Q/aBDxw6VGVJM4G3Ar/JFV8g6X5Jy6p1LeXaLpbUJamrp6enzrDNzJqTKP72o8MmAkk/lrS6yrBgNBuSNBX4AfDpiHg+FV8OvB6YA2wGLqnVPiKWRkRnRHR2dHSMZtNmZjaEtuEqRMRptZZJ2iJpekRsljQd2Fqj3iSyJPBvEXFDbt1bcnW+Adw8muDNzMpmIp4jWA4sStOLgJsqK0gS8C3goYi4tGLZ9NzsB4DVdcZjZmajVG8iuBiYJ2kdMC/NI+kwSQNXAJ0InAOcUuUy0S9LekDS/cDJwIV1xmNmZqM0bNfQUCLiKeDUKuWbgDPT9F1Q/exGRJxTz/bNzMpmXE4Wm5nZxDERzxGYmVmTcyIwMys5JwIzs5JzIjAzKzknAjOzknMiMDMrOScCM7MmEsVfPepEYGZWdk4EZmZNRMX/sNiJwMys7JwIzMyaiM8RmJlZ4ZwIzMyaiM8RmJlZ4epKBJIOknS7pHVpXPXh85IeTQ+guVdS12jbm5lZZiKeI1gC3BERs4A70nwtJ0fEnIjo3MP2ZmbWAPUmggXAVWn6KuCsMW5vZmZ1qjcRTIuIzQBpfGiNegHcJmmVpMV70B5JiyV1Serq6empM2wzMxsw7DOLJf0YeF2VRZ8bxXZOjIhNkg4Fbpf0cETcOYr2RMRSYClAZ2dnA3rJzMzKadhEEBGn1VomaYuk6RGxWdJ0YGuNdWxK462SbgTmAncCI2pvZmaNU2/X0HJgUZpeBNxUWUHSPpL2HZgGTgdWj7S9mZk1Vr2J4GJgnqR1wLw0j6TDJK1IdaYBd0m6D7gb+I+I+NFQ7c3MbOwM2zU0lIh4Cji1Svkm4Mw0vQE4djTtzcxs7PiXxWZmJedEYGZWck4EZmZNZCLeYqKpNGIHmpk1u1IlAjOzZufbUJuZWeGcCMzMmojPEZiZWeFKlQh8rtjMmp3PEZiZlZy7hszMrHBOBGZmTcRdQ2ZmVjgnAjOzknMiMDMruVIlAt9ryMya3YQ7RyDpIEm3S1qXxgdWqfOHku7NDc9L+nRa9kVJj+eWnVlPPGZmNnr1HhEsAe6IiFnAHWl+NxGxNiLmRMQc4I+AbcCNuSpfGVgeESsq25uZWWPVmwgWAFel6auAs4apfyrwSEQ8Vud2zcysIPUmgmkRsRkgjQ8dpv5C4JqKsgsk3S9pWbWupQGSFkvqktTV09NTX9RmZvaqYROBpB9LWl1lWDCaDUlqB94PfD9XfDnwemAOsBm4pFb7iFgaEZ0R0dnR0TGaTe9ah+82ZGZNThR/trhtuAoRcVqtZZK2SJoeEZslTQe2DrGqM4B7ImJLbt2vTkv6BnDzyMI2M7Oi1Ns1tBxYlKYXATcNUfdsKrqFUvIY8AFgdZ3xmJnZKNWbCC4G5klaB8xL80g6TNKrVwBJ2jstv6Gi/ZclPSDpfuBk4MI64zEzs1EatmtoKBHxFNmVQJXlm4Azc/PbgIOr1Dunnu2bmZXNhPtBmZmZNT8nAjOzkitVIvC9hszMBitVIjAzs8GcCMzMSs6JwMys5JwIzMxKzonAzKzknAjMzErOicDMrOScCMzMmogacI8JJwIzsyYSDfhlrBOBmVnJORGYmTURdw3VqRGHVGZmza5UicDMzAarKxFI+lNJayT1S+ocot58SWslrZe0JFd+kKTbJa1L4wPricfMzEav3iOC1cAHgTtrVZDUClxG9vD62cDZkmanxUuAOyJiFnBHmjczsxoa8ICy+hJBRDwUEWuHqTYXWB8RGyJiB3AtsCAtWwBclaavAs6qJ57hTGp1T5iZNbfWluY8WTwD2Jib705lANMiYjNAGh9aayWSFkvqktTV09OzR4EsesdMpu8/ZY/ampmNtzdMm8rps6cVvt5hH14v6cfA66os+lxE3DSCbVRLX6O+fCcilgJLATo7O/fo8p8pk1r51UWn7klTM7PXrGETQUScVuc2uoEjcvOHA5vS9BZJ0yNis6TpwNY6t2VmZqM0Fl1DK4FZko6W1A4sBJanZcuBRWl6ETCSIwwzMytQvZePfkBSN3AC8B+Sbk3lh0laARARvcAFwK3AQ8C/R8SatIqLgXmS1gHz0ryZmY0hNeOvbTs7O6Orq2u8wzAzayqSVkXEoN98+XpKM7OScyIwMys5JwIzs5JzIjAzK7mmPFksqQd4bA+bHwI8WWA4Y8Vxjy3HPbYc99g4KiI6KgubMhHUQ1JXtbPmE53jHluOe2w57vHlriEzs5JzIjAzK7kyJoKl4x3AHnLcY8txjy3HPY5Kd47AzMx2V8YjAjMzy3EiMDMruVIlAknzJa2VtF7SmD8fWdIySVslrc6VHSTpdknr0vjA3LKLUqxrJb0nV/5Hkh5Iy74mSal8sqTrUvlvJM0sKO4jJP1U0kOS1kj6VDPELmmKpLsl3Zfi/vtmiDu3zVZJ/yXp5maJW9KjaXv3SupqorgPkHS9pIfT+/yEZoi7MBFRigFoBR4BjgHagfuA2WMcw7uA44DVubIvA0vS9BLgn9P07BTjZODoFHtrWnY32a2/BdwCnJHK/wq4Ik0vBK4rKO7pwHFpel/gtym+CR172sbUND0J+A1w/ESPOxf/3wLfA25uovfKo8AhFWXNEPdVwMfTdDtwQDPEXdh7bbwDGLMXmv1xbs3NXwRcNA5xzGT3RLAWmJ6mpwNrq8VH9jyHE1Kdh3PlZwP/mq+TptvIfvGoBryGm8ieH9E0sQN7A/cAb2+GuMme5HcHcAq7EkEzxP0ogxPBhI4b2A/4XeV6JnrcRQ5l6hqaAWzMzXensvE2LSI2A6Txoam8Vrwz0nRl+W5tInsg0HPAwUUGmw5p30r27XrCx566V+4lewzq7RHRFHEDXwX+DujPlTVD3AHcJmmVpMVNEvcxQA/w7dQV901J+zRB3IUpUyJQlbKJfO1srXiHeh0NfY2SpgI/AD4dEc8PVbVGHGMee0T0RcQcsm/YcyW9eYjqEyJuSe8FtkbEqpE2qRHDeLxXToyI44AzgPMlvWuIuhMl7jayLtvLI+KtwEtkXUG1TJS4C1OmRNANHJGbPxzYNE6x5G2RNB0gjbem8lrxdqfpyvLd2khqA/YHni4iSEmTyJLAv0XEDc0UO0BEPAv8DJjfBHGfCLxf0qPAtcApkr7bBHETEZvSeCtwIzC3CeLuBrrT0SLA9WSJYaLHXZgyJYKVwCxJR0tqJzths3ycY4IshkVpehFZ//tA+cJ0tcHRwCzg7nSI+oKk49MVCedWtBlY14eAn0TqlKxH2s63gIci4tJmiV1Sh6QD0vRewGnAwxM97oi4KCIOj4iZZO/Tn0TEX070uCXtI2nfgWngdGD1RI87Ip4ANkr6w1R0KvDgRI+7UON9kmIsB+BMsiteHgE+Nw7bvwbYDOwk+4ZwHlk/4R3AujQ+KFf/cynWtaSrD1J5J9k/2CPA19n1C/EpwPeB9WRXLxxTUNzvJDuMvR+4Nw1nTvTYgbcA/5XiXg18IZVP6LgrXsNJ7DpZPKHjJutrvy8Nawb+xyZ63Gm9c4Cu9F75IXBgM8Rd1OBbTJiZlVyZuobMzKwKJwIzs5JzIjAzKzknAjOzknMiMDM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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 76, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def applyTremolo(X,f,d):\n", " T = np.arange(len(X))\n", " E = (d/2) * np.sin( 2 * np.pi * f * T / SR ) + (1.0 - d/2) \n", "# OR:\n", "# N = len(X)\n", "# E = np.array([ (d/2) * np.sin( 2 * np.pi * f * k / SR ) + (1.0 - d/2) for k in range(N) ]) \n", " plt.title(\"amplitude envelope for tremolo:\")\n", " plt.ylim([0.0,1.1])\n", " plt.plot(E)\n", " plt.show()\n", " return X * E\n", "\n", "# Test it\n", "\n", "\n", "X = applyTremolo(makeSignal(duration=3), 2,0.0)\n", "# plt.figure(figsize=(12,6))\n", "plt.title(\"d = 0.0 (no tremolo effect)\")\n", "plt.plot(X)\n", "plt.show()\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B\n", "\n", "Now create a steel string guitar signal of frequency 220 Hz, amplitude 0.75, and duration 3 seconds,\n", "then apply a tremolo with frequency 6 Hz and depth 0.2. Display it and listen to it using `Audio`. " ] }, { "cell_type": "code", "execution_count": 77, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 77, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'steelstring', 220.0), 0.75, 3 )\n", "X = applyTremolo(X,6,0.2)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part C\n", "\n", "Now create a bell signal of frequency 2093 (C7) Hz, amplitude 0.6, and duration 4 seconds,\n", "then apply a tremolo with frequency 3 Hz and depth 0.5. " ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 78, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'bell', 2093.0), 0.6, 4 )\n", "X = applyTremolo(X,3,0.2)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part D\n", "\n", "Finally, create an organ signal of frequency 97.999 (G2) Hz, amplitude 0.85, and duration 4 seconds,\n", "then apply a tremolo with frequency 8 z and depth 0.2. " ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'organ', 97.999), 0.85, 4 )\n", "X = makeSignal( makeSpectrum( 'clarinet', 220.0), 1.0, 4 )\n", "X = applyTremolo(X,50,0.3)\n", "displaySignal(X,title=\"Tremolo: Freq=\"+str(50)+\" Hz, Depth=\"+str(0.3))\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " ### Amplitude Modulation: ADSR envelopes\n", " \n", " When trying to synthesize a musical note, we have to deal with the way various instruments shape the amplitude envelope. Typically, this shape can be defined by\n", " \n", "- Attack: How the signal grows from 0 to an initial maximum value;\n", "- Decay: How the initial maximum decreases somewhat after the initial impetus of the sound;\n", "- Sustain: The portion of the note where the amplitude is fairly constant; and\n", "- Release: The end of the note, where the note fades away.\n", "\n", "The attack and decay phases will be described by linear functions, but the\n", "release phase is described by an exponential decay function. \n", "\n", "One could also create an exponential increase for the attack, exponential decay\n", "for the decay, however, these phases are typically short and it would be difficult\n", "to actually hear the difference, so a simpler implementations seems appropriate. \n", "\n", "Not all notes created by all instruments follow this exact sequence, and some\n", "parts might be missing: for example, pianos, guitars, and percussion instruments\n", "have no sustain phase, as the note, once struck, starts to die away immediately.\n", "Organs have essentially no decay or release phase. Many instruments can vary\n", "the amplitude arbitrarily, and so a constant-amplitude sustain phase may not\n", "be realistic. \n", "\n", "Nevertheless, this is a good first approximation, and it can be refined by adding\n", "other features, such as tremolo. \n", "\n", "We will consider three basic envelopes for wind, percussion (including guitar and piano), and for organ. " ] }, { "attachments": { "Screen%20Shot%202021-09-24%20at%208.18.18%20PM.png": { "image/png": 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 5 (ASDR Envelopes)\n", "\n", "In this problem you will write a function `getADSR` which will create an envelope\n", "with the following shape and parameters:\n", "\n", "![Screen%20Shot%202021-09-24%20at%208.18.18%20PM.png](attachment:Screen%20Shot%202021-09-24%20at%208.18.18%20PM.png)\n", "\n", "- A, D, S, R (Attack, Decay, Sustain, Release) = relative length of each phase as a percentage of the whole Duration;\n", "- L = relative level during sustain phase, e.g., 0.5 is sustain at half max value; and\n", "- H = relative half-life of exponential decay during R phase (time for amplitude to be reduced by half), as a percentage of the Duration.\n", "\n", "Note carefully that all the values are in the range $[0..1]$ and that\n", "we must have $A+D+S+R = 1.0$ (these are fractions of the whole duration, whatever that is). \n", " " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part A\n", "\n", "Complete the following template. One approach is to create the envelope (a list of floats) first,\n", "one phase as a time, and then apply it to the signal; alternately you can\n", "adjust the signal itself using the parameters. I found the first approach much\n", "less confusing, because keeping track of the indices is a real pain in the second approach. \n", "\n", "The `duration` is simply the length of $X$ (the number of samples). " ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[0.9 0.89981141 0.89962286 0.89943434 0.89924587 0.89905744\n", " 0.89886904 0.89868069 0.89849237 0.8983041 ]\n", "[0.9 0.89981141 0.89962286 0.89943434 0.89924587 0.89905744\n", " 0.89886904 0.89868069 0.89849237 0.8983041 ]\n" ] } ], "source": [ "R = 10\n", "H = .15\n", "L = 0.9\n", "RX = L*2.0**(-np.arange(R)/(SR*H))\n", "print(RX)\n", "RX = np.zeros(R) \n", "for k in range(R):\n", " RX[k] = L*2.0**(-k/(SR*H)) \n", "print(RX)" ] }, { "cell_type": "code", "execution_count": 53, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 53, "metadata": {}, "output_type": "execute_result" } ], "source": [ "def applyADSR(envelope, X):\n", " (A,D,S,R,L,H) = envelope\n", " duration = len(X)\n", " \n", " A = int(A*duration) # convert from seconds to sample count\n", " D = int(D*duration)\n", " S = int(S*duration)\n", " R = duration - (A+D+S) # to make sure floating point arith didn't screw up the count\n", " \n", " # make attack phase\n", " AX = np.arange(A) / A\n", "#. OR:\n", "# AX = np.zeros(A) \n", "# for k in range(A):\n", "# AX[k] = k/A\n", " \n", " # make decay phase\n", " DX = 1 + np.arange(D) *(L-1)/D \n", "#. OR:\n", "# DX = np.zeros(D) \n", "# for k in range(D):\n", "# DX[k] = 1+k*(L-1)/D \n", " \n", " # make sustain phase\n", " SX = np.ones(S) * L\n", "#. OR:\n", "# SX = np.zeros(S) \n", "# SX.fill(L) \n", " \n", " # make release phase\n", " RX = L*2.0**(-np.arange(R)/(SR*H)) \n", "#. OR:\n", "# RX = np.zeros(R) \n", "# for k in range(R):\n", "# RX[k] = L*2.0**(-k/(SR*H)) \n", " \n", " E = np.concatenate([AX,DX,SX,RX])\n", " return E * X\n", "\n", "# Test with default signal\n", "\n", "X = makeSignal()\n", "E = (0.05, 0.05, 0.75, 0.15,0.8,0.04)\n", "X = applyADSR(E,X)\n", "\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" } ], "source": [ "T = np.arange(SR*2)\n", "X = makeSignal([(200,0.6,4)])\n", "E = (0.05, 0.05, 0.75, 0.15,0.8,0.04)\n", "X = applyADSR(E,X)\n", "\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B\n", "\n", "Now