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@uforange
Last active February 23, 2016 09:12
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# MAT 201A Winter 2016 HW5"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Woohun Joo"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"source": [
"%pylab inline\n",
"rcParams['figure.figsize'] = (10, 4) #wide graphs by default\n",
"from __future__ import print_function\n",
"from __future__ import division\n",
"from scipy.io import wavfile"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3819 -3629 44100\n"
]
},
{
"ename": "NameError",
"evalue": "name 'in_audio1astype' is not defined",
"output_type": "error",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-4-4333d882ba14>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;32mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0min_audio1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0min_audio1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msr1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0min_audio1\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdtype\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 6\u001b[0;31m \u001b[0min_audio1astype\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;31mNameError\u001b[0m: name 'in_audio1astype' is not defined"
]
},
{
"data": {
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YCrW0+g8A84wxd6i6yQAGJMr9ATyj6k8WkQYi0h5ABwAzEsuvq0Wke8L54Ux1DqlkPvgg\nvs3EiZmPRzklXHFFuL4iFjl9Xmr97bfb/XLffefrpk4FZs/OPA4hhBBSKuRtkRORAwGcBuB9EXkP\ndgn1agC3AJgoIgMBLIH1VIUxZp6ITAQwD8B6AION+eUreAiAhwA0AjDFGPN8vvMjxeO99/LvY+NG\n+6pFXKb8r+64JpQ/FrA5XLfdFthzz+i2hBBCSCmTt5AzxvwXQN2Iw7+NOGckgJGB+ncAdMlm3G++\nyXaGpKrIVTS59osWha15um79+uh+dLsNG3y/Tz7J0CWEEEJqFiWb2eGCC6p6BiSObERTKJRI1P41\nvbT6r3/5ctTSKgCceaYv33BD/HwIIYSQUqJkhZxO9E6qP198kX3bE0/MfPzII4E5c9Lrc838cPPN\nwCWXZD8vQgghpLpRsPAjhGTi6afD9bksvzqB9sor9sfVuT60ZW7ChPAYunzbbdYR4vbbk8dZswZo\n2jT7eRFCCCFVBYUcqRSirGRR9SGBl23GhvJyYPvt0/uKc5JwNGsGfPop0K5dduMRQgghVUXJLq2S\n6s/XX8e3OessX9bCyi2d3n+/r+vWLdxHRT1RM533ww8V65MQQgipTEpWyNH7sPpz9tnZt331VeB5\nFWzmoovsq3ZqWboUFSJKsK1cmdzmyisr1j8hhBBSVZSskCOlRVzarMWLw/WpWRtS0XvkMoUkCeFi\n2DlGjUrulxBCCKnuUMiRSuGaa4rT79VX+/J//+vLIQcHLc6WLCmeWJsxI365t317YN684oxPCCGk\n9kAhR0qeTz7J/Zy49GKZ+OEH4KefbHnXXYEpU5KPz58f38fixcDMmba8Zk3F50IIIaR2QyFHagza\nCqaXZHV4kUKk6GrfHjjqKFtesAB46aWK97Vxo/WSTeWRR4A77kivJ4QQQjQUcqTGoEXak0/68j33\n2Ndcl1K//NL2mZp94rvvgA8/9O9D2SkcU6cC110XfdzNadMmG+T6/vuB//3PBiq++OLM8/vss8zH\nCSGE1HxKVshxMzpJJZtnwrXRoi/qvFWr7Ov119vXo46yIs7h4tqJWAuga6/7vuWW6NRgIn7sjRtt\ngOLf/x548MH4a5k3D2jbNnMbQgghNZ+SFXKEpKJFVi5oJwmNE2QffmiF1XPPAe+9Z+uMSY5xd9ZZ\nQIsWNgdstsu3xiSnFYuKu9elS3r2if/9L7sxCCGE1Gwo5EiNQcecCxFK5wVEiyLtxHDVVfZV5/jV\nfX36qS2ffHJyH3GiTgu5OhG/jR984GPsLV4MvPtu5j4JIYTUHijkSK0ntIy5cSNw2WX+/dtv29dc\nnSV0++++AwYODI+dKuRSx3Ex79q3B/bZJ/nYI4+E5/X448C33+Y2X0IIIaUFhRypNYgAt96aXduu\nXX05ZC2ryB7NK6+0+99C/WhrYa7Mnh2uP/FEYOzYivVJistnnwErVlT1LAghNQEKOVKrSM3mkMrj\nj6fXGRMfYiRKhLnzVq8GHngg3Ld71Zklsu0/Dtd/9+6lmz/27LOtIwgA/O1vwBdfpLdZu7Zy5xRH\n3HzatgWOOaZy5kIIqdmUrJCj1yrJBy2MdHqwbGO3ffmlL6c6Ijjuu8+XowSkFnKZeOml5HlGCbuj\njgLWrUvvf+ZMm80iiuefB956K31uBx6YeV6VwQMPAHffbcvnnw/ce2/y8WefBRo1suXych9upli8\n9x4wdGjmNo0axTvfVNQ5hxBCNCUr5AjJh5tv9uXzz/flunWz7yOUBkyXp08PH3cMGOCF1ldf+Xot\n6rQAjBMPgPWsbdgw3FeqWHzkEeDMM225d2/guOOSj2/aBLz+ui2vW2dFUiqLFvk8uhdcAHzzTfwc\nK4KO1Zd6HTqe3hVXAIMHF2cOjr/9Lfn5cdSt651SAODHHzP3w39GCSGFoCBCTkQeEJHlIjJH1bUQ\nkakiskBEXhCRzdWxoSKyUETmi0hPVd9VROaIyEciMqYQcyMkRJTgCHmO6i/cKEtYqD6b5dBFi+xr\n377h4//+d3wfOotFKpmCFd9/PzB+vH+fajXU1sLHHwcOPTS9j44dgfPOs+W77koWr7ny6afR90x/\nBqnXFCWoC8k339h0bJnYtMmnXQP8nF1YmQULgBdfTD9OCCH5UCiL3IMAeqXUXQXgJWPMLgCmARgK\nACKyG4ATAXQG0BvA3SK//Pm9B8AgY0wnAJ1EJLVPQipMNl+cUSFAHC7HaiacOMtm7L33tq9R+VZ1\nfUiwfPKJFVCZ+Otfw3OIu9bUrBNR5Lv3TsRaJDNZ8zJZFvV1xF1TNmy+OXDTTcl1CxdaIRZH6tw+\n+ABo1cqW+/cHevZMPv7GG0CTJmExvn599nMmhNReCiLkjDGvAViZUt0PwLhEeRyAoxPlvgAmGGM2\nGGMWA1gIoLuIbAugmTHG/U/7sDqHkLwphJCLc5YAgBEj7Gsu1qFM1jBHqL/U5dBUjPH7ywArGObN\ns8t+of4WLQLOOSd9DpnuXSaRpVm1KlqsrVyZLlSnTctujFwtcrrfEN9/D7z5pnWqcMvJUc+FSPKe\nxFRroVt2DvVhjI1V+NNP6WL82WeBBg0yz/PttzNbXAkhtYNi7pHbxhizHACMMV8B2CZR3xrA56rd\nskRdawBLVf3SRB0hBSEbC0fIO1ULh6gvdBdnLoq4/VLZCMQ4tDOEQyRZ3LRuDey+O3D11WHRM2mS\nddL48cdki1xFlwFff93HzisrA3baKdwuFH5l7lxfThUs69bZ9t9+G/2ZbNqUft6aNcBhh6W3PfNM\nu0/QIWL3/Lnl5EwCUX92qeM5UQ+k77/U17x+vbV6nnSSfe8CTAPAnXeGvWC7dbN78hYsSG7vWLmS\nDhWE1AYq09mhoDtC5s8fDsD9lBeya1JDWbiwYuc9+aQvR1nItFUmRFxKrSjLSi5WvSivVJ2BwsUu\n05Yi3c613WyzaIvcqFE+VZk7HioDdg+ei533+edWSK1YAZx7bvz1XHhh9PWceqotL18ebZFr1syL\npwMOsONHCdJJk5IdFXS7BQuAa68NjwEATz3lhVRq/1On+vJrryUfS8008sknwMSJ6WNceKHN5rFm\njRXimvXr7d69X//avt+0yS//d+tm07tl4vPPMx8nhFSM8vJyDB8+/JefYlJMIbdcRFoBQGLZ1GWS\nXAZgB9WuTaIuqj7IrrsOhxdyZYWZMSEx5GKZ0l/GWqiF9tlFWeTilg2jxnBosRA195WpmyLUuaHz\nrrzSBkxevTp8HuC9cENzfuMNG0Jk3DhfZ0zm/Yepc9DWuhArViRbQd94I9kRAbAi0FmsXP9a2Ohc\nu9pSm2p9Pf102z+Q2bvWEWUlO+qo9LFT5/vFF8Do0enH3D8So0bZPXeAFfYuTI6+FyL2s3vzTWDH\nHcNzcTz5ZObPmRASpqysrCSFnCR+HJMBDEiU+wN4RtWfLCINRKQ9gA4AZiSWX1eLSPeE88OZ6pw0\n6PFFqoIop4Q4tFALxarTX+7GpAuMVEJ/F3RbtxQXlZdVtw1Z53SbRYui05gByTlpRWx/220HXH55\nsiBJzWTwjPrtNgY4+ODwPNzxSZPS63X/OoRLSHxoy6IxwLbbAi1b2vfuc33/fX9cn6d55530ere8\nm40FNSRYRbzTSGiZuV8/X3799XRR6q73mmvS5/3KK9bC6sQmYMeKclKZNs06aQDA8cfbOH6jRgF/\n+EPm6yKEVA2FCj/yGIDXYT1NPxORswDcDOBwEVkA4LDEexhj5gGYCGAegCkABhvzy5/EIQAeAPAR\ngIXGmOcRAYUcqQr69/flOG9N/WXcS/lfV9QbUQchfu659DG0NchlkXjxxeTlO0c2vz+uTdTynO7D\nOQUYYzMxAMB//+uPh5wcFi60IiOb+axbZ500XFvX/vXX/XXp5c8Qxx8ftjJqj1wtuF2/Ucveut4J\nOWO8s0gUej+b/mzcnDZsSBdN33yTbFl1XrWpgk/PyV2Ly4ShAyWn7nvs2NGLt8MOs+ndHMbYoNfO\n+znEzz8n5yYmhFQehfJaPdUYs70xpqExZkdjzIPGmJXGmN8aY3YxxvQ0xqxS7UcaYzoYYzobY6aq\n+neMMV2MMR2NMRcVYm6EFIvrrst8XO+50mmlcgmRob9sQ96WUUJus83S2w4bFj7XBf3NNHac0NKe\nsTrNmRvD7f3SdR984M+L2qvl9hauWBG+b7//vReOgL+WuHh0+l49+mj63DTZxLbTbV59Nb2tFova\nMunOe+AB319cDlZjvEdrNhbA0NJ6qjhdtCg5i0fqZ6/Hefhh/370aJtqbMEC4C9/sXUbN+bmZNG7\nd7J1lhCSG8zsQEiRyCXosCYXAaXRX846lp370n366XC/IStUaps//jHzeO6aTjkl+fyQFSe07+/I\nI9PbAclOFSHLYhS6jXZWWbbMz80Rlxc1au9elKWufv3043/+sy+7e6WPf/SRf3/QQZnnY0xu/wxo\nIffII35svdQKJC+xb9zorb66jzVrkq3S48fbJW99v8eOtUvWmzZZIe6OLVnirdEffOAtgM8/Dzzx\nhC336mXD1GzaFM4kQghJp2SFHJdWSakSJ0RyEXJRFrkbb8w8XkhM6aVbwIYocaxahTS+/daXK5oR\nIw59TXFOG1H12lt5jz3sqxavUffbjXfaab5OL4uGxjMGqFcv/bi2yDo2bgwL5zhP0k2bcrufuu0/\n/uHLoX2WTmht3BjeC5gaGHr27OQxfv7ZX+tLLyWLw3btvENHly72x/UtAixdar18P/zQevi60C9/\n/avfyzh8eObfiS+/9I4dr73GoMqkdkAhR0glE5d2S+dUzeU5j2ob9aUfipmneeGF9DrtcBAXXy+b\nYLVxgiRk9cuV0BgVtXoOGpT5vJEjw/vwdNlZRlNjC2Y7j/fey+2atADO9p+IDRuS9/3FneeOn3GG\nP2/9emC//ZLbpT5TOjzLgAF+PD3/116zS7XG2Lh8ThxOmuQ9rkWsZXX77X3u5B49vKUvxOLF2WXr\nIKS6U7JCjpBSJTWeWCo6XZO2rIXQX7DZpA+L6yPOIeLjj8PH44RcIS1yURYrPYZ2RAldR1SYEFfW\ny4pRaOtU6L5FjeHi6qXGwHPtowSdsyIuXRq+n9mEPslWOK9f72PwZeMko1PG6baffZZ5PB1/UQtH\nvZTvnFzc3Hr0sCFgjjkmOSOGe/6193JqfMcHH/RzPeCA+Py5hJQCFHKEVGNyCWJ8wgnh+jjrTVTb\nkEVNi5eKWuRySakVssiNH5/5HCB+31s2nqhx9+3FF8N9hMTgU09lng/grUvZzC00xyghV5H7vWlT\nckgVVx8X71AHlc7G6umWoUWS9w7q8Cpz5iTPbe5cu6fQzSd1L6qe44cf2tdjjrH7A114GSBZ5DVu\n7J1mRPzycL55hAmpDEpWyHFplZCKW7qy6SMkHPSXZJSTROj8XMSEXn6LGyOKuL1Rekmton9LorJ1\nuOu+9FJfF+WJGicWl6qkhXEi8/LLw304tAUw6pqdtXP58mRx7sbW/ywsC4Rrr1MnHLYlSpzqtGXZ\n5jnWoVOMAY44wpcB4OWX/Tk332zF2KRJ1qvWjTd3bvI9/PlnH7IHAK64wj4jzZvb92vWWOvfhg12\nv2hcphZCKpOSFXKEkOwIfWk//LAv6y80neUhF4tcCB2UN6rtP/+ZXqc34eswFtnu0wLic9eefnp4\nbnH7+nRbLRYLIagdeu469ltI1GqvXu2FOmNGelstcKKCQGsHFr206q5bbwtw4Ub0GNoil42Qy2X/\nXpTF0T2zUZ+5Fn1OLJaXZ96K8Oij3hq3dKlNk3bBBfb627QBmja1x37+Of3ZfuMNfy3ffuutghq3\nfcIY4LbboudBSDZQyBFSwsTleAXiBZc+fv31mc/TQs7lOwXCX8JRuV/j0H1pj1FN3DXpeWrnEUdU\nho44T9soMXH88b4clz5Mo2PYhdBi8be/TZ+bjmWo56PFQ2iJs2vX8Hg61mDIwhe1L9CV164NW/2y\nWZKN+0xD914vycYJufXrk8fL1qp26aVe+Napk3xe48Z+/K23Bs46yy/7Atb5o3NnP76bY+PGVliv\nW2f3AxpjhaULkD1vnhfmy5ZVfP8rqR1QyBFSwsyaVZg2IeLCYMyf78u5hFTJxeqlidt0r51E4ixy\neg+dDg2IBhNHAAAgAElEQVQSJ+T0GIXY3hGy1kSxfLkvu3hwGp0DNur69R6xENpq57j88vBn9tZb\nvuzuxezZ4UDTcZ95NhbNKCHnLIdR1+zOSxWhbn9enMhct84HYM7Et98CDz2UvNfPPWebNgG77JKc\nhm7JEj/2hg3A/fcDZWX2fa9e1hkDsBbAiy+2Ze1spB1LSO2mXlVPoKJwjxwhhUFb1ipKLkuL2XiE\nxqEDHju0uLnvvsznayHn0l0ByUvL06enn6c34VfG36CovX5xwihqP50Wg45sriM0nl5mDYmh0aMz\nn586h7hnKEpwOQtY1BjuPD2GtgBmE2sul1y6ru2dd/r2K1faGIQ6DuGGDX5ueg5LliTvHQS8J26H\nDnbZfPPNrTA0xvbx/fdAixbxc8sG7ehCSgN+XISQrLnhhnB9LhY5nc4rxJtvhusvUkn74sTHhAnZ\nz0ej86SGRI9m3LjMxwvBmDEVO09n8YjjT3+Kb6MFbggtrHUWC4cWWaFUc5p33w3PTffh0qDp5fs4\nIacDKefiiavLuQi5jz/27UNjLFrkrYQbNvi2OraeO66vbfly/4/Iww/bZ2TLLe37Dz/0VrtRo/z9\n+fe/fXy+0O/Xiy/6ANB16/o0ewMG2LFffdXP7777fC7ga68Fpkyx5W7dbGw+UvlQyBFC8iYqFIdj\n7NjKmUe2FMKaFhcPsCrRnr9x1jD3BZ4PxxyT+bhevj7sMF/WS6QOLdh1HEV9Hc7D1MXkA5K9aJ99\n1pddzuPUZXP3Pk7I5fqsOCFXt67vIzUjBgDcequvv+ii5Dh6bk5uKV8vqR51lG/7j3/4WH0//WT3\n43XoYN9feaW3TP/ud3bv5jvvAPvvb+tuvx3o3t2We/YEjj3WjzF3rp3HuHHW6UN7eY8d61Pv/fnP\nwC232PLbb1tr4apVyWnZ3BymTMkuDE+uGEMBWbJCjkurhFQf4hwb9Abw6kBtCh+hPVFDVIYg7d07\nXH/hhfY1G+tmnJXR7SkDgL59fdlljNi0KdkL2hESWYC3QmphpdHCUnsXOxFTt2788q3rd8qUZCGn\nU6UByftR9RhakDrBqtHW0R49vDCcOtX+86W3Cuhr/PJLf19SHS1Sl11T74223o4Z463cxx4LHHec\nn4uLB+kCPq9f7wX4lCnA3nvb8vz5PhXcqlXJ4v+HH4D//Ado397WTZ9uLZGA3cPplrJnz/Zha4oh\nJquakhVyhBBC4hk8OPPxKA/eQhJlMdHOHnHLt+eem98cjAHuvdeWtQVw8mRf1l7gznK4aZMPkxMV\nEFpnmLjjDvtat653HtHWwlDu2h9+SA7b4uYRJTJDlswoy6trq0XQ0097Bw5nLdVzvPdeLya//TZ5\nHLd/z4333//6YytW+ONr1gD169vy2rXJAvC11/x93313a3F89VUvwJ991jtp7bMPsNdettyihXUK\ncaxcmRy0edgwa4kEbHq4fv1sea+9rIBbtcqKSWNs/7/7nb9H7t689VZ03MfqCoUcIYSQKkfHwSsG\n2uNY74U86yxfvuSS9POirM0u4wSQbJVy3rraYUFb5HTgYSc6NmwAzjvPlrMRcm68jRvDq1NRgbtd\n2zp1vNeuTmmmcXPQnrZatIVCopx/vr/WU0/1AvCJJ9Lb6zy4jzziRZ9OD+feaxYtCnsiA+n3Qh//\n8Uf/DKxda4Wky3vdrx9w4IG2vN9+wGWXpV9bdaZkvVYJIYSQbIkSLJrQFoAPPgi3rae+PUPWMC1G\ntMDQYX0ee8y+pooVt/SvrWTagcctR0bt79MBn92yJOCvr25d4Mkn0+eprYxOyK1c6QXZ88/7INRR\nafDceXPnemtvVLo2t/Q5fDiw1Va2fNVV/t6uWhUWa27sn37KLhUcYK/Ticmffkq+d889Fx3suxSg\nkCOEEEJghUMmdLBnLd5COZG1mNJLtrmE6tFWP23BOuUU+7pxY/KyruOll3z56qt9+fe/t6+NGvk6\nbanUorV/f1/WeWgd2gFD45avN2zwIXy06NX7U90eScBmzgDsPka3Z1JbQ12cxFtvBZo0seVTTgG2\n396Wn3/eC1+3L3T+fJ+L9/TT/Xwuu8yf5zx6Ab9M++ij4ViN1ZWSFXJ0diCEEFJIdFDlEOef78s6\nq0YI7ant9moBuYXqiUs7F5fNIqqNFlZ6yVPXl5enn6cDI//4oy/rJVcXMkeLV2310+FPUuPlAcnC\nUlvGnBUS8M4l77/vg1y/+qrfi6lFptuzCPjsKI884vvW+YxD8SlLAe6RI4QQQnJEC5k4tDiZNClz\nWy28tMgK7ZfTdVHp40JLoC1b+rK+Di2s4gSgFlmhjCBRQk6LwYYN08/T16zH0GOHDDn6OrUDj+5D\nZ9JwaLEctSexulPthJyIHCEiH4rIRyJyZVXPhxBCCCkUcSnz9HKitgCGMqJoQaOtUFrUOUHlcr4C\nycJKi0znWbrLLl707LBDuF8tnEI5n6P2mWnh6AIZa6JEpvZ6ddfdrZuva9vWl/US+WabpY+h75sW\nlpXhwV0MqpWQE5E6AO4C0AvA7gBOEZFdQ22zSRZOCCGElBK33575ePPmvqxF4dChvqzjx7nvSu3I\n4XK3Asleu25p8scfvWjTzhlff+3L2nKmxaDjpJN8fDe9L86V69UDdt7Zlrt29fv2dtnFt9VCzs1n\n5529da5rV3+8cWNfXr3al3fayb526mRDmQDAkUcCe+5pxZ+29LnzCpXurLKoVkIOQHcAC40xS4wx\n6wFMANAv1FBvJCWEEEJqA9l8982d6y1wzjM0dal0m23S+3NZGrR40+j9ZlFBtU880YqtRo2AZs2A\nXXf1om+HHaxDQadO1iq4bh3QpYudy1FH2awUTng2bGjH2HZboGlTK+r22sta0044wbZZuxYoK7Nj\nOAth587WIrfnnnbZ9Mcf7fGttrKhRTp3tvPYuNFa/1y8u3bt7L3YaadkK10pUN2EXGsA+hFamqhL\noxBpZQghhJBSoGVLb7Xq0SPcxoXwAHzbzTcPt40LsaGtXSGnhAEDrFgC7B65Vq1seeJE+3rXXXaM\nJk2sINtsMysQ77rLzm3tWhsCpUkT63H60092nAkT7LWuXWu9UuvXt2LrrruspeyTT2y/v/611QHr\n1tk2zqN4++2t52vjxlaQ/fCDFZTr1lnL4RZb2NeVK611c/VqKxobNbLlZs2iQ6tUV8RUI/dPETkO\nQC9jzDmJ96cD6G6MuTClnQGGqZqyxA8hhBBS86hTxy4FOgtbHC1aWLGyww7WKvXddza36owZ6W07\ndfJLrwceaL1Q99nHhiNZu9YKLGfRa9DAW81+/WubCSEfdtrJirPdd/dirHlzbynceWe//++446z4\n23FHKwA//BDYd9+wt/EWWyTvlXP9HHSQT0t3xBH2vk6ZAnTsaJ0dPv3UXm++jg/l5eUoV66/I0aM\ngDEmh+Az2VPdhNx+AIYbY45IvL8KgDHG3JLSzkyZYtCnT1XMkhBCCKk5bL21j7d22GFhL9TqwPbb\n+5RizZolp+cqNI8/Dhx/fOH6E5GiCbnqtrQ6E0AHEWkrIg0AnAxgcsw5hBBCSI2lWbPi9u9EHBAt\n4nRqsarCiTiguCIOiM7oUR2pVkLOGLMRwB8ATAUwF8AEY8z8UNtcomMTQggh1ZFQftdU4kRLXBYC\n5x0KJHuFXn+9L7tsEZqTT/Zlvf/u9NMzj/enP2U+HsWVEQHHtKeu25fXu7evu+EG+9qqFXD33b7e\nZbI45hhfp7Nw/P3v6WONGmVfXeaHUqBaCTkAMMY8b4zZxRjT0Rhzc1Q7CjlCCCHVnfvuy3x8iy18\nef/9fdk5D2i0Ze7II