take some typical envelopes for wind, percussion, and organ, and for each, apply it to\n", "the appropriate signal (clarinet, steel string guitar, and organ) with a frequency\n", "of 261.63 (Middle C), amplitude of 0.8, and duration of 3 seconds. \n", "\n", "For each, display the whole signal and listen to it with `Audio`." ] }, { "cell_type": "code", "execution_count": 55, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "wind_envelope = (0.06,0.04,0.8,0.1,0.5,0.1)\n", "X = makeSignal( makeSpectrum( 'clarinet', 261.63), 0.8, 3 )\n", "X = applyADSR(wind_envelope,X)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 56, "metadata": {}, "output_type": "execute_result" } ], "source": [ "percussion_envelope = (0.02,0.0,0.0,0.98,1,0.5)\n", "X = makeSignal( makeSpectrum( 'steelstring', 261.63), 0.8, 3 )\n", "X = applyADSR(percussion_envelope,X)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 57, "metadata": {}, "output_type": "execute_result" } ], "source": [ "organ_envelope = (0.02,0,0.96,0.02,1,0.01)\n", "X = makeSignal( makeSpectrum( 'organ', 261.63), 0.8, 3 )\n", "X = applyADSR(organ_envelope,X)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part C\n", "\n", "Now we will investigate how the tremolo and the ADSR envelopes might work together.\n", "The problem is that tremolo is generally created by the player, and does not\n", "apply during the attack and decay phase. We *could* rewrite the ASDR function\n", "to only apply tremolo during the attack and release phases, but for\n", "now we will simply apply the tremolo to signals which have a fast attack and\n", "little or no decay, such as the guitar or bell. \n", "\n", "Create a bell sound with frequency 1036.5, amplitude 1.0, of duration 6 seconds,\n", "then apply the percussion envelope,\n", "and THEN apply tremolo with a frequency of 2 and a depth of 0.2. \n", "\n", "Display the whole signal and listen to it with `Audio`." ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "image/png": 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4D1pJ29K3tuuxZW+HjgEAABAJSnQWlm/YETpCwdi0c7+u/uXi0DEAAAAiQYnOAitPZI7RewAA0BFQorOw8u2doSMUnDFfeUy79zeEjgEAAJAVSnQWfrnwjdARCk5dQ5OO/9oC7amjSAMAgMJFic5Cz+qySD/PIv20ePvVwje0fU996BgAAADtQonOgkVce4tptvDN81dowjceDx0DAACgXSjRCGrR2m2hIwAAAGSMEp2FZ1ZvCR2h4F1y65+0eN27oWMAAABkhBKN4P72p89p+956lgwEAAAFgxKNWJjw9cc15obH9Oo7LBsIAADijxKNWLng+0+z/B0AAIi90tABClVjUzGtpZFf4766QJ0rSjX3ikla/tYOfeasY0JHAgAAOEQkJdrMpkn6gaSEpNvd/ZYW+z8m6Uupt7skfdbdl6T2rZW0U1KjpAZ3r4kiU669vGFH6Agd2q79Dbr8tuclJZfDu/SUIfrH80frx79brRUbd+hzZx+r0f27aEDXSl1++0J9cMIgbdm1X9dOHaVNO/Zpf0OT9tY3anS/LoF/JwAAoCMy9+xGVM0sIelVSedLWi9pkaTL3P3lZsecLmmFu79rZtMl3ejuU1L71kqqcfe0l7qoqanx2trarHJna9Habbrk1j8FzYD0rPjGNJWUSCVmKkswgwkAAKTPzBa3NsgbxUj0ZEmr3X1N6kL3Spop6WCJdvfnmh2/UNLgCK4b1N1/Whc6gsykLP8OVBSO++pjB19PGdFT9846VWbF9HxIAAAQtSiG5QZJerPZ+/WpbW35lKRHm713SY+b2WIzm9XWSWY2y8xqzax28+bNWQWOwsbte0NHoEC3w/Ovb9Ojy97Wjn08chwAALRfFCPRrQ3ptVrvzOwcJUv0mc02n+HuG8ysr6QnzGyluz992Ae6z5U0V0pO58g+NorV5371giRp8oie+tuTB+mjpwwNnAgAABSaKEai10sa0uz9YEkbWh5kZidKul3STHffemC7u29Ifd0k6UElp4fE3u79PBik0P359W360v1LtWXXflZbAQAAGYmiRC+SNMrMRphZuaRLJc1rfoCZDZX0gKRPuPurzbZXm1mXA68lXSBpWQSZcq6JuRQdRs03n9S0fz/shx8AAABtyrpEu3uDpNmSFkhaIek+d19uZleb2dWpw74qqZekn5jZS2Z2YGmNfpKeMbMlkv4s6RF3f0wFYG995iPR3MoWX6s27dLVdy/WwjVbj34wAAAoelkvcRdCHJa4Gz7nkaDXR+784Ytna0iPKpWU8NceAACKXVtL3LFoLtDC33z395p19+LQMQAAQIxRoiPCmGXH8uSKd3TDg0tDxwAAADFFiY5I4U2KwdH88vk3uOEQAAC0ihINHMHKt3dq+JxHtHjdttBRAABAjFCiY4gnUsfP3/70T7rt6TWhYwAAgJigRLfDq+/szOnnF+CCKUXh5vkr1MRDWQAAgCjR7bJu656g1w81UM0IuXTMdfP1iTue1/4GnlgJAEAxo0S3w8599UGvH2oslBHypD+u2qJP/bxW//mH10JHAQAAgZSGDlCI7l64LnSESJnaX8xbnpvNZxWSZ1Zv0TOrt2hYr2pNG98/dBwAAJBnjES3w4tvvBc6QqRaK73pTt1oeW4xFOjmrv7lYo2+4VHVNTSFjgIAAPKIEt2BtOy92Ty1mqkb6atraNLoGx7V8DmPaMHyt0PHAQAAeUCJ7kBa9l4Wksi/v7t7sb7+2+WqXbtN++q5+RAAgI6KOdFAxH727Fr97Nm1B9/f+IFxOnNUb43s01nbdtepR1W5SrL5MQEAAAiOEg3k2I2/fbnd5yZKTOMHddPg7p00rFeVShMl+sL5oyNMBwAA2oMSjVgqllU+jqaxybXkzfe05M33Dm774VOrJEnlpSWqKkto4XVTVVmWCJQQAIDiRIlGLFGgj66uoUl1DU0a+5XHJElfnj5WXSrLdPmUoYGTAQDQ8XFjIdBBfPvRlbruwaUaPucR3fXcWh5RDgBADlGiM/RG4Ed+A+n42rzlOua6+ZryrSf1p9e2qpFCDQBApCjRGVr4+tbQEYC0vbNjvy67baFGXjdft/9xTeg4AAB0GJToDPEjchSqbz6yQsPnPKJTv/UUa1gDAJAlSnSGdu1vCB0ByMrbO/Zp7Fce0/A5j2jZW9tDxwEAoCCxOkeGyhL8vSMTLFUXb+//0TOSpOG9qvSV94/TuWP7yowHwQAAcDSU6Az95sW3QkcoKBTowrB26x596q7ag++/eOEYffjkQepVXaHyUv7iCABAS5ToDL3Y7KEXiFZro9ZmktPE8+67C17Rdxe8csi2a6eO0r76Rp08tLvOHtNXiRLT/oYm7d7foL5dKuQulZSYdu9vUGnC5C5VliXk7qprbFJpSYkSPO4cANBBUKIRG6115VwW6HSnmrR1XLEV/ANPSoxaRWmJzjy2t66dOkrbdtfprNF9KNsAgNijRKNopdt/2zqumAp0Lu1vaNJTKzfpqZWbDttXM6yHzhrdR9eccyzFGgAQK5RooIWoboaM4nOK/cbM2nXvqnbdu/q3J149uK1Xdbnu/+zp6l5Vpu5V5QHTAQCKGSUaaKHVqRttbM/0c6LIUuy27q7T2d/7/SHbPjBhoK46fZiOH9hNlWWJMMEAAEWFEp2BnfvqQ0dAIJTZePvtkg367ZINh20/YVA3ffKM4Tp5aA8N6VmlxiZntREAQCQo0RnYsqsudAQUiZYj383fF/sUj0wsfWu7vnDfkrxca0y/LupeVaZhvap0+sjeGtO/i7p2KlOv6nJGxwGgA6JEZ2DR2m2hI6CDaWuFj5ab/Aj7DvtMUbhDeOWdnZKk51/fpvtq1x/1+J7V5brohAGaPKKnzjy2t7pUlqqUhzkBQMGIpESb2TRJP5CUkHS7u9/SYr+l9s+QtEfSVe7+QjrnxsnQnlWhI6CDycUKH5kU7iiUmNTkR9/WUrEtEdjStt11unvhOt29cN1Rjx3as0rnju2rEb2rNbB7Jx3Tp1q9qytkJVJ5okQVpSUyM3nqD5SnTgJA7mVdos0sIenHks6XtF7SIjOb5+4vNztsuqRRqV9TJP1U0pQ0z42Nnz+7NnQEIHZaK8tHK9BScRfoTL2xbY9+/tza0DHaNH5QV50+sreG9qzSsF5VGtKjSgO7d5KZVMboOoAOKoqR6MmSVrv7Gkkys3slzZTUvAjPlPQLTw6TLDSz7mY2QNLwNM6NjT31jaEjAGhF85HvbKewMAUmc8ve2qFlb+0IHSNrfbtUqGd1uQZ0q1TP6gqdOLibKkpL1KdLhXpUl6tnVbnKSktUXZ5QZVlCiRKTSYesYc5PAYDiEUWJHiTpzWbv1ys52ny0YwaleW5slCX4jyMQR81HvrMtwPks0BT2eNm0c7827dyvlW8n57ff/8LR57YDyJ+1t1wUOsIhoijRrTXLlv9faOuYdM5NfoDZLEmzJGno0KGZ5IvMnVdNDnJdAACAYtdwc2OsbsCOokSvlzSk2fvBklou2NrWMeVpnCtJcve5kuZKUk1NTZDBmyvueF5/XLU5rfmeAOLpkNVLWrm5sfm2I40UF/uNkYifEb2r9e6eOh3Tu1pliRKN7NtZ9Q1N6tapTH26VKh/t0rtb2hSz6pyde1UpsqyEpUlSlSWsIPTUxIlphIzlSVKZPbXka7k1BWTN/s3osRMTQduZpUd/HfC5QffS8ltZlLzmS4lZgc/21Kvm+9nWgwKQRQlepGkUWY2QtJbki6VdHmLY+ZJmp2a8zxF0nZ332hmm9M4NzbqG5so0EAGMpmu0GqhbeX8bMvrIauXtLa8YJpTQyjQ6TOTJg7pru6dyjS6Xxf161qp/t0q1au6XOWlJepRVa6KshJVlZeqobFJlWUJmUmlJSVqaGpSiSXLnbvU5K4md1WUJlTf2HTwn4fSElOjuxJmB0vZgWtTyADkQtYl2t0bzGy2pAVKLlN3p7svN7OrU/tvlTRfyeXtViu5xN0nj3Rutply5eKJg/Tca1tDxwAi19qSdFHM183kfPfDr9na+ZTX1nWuKNWu/Q0H34/u11mvvrNL5YkSlSZM/bpWasfeem3fW6+uncq0bXedRvSu1pZd+9W/a6USJaZB3TupoqxEvaorNLJPtbpVlak8kdDIvtXqUVWubp3KZCZVlObv4THlavtHt4mSQ3Pw4AMA+RTJf3Pcfb6SRbn5tlubvXZJ16R7blz171YZOgKQtdYKc2s/YYmqq6azZnTU1yxU5x3XV1OP66cJg7trdL/OKjFTSQmjqAAQR/zFPQN76ljiDu2XzchuW+e2Z2pDvqckMQVKmnFCf00a1lPnju2rqvKE+nXlL+QAUOgo0Rk49ZieoSOggGXTJds6l6kNmTlpaHeN7ttFZ4zqrYHdKtWlskz76hs1ul8XNbqrPFGibbvrVF2RUHlpicpKSrRzX4MamprUpbJMDU1NqihNaG99o6rLE6pvdJWXxudOcQBA/lCiM9C5gj8uIM7KEqZvXjxe54zpq16dKw55CEa6Wk7b6lZVdvD1gfm5B/5bUF7KVAsAKFa0wgzEaW1CFCYerhGdEwd105zpYzVpeI+83ugGAIBEiQbapb1Lr1Gg2+fUY3rqkklDdN64furWqezoJwAAkGOUaCClzZv3WtnO0mu5M3l4T331A+M0tn+X5AMeWOMXABBDlGjERrpLobVnSkQ6n93mzXsZXqtYJEpMU0b01HOvbdXsc47VorXbdNyArvrNS29pxgkDtOG9vepUlnwgRtdOZRrZp7M279yvqcf11d66Rk0Y0l2bd+7X+EHdQv9WAADIGCUasdGetYRbK9TproOMIxvUvZNG9+us7390YuohG+mNCN/4wePTvgZLvQEAChUlOkNzpo/VLY+uPPieG8XaJ6o/t9Y+I6rCXIzf2ytOG6ZvzBwfOgYAALFHic5Qp7JDVwEotpIVlUL4cyuEjFH45sXj9fFTh4WOAQBAQaFEZ6iJu8fQAVx1+nBdeHx/nTayV+goAAAUJEp0hqp54AoK2H9ffZpOGc6TNwEAyBaNMEO9qstDRwAy9rt/PlsjeleHjgEAQIdBic7QOWP6ho5QtIrxRr9s/Mu0Mbpk0hD16VIROgoAAB0OJTpDJSU8+CGUTAt0sZbuuz81WacM76nKMh6FDQBArlCiEVvpPEb74LFK76mCHdGHTxqkT71vhI4fyENLAADIF0o0YiuThVCKpTBL0g8unaiK0oSOH9hVvTtXqFM5I84AAOQbJboIFes0h9C+9aET9OiyjRrZp7M+ecZwdaks0+79DZq3ZINmnDBA7+6p08lDe2jekg0a0qOT9tY3atKwHqooTaiuoUklJpUmSkL/NgAAgCjRRYkCnR/f/ciJ2lvfqCtOG35w2+VThh5yTM/qcl1zzrGSpBFKrp7xwQkDD/us8lLKMwAAcUKJ7sAymVOM6Lz2rRlKcAMqAAAdGiW6A6NA588Vpw3TWaP66Lxx/UJHAQAAeUCJbocTB3fTX9ZvDx0jFkpMairysr7ypmksJwcAQJFhomU7TBjcPXSE2Cj2Ar32loso0AAAFCFKdDtMPY6nFha7J79wll7/9ozQMQAAQCBM52iHYh18ZWk8acYJ/fWTj00KHQMAAATGSHQ7nHls79ARgij2Ai2JAg0AACQxEt0uZTzwQlJxjUxfO3WUvnD+6NAxAABATFCiYy7Oaz3HNFbk7vu701QzrEfoGAAAIEYo0TkS1dJvcS3QxeLlb1yoqnL+NQEAAIeiHeRIsS/91hGsvnm6Spm6AwAAWkFDAFqYMLibHv77MynQAACgTYxE51Fr85tD3pxXTDcGZuKh2WeGjgAAAGIuq6E2M+tpZk+Y2arU18PuvjKzIWb2OzNbYWbLzezzzfbdaGZvmdlLqV8F8/SKsf27ZHxOa/ObQ5ZYCvShVt40TWtvuSh0DAAAUACy/Xn1HElPufsoSU+l3rfUIOmf3P04SadKusbMxjXb/313n5j6NT/LPHnTyKTnDmPa+P66/7On8fhuAACQtmync8yUdHbq9V2Sfi/pS80PcPeNkjamXu80sxWSBkl6OctrB9WtU1noCIjIrR/nASoAACAz2ZbofqmSLHffaGZ9j3SwmQ2XdJKk55ttnm1mV0iqVXLE+t02zp0laZYkDR06NMvY2TMLnQDZmD6+v+ZMH6thvapDRwEAAAXoqCXazJ6U1L+VXddnciEz6yzpfkn/4O47Upt/KukmJafn3iTpXyX939bOd/e5kuZKUk1NDXMp0G7Lv36hqiu4pxYAALTfUZuEu5/X1j4ze8fMBqRGoQdI2tTGcWVKFuhfufsDzT77nWbH3Cbp4UzCh3TZ5KFatLbVQXPEzCdOHaahPavUrVOZLqkZLOPHCAAAIEvZDsfNk3SlpFtSXx9qeYAlG8sdkla4+7+12DfgwHQQSR+StCzLPHkzojfTAPLt3LF99b8rk39PS5SYhveq0uVThummh/86vf6JfzxLs3/9gkb366K99Y36/kcnqksl89cBAEC0zLN4rrSZ9ZJ0n6Shkt6QdIm7bzOzgZJud/cZZnampD9KWiqpKXXqde4+38zuljRRyekcayX9XbNS3aaamhqvra1td+4obN65X6fc/GTQDB1d905lem9vvf5r1qka2bezeneukCTVNzaprNmDUNyd0WUAAJATZrbY3Wtabs9qJNrdt0qa2sr2DZJmpF4/o+RzPVo7/xPZXD+kPl0qQkfosH79mSka06+LenVu/c+4rMWTBCnQAAAg37i7CrFSVZ7QqSN6qaSEYgwAAOKLEo1YmD6+v6aM6KmrzhgROgoAAMBRUaIR3E8+drJmnDAgdAwAAIC0ZfvY76J22jG9QkfoEM4e0yd0BAAAgIwwEp2FBPN2s7b2lotCRwAAAMgYJRpBTBjcTZNH9AwdAwAAoF0o0VnYua8+dISCddPF43Xi4O6hYwAAALQLc6KzwFML2+f+z55OgQYAAAWNEp2Fj506LHSEgvPn66Zq0rAeoWMAAABkhRKdBe4rzFzfrpWhIwAAAGSNEp2FkX06h44AAACAACjRWeheVR46QsF436jeLGcHAAA6DEo08uLcsX1DRwAAAIgMS9wh55Z87QJ161QWOgYAAEBkGIlGTk0f358CDQAAOhxKNHLqpx+fFDoCAABA5CjRARlL5AEAABQkSnSWvjRtbLvPdY8wSAyxGgcAAOioKNFZYjQZAACg+FCikRP/9n8mhI4AAACQMyxxh8gxjQMAAHR0jERnadyArqEjAAAAIM8o0Vk6a3Sf0BFihVFoAABQDCjRiAwFGgAAFAtKNAAAAJAhSjQAAACQIVbnQNbu/+zpGtmnOnQMAACAvKFEI2sTBndTaYIfagAAgOJB80HWEiU8thEAABQXSjTa7dg+nbX2lotkPPscAAAUGUo02u3Jf/qb0BEAAACCYE40MtajqkxfvHBs6BgAAADBZDUSbWY9zewJM1uV+tqjjePWmtlSM3vJzGozPT/urj332NAR8urBz52hy6cMDR0DAAAgmGync8yR9JS7j5L0VOp9W85x94nuXtPO82Ord5eK0BHyqlN5InQEAACAoLIt0TMl3ZV6fZeki/N8fixcMmlI6Ah58+PLT1a/rpWhYwAAAASV7Zzofu6+UZLcfaOZ9W3jOJf0uJm5pP9097kZni8zmyVpliQNHRqvqQTFMDI7c8JADexeqYtOHBA6CgAAQHBHLdFm9qSk/q3suj6D65zh7htSJfkJM1vp7k9ncL5SxXuuJNXU1Hgm5yI7cz8xSRcc39o/AgAAAMXpqCXa3c9ra5+ZvWNmA1KjyAMkbWrjMzakvm4yswclTZb0tKS0zkdY4wd1Cx0BAAAgVrKdEz1P0pWp11dKeqjlAWZWbWZdDryWdIGkZemej7Be+9YMDezeKXQMAACAWMl2TvQtku4zs09JekPSJZJkZgMl3e7uMyT1k/Rg6ql2pZJ+7e6PHel8hPOF80fr3LF9VV1Rqg3v7eWR3gAAAK3IqkS7+1ZJU1vZvkHSjNTrNZImZHI+cuPZOefqnO/+XnWNTQe3rb3lIg2f88jB99dOHXXw9Yje1XnNBwAAUCh4YmEH1bWyVM99eapO+eaT+o/LT9Lofl00qHsnvXrzdP3Xojd0xrG9NbhHlSRpzbdmqIQRZwAAgLRRojuge2edqsnDe6qkxLTipmmH7f/oKYcuEUiBBgAAyEy2NxYihsYP6kYxBgAAyCFGojuIj9YM0fhBXfWJ04aHjgIAANDhUaI7gK9/8Hhdefrw0DEAAACKBtM5AAAAgAxRojuAc8f2DR0BAACgqDCdo8Ctunm6yhL8XQgAACCfaF8R+cCEgUGuS4EGAADIPxpYRM4a1Tvv1/z0mSPyfk0AAAAwnSMyfbtW5vV6n3nfCF1/0bi8XhMAAABJjERHJJ8j0b07V2jO9OPydj0AAAAcihIdEbP8PSFw2vh+SvBEQgAAgGAo0QXo81NHh44AAABQ1JgTXWBe/eZ0lZfydx8AAICQaGMFhgINAAAQHo0MAAAAyBAlOkKl3OwHAABQFCjREZp11jE5/fwHPnd6Tj8fAAAA6aFER2hM/y45/fyTh/bI6ecDAAAgPZToCF14fP/QEQAAAJAHlOgIVZYlcvbZP7zspJx9NgAAADLDOtEFYME/nJXzqSIAAABIHyPRBYACDQAAEC+U6Jh76JozQkcAAABAC5TomJswpHvoCAAAAGiBEg0AAABkiBINAAAAZIgSDQAAAGSIEh1j82ZzUyEAAEAcUaIjduaxvSP7rBMHd4/sswAAABAdSnTEBnSrDB0BAAAAOZZViTaznmb2hJmtSn3t0coxY8zspWa/dpjZP6T23WhmbzXbNyObPHEwrFdV6AgAAADIsWxHoudIesrdR0l6KvX+EO7+irtPdPeJkiZJ2iPpwWaHfP/Afnefn2We4GadNTJ0BAAAAORYaZbnz5R0dur1XZJ+L+lLRzh+qqTX3H1dlteNrfLS7GfIfOtD43X2mL4RpAEAAEAuZNv4+rn7RklKfT1a87tU0j0tts02s7+Y2Z2tTQc5wMxmmVmtmdVu3rw5u9Qxd/mUYRrYvVPoGAAAAGjDUUu0mT1pZsta+TUzkwuZWbmkD0r672abfypppKSJkjZK+te2znf3ue5e4+41ffr0yeTSAAAAQKSOOp3D3c9ra5+ZvWNmA9x9o5kNkLTpCB81XdIL7v5Os88++NrMbpP0cHqxAQAAgHCync4xT9KVqddXSnroCMdephZTOVLF+4APSVqWZZ6C9/I3LgwdAQAAAEeRbYm+RdL5ZrZK0vmp9zKzgWZ2cKUNM6tK7X+gxfnfMbOlZvYXSedI+scs8xS88gRLdwMAAMRdVqtzuPtWJVfcaLl9g6QZzd7vkdSrleM+kc31O6JSSjQAAEDs0dhi5PF/PCt0BAAAAKSBEh0jo/t1CR0BAAAAaaBEAwAAABmiRAMAAAAZokTnwIwT+oeOAAAAgByiROfAF84fEzoCAAAAciirJe7QumP7ds7o+EnDeujikwblKA0AAACiRomOgV99eooqyxKhYwAAACBNTOcAAAAAMkSJBgAAADJEiY4Bs9AJAAAAkAlKdGCzzzlWFaXMhwYAACgklOjA/vlClsMDAAAoNJTogDqxIgcAAEBBokQHtOKmaaEjAAAAoB0o0QAAAECGKNEAAABAhijRAAAAQIYo0YGcekzP0BEAAADQTqWhAxSjX39mik4a0iN0DAAAALQTI9EB9KgqV6dylrcDAAAoVJToHBnco1PoCAAAAMgRSnSOvP/EgaEjAAAAIEco0TnSu3N5m/u6VDIVHQAAoJBRonPk46cOa3X7Fy8crcE9qvKcBgAAAFGiROdIZVlC5aWH//Fec86oAGkAAAAQJUp0Dh3Xv0voCAAAAMgBSnQezZt9RugIAAAAiAAlOk++d8mJOnFw99AxAAAAEAFKdA6N6F0tSZp9zrH6yKQhgdMAAAAgKpToHPrK+8dJEk8nBAAA6GCyKtFmdomZLTezJjOrOcJx08zsFTNbbWZzmm3vaWZPmNmq1Nce2eSJmy6VZaEjAAAAIAeyHYleJunDkp5u6wAzS0j6saTpksZJuszMxqV2z5H0lLuPkvRU6j0AAAAQa1mVaHdf4e6vHOWwyZJWu/sad6+TdK+kmal9MyXdlXp9l6SLs8kTVycN6R46AgAAACKUjznRgyS92ez9+tQ2Sern7hslKfW1bx7y5E1ZwvSvl0zQaSN7hY4CAACACJUe7QAze1JS/1Z2Xe/uD6VxDWtlm6dxXsscsyTNSr3dZWZHGwHPhd6StgS4Lo6M70v88D2JJ74v8cP3JJ74vsRPyO/JsNY2HrVEu/t5WV54vaTm67sNlrQh9fodMxvg7hvNbICkTUfIMVfS3CyzZMXMat29zRsoEQbfl/jhexJPfF/ih+9JPPF9iZ84fk/yMZ1jkaRRZjbCzMolXSppXmrfPElXpl5fKSmdkW0AAAAgqGyXuPuQma2XdJqkR8xsQWr7QDObL0nu3iBptqQFklZIus/dl6c+4hZJ55vZKknnp94DAAAAsXbU6RxH4u4PSnqwle0bJM1o9n6+pPmtHLdV0tRsMuRZ0OkkaBPfl/jhexJPfF/ih+9JPPF9iZ/YfU/MPeN7/AAAAICixmO/AQAAgAxRotPU1qPLEY6Z3Wlmm8xsWegsSDKzIWb2OzNbYWbLzezzoTMVOzOrNLM/m9mS1Pfk66EzIcnMEmb2opk9HDoLksxsrZktNbOXzKw2dB4kmVl3M/sfM1uZ+v/LaaEzSUznSEvq0eWvKnnz43olVxy5zN1fDhqsyJnZWZJ2SfqFu48PnQdSaqnKAe7+gpl1kbRY0sX8uxKOmZmkanffZWZlkp6R9Hl3Xxg4WtEzsy9IqpHU1d3fHzoPkiVaUo27s0Z0jJjZXZL+6O63p1Z6q3L39wLHYiQ6TUd6dDkCcfenJW0LnQN/5e4b3f2F1OudSq7IM+jIZyGXPGlX6m1Z6hejJ4GZ2WBJF0m6PXQWIM7MrKuksyTdIUnuXheHAi1RotN1pEeXA2iFmQ2XdJKk5wNHKXqpaQMvKflAqyfcne9JeP8u6V8kNQXOgUO5pMfNbHHqSckI7xhJmyX9LDX96XYzqw4dSqJEpyuSR5cDxcLMOku6X9I/uPuO0HmKnbs3uvtEJZ8YO9nMmP4UkJm9X9Imd18cOgsOc4a7nyxpuqRrUtMGEVappJMl/dTdT5K0W1Is7k2jRKfnSI8uB9BMat7t/ZJ+5e4PhM6Dv0r9CPT3kqaFTVL0zpD0wdT823slnWtmvwwbCdLB51zI3Tcp+RyMyWETQckOtr7ZT9D+R8lSHRwlOj1HenQ5gJTUTWx3SFrh7v8WOg8kM+tjZt1TrztJOk/SyqChipy7f9ndB7v7cCX/f/K/7v7xwLGKnplVp26IVmq6wAWSWP0pMHd/W9KbZjYmtWmqpFjcrJ7VEwuLhbs3mNmBR5cnJN3Z7NHlCMTM7pF0tqTeqcfPf83d7wibquidIekTkpam5uBK0nWpp5YijAGS7kqtMlQi6T53Z0k14HD9JD2YHAtQqaRfu/tjYSMh5e8l/So1kLlG0icD55HEEncAAABAxpjOAQAAAGSIEg0AAABkiBINAAAAZIgSDQAAAGSIEg0AAABkiBINAAXIzHqZ2UupX2+b2Vup17vM7Ceh8wFAR8cSdwBQ4MzsRkm73P17obMAQLFgJBoAOhAzO9vMHk69vtHM7jKzx81srZl92My+Y2ZLzeyx1CPaZWaTzOwPZrbYzBaY2YCwvwsAiD9KNAB0bCMlXSRppqRfSvqdu58gaa+ki1JF+keSPuLukyTdKenmUGEBoFDw2G8A6Ngedfd6M1sqKSHpwGOMl0oaLmmMpPGSnkg97jghaWOAnABQUCjRANCx7Zckd28ys3r/640wTUr+P8AkLXf300IFBIBCxHQOAChur0jqY2anSZKZlZnZ8YEzAUDsUaIBoIi5e52kj0j6f2a2RNJLkk4PGgoACgBL3AEAAAAZYiQaAAAAyBAlGgAAAMgQJRoAAADIECUaAAAAyBAlGgAAAMgQJRoAAADIECUaAAAAyBAlGgAAAMjQ/wcIyg31qYiBvQAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" } ], "source": [ "X = makeSignal( makeSpectrum( 'bell', 1036.5), 1.0, 6 )\n", "X = applyTremolo( applyADSR(percussion_envelope,X), 2,0.2)\n", "displaySignal(X)\n", "Audio(X,rate=SR)" ] }, { "attachments": { "Screen%20Shot%202020-06-05%20at%203.42.45%20PM.png": { "image/png": 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" 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" } }, "cell_type": "markdown", "metadata": {}, "source": [ "### Problem 6: Amplitude Shaping with Sliding Window Analysis\n", "\n", "We have one more possibility to explore with shaping the amplitude envelope of a signal, which is\n", "to measure the actual amplitude envelope of a real signal, and then use the natural shape of the\n", "note to shape other (perhaps synthesized) signals. \n", "\n", "In order to do this, we need to think about how to actually measure the amplitude in small segments regularly spaced across the signal. \n", "\n", "To analyze a (large) signal with $N$ samples, we usually measure a small \"window\" of the signal, \n", "perhaps 1000 to 10,000 samples (or about 20 - 200 milliseconds), to extract some useful measure\n", "of a continuously-varying quantity or quantities. Next week we will use this to extract spectra from\n", "musical signals, but for now we will warm up with analyzing the amplitude envelope of a signal. \n", "\n", "### Sliding Window Analysis\n", "\n", "In this form of signal analysis, we define two pointers to indices in the signal, delimiting a window of size $(hi - lo)$ samples, that is:\n", "\n", "![Screen%20Shot%202020-06-05%20at%204.00.05%20PM.png](attachment:Screen%20Shot%202020-06-05%20at%204.00.05%20PM.png)\n", "\n", "\n", "We will *slide* this window across the signal, moving it forward by a percentage of the window size each time; he is an example of a window size of 4410 samples (0.1 sec), moving forward by 50%, so that the next window overlaps the old by 50%:\n", "\n", "![Screen%20Shot%202020-06-05%20at%203.42.45%20PM.png](attachment:Screen%20Shot%202020-06-05%20at%203.42.45%20PM.png)\n", "\n", "\n", "Windows do not *have* to overlap at all, for example we could set the overlap to 0.0:\n", "\n", "![Screen%20Shot%202020-06-05%20at%203.44.12%20PM.png](attachment:Screen%20Shot%202020-06-05%20at%203.44.12%20PM.png)\n", "\n", "Typically, however, we overlap between 20% and 50% (50% is a typical overlap for the Fourier Transform, as we shall see in the next part of the course). The reason we use a non-zero overlap is similar to the use of the *weighted moving average* we discussed last week: we do not want sharp edges or discontinuities in our envelope, so the overlap *smoothes* the transitions. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part A: Creating amplitude envelopes with sliding windows\n", "\n", "Complete the template below to extract a sequence of amplitude numbers (in the range [0..1]) measuring the maximum amplitude in each window as it slides across the signal. From this, you must create an envelope the same length\n", "as X which can be applied to signal of constant amplitude 1.0 (created by `makeSignal`) which will then have the same amplitude envelope as X. \n", "\n", "At the end of the signal, the last couple of windows may not be complete (if the N/window_size is not an integer, and depending on the overlap), but you should still take the maximum of each and add it to the plot. (Usually, we will pick the overlap and window size so that this will not happen.)\n", "\n", "You may take the maximum of the absolute values of the amplitudes if you wish, but the difference will not\n", "be noticable. \n" ] }, { "cell_type": "code", "execution_count": 59, "metadata": {}, "outputs": [], "source": [ "\n", "def getAmplitudeEnvelope(X, window_size=441, overlap=0.5):\n", " E = np.zeros(len(X))\n", " skip = int((1-overlap)*window_size) \n", " for k in range(len(X)):\n", " if( k % window_size == 0): # beginning of a new window, calculate max in this window\n", " m = max(X[k:(k+window_size)])\n", " E[k] = m\n", " return E \n", "\n" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "[0.70009655 0.70009655 0.70009655 ... 0.03976445 0.03976445 0.03976445]\n" ] } ], "source": [ "X, sr = librosa.load('SteelString.wav')\n", "A = getAmplitudeEnvelope( X )\n", "\n", "plt.figure(figsize=(12,6))\n", "plt.plot(A)\n", "plt.show()\n", "\n", "print(A)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part B\n", "\n", "Create an amplitude envelope from the `SteelString.wav` signal, then then \"fill\" it with a signal from the `steelstring` spectrum (as defined above). The frequency should be 220 Hz. \n", "\n", "Listen to both and compare!" ] }, { "cell_type": "code", "execution_count": 61, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" } ], "source": [ "A = getAmplitudeEnvelope( X )\n", "S = makeSpectrum('steelstring',220)\n", "X1 = makeSignal(S,duration=len(X)/SR)\n", "X2 = A * X1\n", "\n", "displaySignal(X2)\n", "Audio(X2,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part C\n", "\n", "Do the same for the `realClarinet440.wav` signal. The frequency should be 440 Hz. Listen to both!" ] }, { "cell_type": "code", "execution_count": 64, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/html": [ "\n", " \n", " " ], "text/plain": [ "" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ "A = getAmplitudeEnvelope( X )\n", "X1 = makeSignal(makeSpectrum('clarinet',440),duration=len(X)/SR)\n", "X2 = A * X1\n", "\n", "displaySignal(X2)\n", "Audio(X2,rate=SR)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Part D\n", "\n", "Do the same for the `bell.wav` signal. The frequency should be 8820 Hz. " ] }, { "cell_type": "code", "execution_count": 66, "metadata": {}, "outputs": [ { "data": { "image/png": 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E0l2SpkoaL+kKMxvfptlqSWe4+9GSvitpZpvzZ7n7Me5emWg9yBy/fG5V2CUAAACkRDJGok+QtMLdV7l7vaQ/S5rWuoG7v+Tu26JvX5E0JAn9IsPd/vTysEsAAABIiWSE6MGS3mv1vip6rD2fk/R4q/cu6UkzW2Bm09u7yMymm9l8M5tfXV2dUMFIn/e21oZdAgAAQNIlI0THesQt5oxdMztLLSH6hlaHT3X349QyHeQ6Mzs91rXuPtPdK929sry8PNGakSarNu8OuwQAAICkS0aIrpI0tNX7IZLWt21kZkdL+rWkae6+Zd9xd18f/XWTpIfUMj0EOWLxuh1qas7wpyABAAACSkaInidpjJmNNLNiSZdLmtW6gZkNk/SgpE+5+zutjnczs+77Xks6T9LiJNSEDPHDOcs0b83WpNyroalZazbvlrursan5gHPurr2NTUnpBwAAoCOFid7A3RvN7HpJcyRFJN3j7kvM7Nro+bsl3SSpr6SfW8sCx43RlTgGSHooeqxQ0p/c/YlEa0Jm2dOQWLh9eeUWLVq3XeXdS/TVv7yhq08bqTfX7dD/XHqUPvqLl3XM0F6aPKaf7nlhtZ6/4WyZpIICFtIGAACpY57pCw7HUFlZ6fPnZ8aS0r9/eY2+99hS7W1s7rhxnvrocUP0449P7LhhKzvqGrRuW53eqNqubzy4qMP2x4/orXlrtumkkX30yuqtWn7LVNXsaVTvbsWdLRsAAEBmtiDWMswJj0QjXKb4tuEOU2dW6LjrmRWaOTf+dabnrWlZQfGV1S1TRz577zy9tHKzVn3/wsB9AwAAdIRtv7NcpgdoSSouDP4x21yzN6E+X1ixWc0u/cdfX0/oPgAAALEQopFyhZH45yfPWfK+Rn9zth5cuC4pfT+4cJ1GzHhMb1ZtT8r9AAAAJEI00uDZZfFvjvP53y9IyZJ4F9/5YtLvCQAA8hchGmkxv4Nl7lZs2qU5S95PaQ1vVm0/aGk8AACAziBEIy0uu/tlba+tb/f8rY+/rc//fkFKa7j4zhd12I2Pd9wQAACgA4RopI3F3CFeevv9nXpq6aa01dHY1Kx6liQEAAAJIEQjfdp5vvC2J5altYzDbnxcU2+fm9Y+AQBAbiFEI21+/uwK1dY3HnR86+72p3mkysrq3WnvEwAA5A5CdJ6xEHfD/uVzqzT+pjkHHNu5p0Gvv7c9lHr+tqAqlH4BAED2Y8fCPJNJu7zf9cwK3f3cytD6//r/vaEddQ363GkjQ6sBAABkJ0I0QnHLY2/pV8+vDrsMfffRtzS4V6nOP6oi7FIAAEAWYToH0i5TAvQ+1/5hYVr7c3d5Jv1IAAAABMZINNIukwL0PvPXbFXliD4p7eM3L6xWc7PrltlLJUnD+3bV2i21uvq0kfr1C6v1+8+doIiZjhveW6VFkZTWAgAAEkOIBtSyGcynTx6u/552VFLvW9/YrE/95lW9uvrgHRvXbqmVJP36hZZ/VHzqN6/tP/f360/TYf3L1KWYMA0AQCZiOgeyXusVRxJZfOR3L69N2iYsjU3NWvjuNo391uMxA3RHPnznCxp30xNavG6H3ttam5SaAABA8jASjazXenpxojONH1xYpYlDe2lcRY9O36OxqTlp24tfdMcLkqQn/n2yjhjY+ZoAAEByEaITVL1rr5p5SCylTImH43jNeHCRJGnNrRd26vrpv5+vJ5dsTGZJkqTzf/q8JOmG8w/XNZNHqTDCD5EAAAgT/ydOUJfiQjU3E6JTKYzf3REzHgt8zQ/nvJ2SAN3aD55YpsNufDzmzo8AACB9CNE5LMTNCXPC+u11cbX71dyVGjHjMd31TPo2jhl/0xyt2LQraXO429q3BN++5fhWbKrR+u11LM0HAEAU0zlyGHEnMafc+k9J0urvXyBrZ7/0xqZm3TL77XSWtd+5/ztXkvTGTeeppKgg4WXxXlu9VX98da1G9SvTT556RyP6dtWaLbEfavyvi8Zr7Zbd+taF4yVJxYX8exwAkF8I0Ui5dM5pDiLeuu785wp96ZwxBxzbUrNXNzzwpp5auikltQUx8b+flCTN/vJkjR8U/8OHzc2uucur9Zl758U8316Allp2epRaVjTZ57bLjlZFz1JNHlMedw0AAGQry8Yfz1ZWVvr8+fPDLkOS9ItnV+pHc95WU/b9NqITrjtrtE4a1feANZ0zSZeiiJ75+pka2LM05vna+kat3VKrqbc/n9I6Pn/GKE2fPEp9y0pS2g8AAKlmZgvcvfKg44ToxBCi45Opo9G57BOVQ7Vp1x594vhhGjugTGf/+LlQ6jjz8HL9+tOVrCgCAMhK7YVopnMgLQjQ6feX+e9Jkp5ZVh1qHc8uq96/bvas60/VUYN6qqCAx14BANmNEA2k2b5R+Xwcnb/4zhf3v/7MKSNUVlKoa04fpZ5dikKsCgCA4AjRQJp5m1/z1W9fWiNJuvOZFZKkksIC3fvZ49WnW7FG9uum4kiB3KWCAtOOugatqq7R8L7dtLexSRt37lWvLkX65dyVKi8r0b/e264rTximBxZWaWS/bvrE8cO0o65Bk4b31q+fX6XLTximuvomlXdnjjYAIDkI0QAywt7GZl35q1c7ff3zyzfvf/2r51cfcO57jy3d/7pX1yJtr23Q16aM1YQhPTWuoofKy0pkpnaXMgQAoC1CNNImm6YvmEmdfeY2kWuRettrGyRJP/7HO+22eeALp6h6114dPrC7BvQo0Zaaeg3t0zVdJQIAsgAhGmnTNldmcqhOJASnIkBn8u9VLvroL15q99yo8m76eOVQjelfptfWbNW4gT00dkB3lZUUqmZvo8YMKNOehiat2FSjbiWF2tPQpKUbdmr+mm069bB+uvOZFdq2u16H9S9TfVOz/vXu9vR9Yxnmfz8+UQ+/vl57G5r0yZOG6w8vr9UXzhqtz947T49+6TRV9CzV2q21GtSzi3buaVBFz1LtaWhWpMDU2Nwc/QnCBz89aG72Ax5adXd+ugAgZVjiLkEscYd0KzCpuc3nLejod6x7pFo+P1AJTBjcU4vW7VCP0kLt3NOoyyYN0d8WVEmSvnjmaL28aouuOH6Y7nt5jZas36njhvVSl+KIfvyxY7Sttl4bdtSpd9didS8tVI/SIlVtr9OIvt30/o49Gj+oh/b9v5x/NADJl9J1os3sfEm3S4pI+rW739rmvEXPXyCpVtJn3H1hPNfGQogGMkO6A3EY4R/IJ9/+8HhJ0tottbrw6AoN79tVm3fVa1xFd9U3NauxyRUpMJUWRUKuNPn2NjapOFKgZpd27WmQmakoYtpW26DmZtfgXl20fkedJKl312It27hLhw/oLknaXd+oLTX1cpf+8dZGFUZM/++k4XpgQZV6dCnSnCXv6+KJg/TI6+t0/lEV6t+9RFt318tMWrh2m2r2NunoIT31ZtUObdq1R726Fuvzp4/S7r2NqtpWpzEDyvT+jj16eukmXT15pIoiBdqye68mDe+j5mbf/0zHzj0N6lHastrRzj0N2rRzjw7r3z2039NckbIQbWYRSe9ImiKpStI8SVe4+1ut2lwg6UtqCdEnSrrd3U+M59pYMilE3/H0cv30qXcI0QAAxGHymH7q1bVY/3bqCD24cJ1KCgu0bOMulXcv0Qkj+mj99joVRgp07LBeWrh2u7bX1eveF9eoR2mhfvzxY/TdR9/S1ZNH6qZHlqhnlyLtqGvQiL5d1a2kUEvW7wz728sJw/t2VXGkQBcdPUg1ext0wYQKFUUKNKR3F63bXqfyshKVdy/Z/xPQXF/7P5Uh+mRJN7v7h6LvvyFJ7v79Vm1+KelZd78/+n6ZpDMljejo2lgyKUSPmPFY2CUAAADktL9de7IqR/QJpe9U7lg4WNJ7rd5XqWW0uaM2g+O8NiPsqGvQxO88GXYZAAAAeeeyu1/WmlsvDLuMAyQjRMcaw4+1EEOsNvFc23IDs+mSpkvSsGHDgtSXFD1KC7X2BxelvV8AAABIujWz5s4mI0RXSRra6v0QSevjbFMcx7WSJHefKWmm1DKdI7GSgzMzxZr6cvnMl/Xq6q2sCwxkmVgPRbJyCAAE17NLkUb066bzxg/Qyk01WlFdo1sumaDtdfXqV1ai0eVlWrNlt4b16aqiSIHcXXsam1VWcmAMzbZlKZMRoudJGmNmIyWtk3S5pCvbtJkl6Xoz+7NapmvscPcNZlYdx7UZ7Yyx/TVv9VY1hV0I0ibfgtb+pelaLaOXab8HnaknVvtM+p6ATFYUMRVHCvSti8arrr5JW3bv1SdPHK4+3YrlLnUpjqip2VXX0KSykkK5uxqaXMWFBWmpr7a+UQ1NLnfXttoGdS2OaPnGGo0dUKYXV27WgrXbdMTAHlqxqUa/fWlNWmpKp35lJdpcs1eSNP9b56p312Jtq63X9tp6jexXpoLoah7NzS6XFEnDg4FjB7ReJcRUFjn4s5BNAVpKQoh290Yzu17SHLUsU3ePuy8xs2uj5++WNFstK3OsUMsSd5891LWJ1gSkUiYGrVSG2n33bf3Tlo766miUN9n1ZuKfCRCGIwZ2V/8epaoc3luvrd6qEf266sNHD9KEIT21bludenYpUv8epftH/Nxd63fs0eBeXZJeS6TA9o80mpmKC9MXkLoWfxBvenUtliQN6FEqSbr02CG69Ngh+8/ffPGRaasrTP3KStSvrOSAY7m+qkaqJWXHQnefrZag3PrY3a1eu6Tr4r0W+YE1fxO3L4wm+7cxyMYosdp0NMrLHzuSrV9ZsTbX1GtUv24qjJjGV/TQw6+vV/fSQt115XG676U1mjqhQl2KIiotKlBjs2tHXYMqh/fWy6u2aEz/7hpd3k31TS07IT6zrFp9uhXryEE9ZCYt31ijAjP16FKoAT1KVRQdRZv7TrUmj+mn3fVNB/1ouiPursZm33+vVBvTaiRw34ifmaUkQAP5gG2/ERoCdOJSPvocYg2Zom+3Yo0d0F13XHmsykoKE95kwt1V39SsksID77O3sWVS2Oaaeg3sUar6xub9Ya8oUqDmZteqzS1zCuev3arK4X309vs7NWFwT+1tbJYklRZF9v94dk9Dk8ykuvombaut3x/8IgWmf727XZXDe2t3faM219Rr0849cknba+t193OrdMcVx+pvC6o0flAP/eGVtRrVr5smjeijV1Zt0ccrh2rOkvdV0bNUQ3t31SOvr9NJo/pq155GTZ0wUKuqd2vr7npdcuzgg77vfSOf6fqR7U8vP3b/69PHlrfbblR52UHHpowfcMD7owb3jHntvvsGDdCS9m/mASA7se13gtixEMh+E4f20oTBPfTdaUdJyr55eQCA1EnlOtEA2tH6YTwE84nKodpWW6+iSIFeWrlZ22obAt9jdHk3razerYsnDtKidTv03WlH6dTD+mpPQ7O6FOfetsUAgPQhROeYTFs1IdskO/Rm6moWmeTGC8bpM6eOSNu8UEkEaABAwgjROYaglphUjRrz5/KBU0b31Y8/PlEVPbuoqdnTsrQSAADJRohGWjASm9+mjB+gr5wz5qCHswjQAIBsRYhGWmRygM7FgH//NSfppFF9DnhAbsn6HfrDK+/q/tfeTUsNFx1doY8cN1hnHzGg48YAAGQZQjTyXjwB+sUZZ6uuvkmH9W9ZCmvcfz2huobM26dy+S1T251bfOSgnvr+Rybo+x+ZoD0NTXr0zQ36zt+XaNeexqTWsOp/LmABfwBAziNE57ggm2Ygtne+N/WgrWqXfvd81dY36p2NNbrkrhdDqqzFlPEDNLR3V9304fFxX1NaFNFlk4bosklDtLexSWu31Oq8n8wN3Pd3Lj5Sv3h2pW677OhDrsMLAECuIUTnuCCbZuBARw7qoT9dfdJBAXqfrsWFOmZor/QW1cbnzxilb0wdl9A9SgojGjugu9bceuH+Y4+9uUFnH9Ff97/2rgb37qL/enixzj6iv44c3FMbd+zR1z90+P62V50yIqH+AQDIRoRooB2PfXlyXO1Wf/8Cbdldr8rvPZXiij5wyTGDDtiNLdkuPLpCkvRvp42UJH3oyIEp6wsAgGyUvoVZc1RTc3PL4sLIKf/82hlxtzUz9Ssr0bLvnZ/Cij7w008ck9IADQAAOsZIdIIKCkyFBaamZiZMpEq653OPG9hdo8rLAl9XUhjRs18/UzvqGjQtyfOkR/XrpmnHDNb1Zx/GsnAAAGQAQnSCupfwW5hqQQL0vh0HOxu8l3znQ+qWwJ/piH7dJLXswnfL7KWdvk9rx4/orf+79pSk3AsAACQHCRApkY7R41h97NtxsPXxIFt5JxKgW7vm9FG65vRR+tOr7+qbDy3q1D1u/cgEXX7CsKTUAwAAkosQjZRIx/SLePuIN0C/cdN5na6lPVeeOEwXHzNI1bv26qwfPRvXNV89d6y+cu6YpNcCAACShxANSAcs75ZsZSWFKisp3N/HG+9t11sbdmrK+AHaUlOvYX26qtk9aaPgAAAg9VidA2m3/Jap6tOtOOwyQjNxaC9dccIw9Ssr0eEDu6tLcYQADQBAliFEI+2KIgV6/CvxrcGcDqkchQYAALmJEI1QDOhRquW3TNX915wUWg0j+nYlQAMAgE4hRCOt7rjig01CiiIFOnl039BqeTTOHQkBAADaIkQjbV795jn68MRBBx2fPKZfCNW0PPAHAADQGaQIpE1pUSTm8ZNH99XzyzenrY6/TD9JTfGuewcAABADI9F5KKxNo5vb2Rr9C2eM1smj0jet48RRfXXK6HBGvwEAQG5gJDoPhTEGO6R3F3UtiT0SbWY6Z1x/NTW7XluzNWU1dC8t1PVnHZay+wMAgPxBiEZavHDD2Yc8f/XkUfrcaSM18huzU1bDops/lLJ7AwCA/MJ0DqTcmYeXx9XOzHTcsF4pqeFzp41MyX0BAEB+YiQaGeWvnz9Z72ys0TcefFNvVO1Iyj3fuOk89exalJR7AQAASIxEIw1q9zbF3bYwUqDxg3podP+ypPT92o3nEKABAEDSMRKNlCvoxD/VPjZpqBqbXLPeWN+pPp/6jzP0r3e3qX/30k5dDwAAcCiMRCPlPjZpaOBrTh7dVz+74lgtuvk8nTuuvyTpC2eOliRVDu8tSZox9Yj97S8/vqWPR647VY99+TQd1r9MH6sM3i8AAEA8GIlGyvXrXtLpa7uXFunu/zdJjc2uTTv3qrDANO2YQdpcU6/jR/TRpccOVpfiiHbtadS54wZo4tBeySscAACgHQmFaDPrI+kvkkZIWiPp4+6+rU2boZJ+J2mgpGZJM9399ui5myVdI6k62vyb7p66Nc6QdhU9S3XEwO4J3aMwUqDCiDSsb1d97bzDJUmHtQxOa0CPlukaPUqLNLhXl4T6AQAAiFei0zlmSHra3cdIejr6vq1GSV9z93GSTpJ0nZmNb3X+J+5+TPSLAJ1jbv3o0fuDLgAAQK5INERPk3Rf9PV9ki5p28DdN7j7wujrXZKWShqcYL/IEqWFTLsHAAC5J9GEM8DdN0gtYVlS/0M1NrMRko6V9Gqrw9eb2Ztmdo+Z9T7EtdPNbL6Zza+urm6vGTJM5Yg+YZcAAACQdB2GaDN7yswWx/iaFqQjMyuT9ICkf3f3ndHDv5A0WtIxkjZI+nF717v7THevdPfK8vL4dsBDuMb0L1OkwMIuAwAAIOk6fLDQ3c9t75yZbTSzCnffYGYVkja1065ILQH6j+7+YKt7b2zV5leSHg1SPDLbnVceF3YJAAAAKZHodI5Zkq6Kvr5K0iNtG5iZSfqNpKXu/r9tzlW0enuppMUJ1oMMMbq8m8YOSM6ugwAAAJkm0RB9q6QpZrZc0pToe5nZIDPbt9LGqZI+JelsM3s9+nVB9NxtZrbIzN6UdJakryZYDzLE6WPL1fLvJwAAgNyT0DrR7r5F0jkxjq+XdEH09QuSYqYpd/9UIv0jPqVFBdrT0JzWPgeyrB0AAMhhrD+WB7545mFp7/PS41jFEAAA5C62/c5xXz9vrHp3K057vxGmcgAAgBzGSHSOu/7sMSqKxPfHnMzcW8wmKwAAIIeRdHLU2Ud8sO/NhRMq9NVzx3Z4jXvy+u9eWpS8mwEAAGQYQnSOuuH8I/T4VyZLkrqVFGrqhIGSpDuvPDblfaejDwAAgDAxJzpH9e5apP6tVsgY079ML9xwlroWp/aPvKykUBcdPSilfQAAAISNkeg8YWYa0rtryvv572lHprwPAACAsBGic1S3En7IAAAAkCqE6Bz09+tPI0QDAACkECEaAAAACIgQjaRK9YOLAAAAmYAQnYPGDChr95wnczHoGEqL+EgBAIDcR+LJMY9/ZbJKiyLtnu/VtVhfOvuwlPVfxlxsAACQBwjROWZgq7WhY4kUmK5PUYh++LpTNWl475TcGwAAIJMQopEURRHThME9ZWZhlwIAAJByhOg8VJCCoPuls8coUkCABgAA+YEQnYeKIgW6bNKQpN7z6CE9k3o/AACATMZTYHkqmYPGC751rvqWlSTvhgAAABmOkeg8VVLY/goeQRGgAQBAviFE55h4pztPGMz0CwAAgM4iROeYeHcMvPDoCn313LGSpIuOrkhlSQAAADmHEJ2nupUU6pxx/SVJd155XMjVAAAAZBdCdB4bV9FDf7r6xLDLAAAAyDqE6DwWKTCdcli/hO5x72ePT1I1AAAA2YMQnSUycRuTPt2KNapft7DLAAAASDtCdJbwONocPaSnCju5APS3LhwX+JqHv3iqhvclRAMAgPxDiM4hs64/TQWdDNFXTx4V+JqiwkwcHwcAAEg9QjQ6rTjCxwcAAOQnUlCSZfPY7CPXnRpXu+OG9UptIQAAABmOEJ1k8cxdzgZTjxrY7rnJY8rTWAkAAEDmiW97OxzS3sZmmXInQEvSz644VmNufPyg43P/8yxV9CqV5OrZpSj9hQEAAGQAQnSShB2gTxrVJ+F7lHcvUaTA1NTs7U5LGda3qyTpq1MOT7g/AACAbJVQiDazPpL+ImmEpDWSPu7u22K0WyNpl6QmSY3uXhnkenRsZBLWax7Uq4tW/s8FamhqVmGMhwYvPXZwwn0AAADkgkTnRM+Q9LS7j5H0dPR9e85y92P2BehOXI80KWoVoH/0sYmSpNe+eY5+8oljQqoIAAAgsyQaoqdJui/6+j5Jl6T5ekQVpWi5uX5lxZKk3t2KU3J/AACAbJTonOgB7r5Bktx9g5n1b6edS3rSzFzSL919ZsDrZWbTJU2XpGHDhiVYdu65eOKgpN9z2ffOl3vLknYRy+bF+wAAAJKrwxBtZk9JirXe2Y0B+jnV3ddHQ/I/zOxtd58b4HpFg/dMSaqsrAz7Ob6Mc+yw3km/Z0lhRJL04BfjWz8aAAAgX3QYot393PbOmdlGM6uIjiJXSNrUzj3WR3/dZGYPSTpB0lxJcV2PQ+teWqhIJ7f7BgAAQHCJTqSdJemq6OurJD3StoGZdTOz7vteSzpP0uJ4r0fHCphqAQAAkFaJhuhbJU0xs+WSpkTfy8wGmdnsaJsBkl4wszckvSbpMXd/4lDXI5j+3UvCLgEAACCvJPRgobtvkXROjOPrJV0Qfb1K0sQg1yOY4kJ2bwcAAEgn0lcOSNXydgAAAIiN9JUD/uuicWGXAAAAkFcI0Tlg0vA+YZcAAACQVwjRAAAAQECEaAAAACAgQnSWG9O/LOwSAAAA8g4hOstNHNor7BIAAADyDiE6yxVF2K0QAAAg3QjRAAAAQECE6Cx3/lEVYZcAAACQdwjRGcYCzs44Y2x5agoBAABAuwjRGcY97AoAAADQEUI0AAAAEBAhGgAAAAiIEA0AAAAERIgGAAAAAiJEAwAAAAERogEAAICACNEAAABAQIRoAAAAICBCNAAAABAQIRoAAAAIiBANAAAABESIzmIlhfzxAQAAhIEUlsVeu/HcsEsAAADIS4ToLNazS1HYJQAAAOQlQjQAAAAQECE6QQ+/vj7sEgAAAJBmhOgELVi7LeF7mCWhEAAAAKQNIToDuIddAQAAAIIgRAMAAAABEaIBAACAgBIK0WbWx8z+YWbLo7/2jtHmcDN7vdXXTjP79+i5m81sXatzFyRSDwAAAJAOiY5Ez5D0tLuPkfR09P0B3H2Zux/j7sdImiSpVtJDrZr8ZN95d5+dYD0AAABAyiUaoqdJui/6+j5Jl3TQ/hxJK919bYL9AgAAAKFJNEQPcPcNkhT9tX8H7S+XdH+bY9eb2Ztmdk+s6SD7mNl0M5tvZvOrq6sTqxoAAABIQIch2syeMrPFMb6mBenIzIolXSzp/1od/oWk0ZKOkbRB0o/bu97dZ7p7pbtXlpeXB+k6J933byeEXQIAAEDeKuyogbuf2945M9toZhXuvsHMKiRtOsStpkpa6O4bW917/2sz+5WkR+MrG2eM5R8SAAAAYUl0OscsSVdFX18l6ZFDtL1CbaZyRIP3PpdKWpxgPQAAAEDKJRqib5U0xcyWS5oSfS8zG2Rm+1faMLOu0fMPtrn+NjNbZGZvSjpL0lcTrAcAAABIuQ6ncxyKu29Ry4obbY+vl3RBq/e1kvrGaPepRPoHAAAAwsCOhQAAAEBAhGgAAAAgIEI0AAAAEBAhGgAAAAiIEA0AAAAERIgGAAAAAiJEAwAAAAERogEAAICACNEAAABAQIRoAAAAICBCNAAAABAQIRoAAAAIiBANAAAABESIzkL/ce7YsEsAAADIa4ToLPTlc8eEXQIAAEBeI0QDAAAAARGiAQAAgIAI0Qka3KtL2CUAAAAgzQjRCaoc0TvsEgAAAJBmhGgAAAAgIEI0AAAAEBAhGgAAAAiIEJ1FvnXhOJUU8kcGAAAQtsKwC0B87vlMpc4Y218fqxwadikAAAB5jxCdJc4+YoAkqWeXopArAQAAAHMDAAAAgIAI0QAAAEBAhGgAAAAgIEJ0gpo97AoAAACQboToBJWy5BwAAEDeIQEmqDDCbyEAAEC+SSgBmtnHzGyJmTWbWeUh2p1vZsvMbIWZzWh1vI+Z/cPMlkd/7Z1IPQAAAEA6JDqMuljSRyTNba+BmUUk3SVpqqTxkq4ws/HR0zMkPe3uYyQ9HX0PAAAAZLSEQrS7L3X3ZR00O0HSCndf5e71kv4saVr03DRJ90Vf3yfpkkTqAQAAANIhHRN6B0t6r9X7qugxSRrg7hskKfpr/zTUAwAAACSkw22/zewpSQNjnLrR3R+Jow+LcSzwwnBmNl3S9OjbGjPraAQ8FfpJ2hxCv7IfhNErOim0zwmyCp8TxIPPCTrCZyT1hsc62GGIdvdzE+y4StLQVu+HSFoffb3RzCrcfYOZVUjadIg6ZkqamWAtCTGz+e7e7gOUgMTnBPHhc4J48DlBR/iMhCcd0znmSRpjZiPNrFjS5ZJmRc/NknRV9PVVkuIZ2QYAAABClegSd5eaWZWkkyU9ZmZzoscHmdlsSXL3RknXS5ojaamkv7r7kugtbpU0xcyWS5oSfQ8AAABktA6ncxyKuz8k6aEYx9dLuqDV+9mSZsdot0XSOYnUkGahTidB1uBzgnjwOUE8+JygI3xGQmLugZ/xAwAAAPIae1YDAAAAARGi49Te1uXIXx19JszsTDPbYWavR79uCqNOZBYzu8fMNpnZ4rBrQWbo6DPB3yWIxcyGmtkzZrbUzJaY2VfCrinfMJ0jDtGty99Ry8OPVWpZceQKd38r1MIQmng+E2Z2pqSvu/tFYdSIzGRmp0uqkfQ7dz8q7HoQvo4+E/xdgliiSwNXuPtCM+suaYGkS8gm6cNIdHwOtXU58hOfCXSKu8+VtDXsOpA5+EygM9x9g7svjL7epZYV0AYf+iokEyE6Pofauhz5Kd7PxMlm9oaZPW5mR6anNAA5iL9L0C4zGyHpWEmvhlxKXkloibs8kpSty5FT4vlMLJQ03N1rzOwCSQ9LGpPqwgDkHP4uQbvMrEzSA5L+3d13hl1PPmEkOj6H2roc+anDz4S773T3mujr2ZKKzKxf+koEkAv4uwTtMbMitQToP7r7g2HXk28I0fE51NblyE8dfibMbKCZWfT1CWr5721L2isFkNX4uwSxRD8Tv5G01N3/N+x68hHTOeLg7o1mtm/r8oike1ptXY481N5nwsyujZ6/W9Jlkr5gZo2S6iRd7iyHk/fM7H5JZ0rqZ2ZVkr7t7r8JtyqEKdZnQlKRxN8lOKRTJX1K0iIzez167JvRn1YgDVjiDgAAAAiI6RwAAABAQIRoAAAAICBCNAAAABAQIRoAAAAIiBANAAAABESIBoAsZGZ9zez16Nf7ZrYu+rrGzH4edn0AkOtY4g4AspyZ3Sypxt1/FHYtAJAvGIkGgBxiZmea2aPR1zeb2X1m9qSZrTGzj5jZbWa2yMyeiG4ZLDObZGbPmdkCM5tjZhXhfhcAkPkI0QCQ20ZLulDSNEl/kPSMu09Qy853F0aD9B2SLnP3SZLukXRLWMUCQLZg228AyG2Pu3uDmS1Syxb1T0SPL5I0QtLhko6S9A8zU7TNhhDqBICsQogGgNy2V5LcvdnMGvyDB2Ga1fL/AJO0xN1PDqtAAMhGTOcAgPy2TFK5mZ0sSWZWZGZHhlwTAGQ8QjQA5DF3r5d0maQfmNkbkl6XdEqoRQFAFmCJOwAAACAgRqIBAACAgAjRAAAAQECEaAAAACAgQjQAAAAQECEaAAAACIgQDQAAAAREiAYAAAACIkQDAAAAAf1/thHA3OQ/16cAAAAASUVORK5CYII=\n", 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\n", 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