31ZB9Y96aT085o29WUnVAC7Z87x+uuZ56bjse2xR3pbl1YLSA7focWinpvb\nGtWpk6/73e98+f/+z5f/8Af7OmSIzx07ZIg/7pZAmzWzjg8A8Je/2PRbqXPo0MGX997bvl5xhc8W\n0b49MHBgcty66k4JTZUQQgjJHR1k9l//ytx26619ea+9KjaeyzcKhAPSRqEtWaedln5cC7bDD/dl\nHUMtLjyJNoJob9SQZ6oOw+HClQDhzApaFG67rS8fdJB9PeQQ70F7yy3WwQDwsd2AZE9ZN/Ypp/i0\nXmec4Y8femh620WLkrM3uLhwoQwSgM/Z+swz3tGiUSPgqae8Na8UoJAjhBBSLTjiiOL0q4Pl6gCw\n552X3lZbr0LHAespmYrOp6otZzobQig+mRZFWnCExFKUINEWMBd2RKOte85iBSSLunqBzOs33hju\n183tttt8nb42vSTr5taokT9Pize9907PzZW3285bBrVg1fdCj+28TTdu9EItKi6cO7711j7LRMOG\nyd6upQCFHCGEkKKRi1VLL6117Jh+XC8n/uMf2ferRVFIsEShhY5e6gtt7dHLkNq6pYVcSGTpvvRx\nd95ll/k6LUh0v1G5TB3jx/tyly7px//0Jy+cnn/e12tB6o5r0aiFVZRAdHNr0MB/Dvoz0Nccyqda\nv77vW7cNXXO9el7IbdgQL+Tc/Js29cKwGgXyyJqSFXLcI0cIIdUfl6YpCr05Xf9dD+1R0hvu9fJd\n//6Zx4gSPaEvbT0HLQD0eaG56b708TiLnBYvIaGmhbB2Wth9d1/WMc9cH4cc4uv0fQtt4jfGi6Wo\nz8sdjxJFUfVuqVPEByHWwYj1/dZlnYYzTly5sZs2TRZyTqg1aAAMHpx+nhNv9esDf/yjn9ucOcDD\nD2ceszpRskKOEEJI9Se090rvb9IiQxP3z7ruN2Rl0kSJrDghp61MuQg53YcWcq6/qL1wrt999vHn\n6b4efdSXe/b0ZSeMXCYEIDmdlp677s/N2Zj4zf1OcNav7/uoU8eLKH2vNE6IGuNFVlxWCd2mWzdv\nWQtZNHfayS+Ht23rz9txR2D0aFtu2jR5/93VV1vnjhYtbP255/r5b7GFfZ70frzqDoUcIYTUQLT1\n5sEHfVnvawrRq5cv6/RO2tvPoZcTtXDQIiMkEHRdlEUmTlhE9ZGpLrVei6wQWpzo8UJzi5q7HsOJ\noXPO8XVt2/qycyioXz88tyjHCdfWmOQ9fi6DQRRumdQYL4BSc7I63PWJeIcQEeDdd/2cM7FpE3Dd\ndbbcpYtN8eXQy+Tff2+zSey+u33mjjvOPlvTp1txNmuWj/E2Zw4wf769rx9/DLzwgr23990HnHWW\n9Yz97jtreTv9dMAlWvjzn72H8Dvv+CX7b7+1mS1KDQo5QgipgeilN22R0eJru+3Sz+vWzZefesqX\njzoqvW2UdUvv64oTWbkIuSjLWmiM0H6r1LZxFrkddvDlkLCaOjV8nhY1Thhdc42fU9w+PZ0SK7U+\nZH10n5kxwE03+Xot/H71q+RzttjCOx0Y4x1NGjRIdiRo08a+uvu9aZMVSYBtt+OO/jxtaT3kkGQP\n4I0bbagRY2yfDz7oU2+ddZb/LJo1s33tuKOP+da8OVBWZst77umf7S5dvEVwp52sU8eWWwJnn+0/\nD+3EoJebQ0RZh6s7FHKEEFKCRHlUhsjGOhUiSgyF0EInSpw5opYpK2qRC6HnHiWy4oScjuumr88t\nEeovfrfHCvBerc2a+fMaNowXcq5fEeDUU329C+Jbt25yIFw3vnNKaNgw2mo3e7a/3l/9Cjj6aH9s\nzz1tfLlFi6wl9+uvvRX3sMPs69Zb28C7EybYez92rA20q/fOvfwy8OWX9v2UKbY/V77zzvQ57bRT\neK4kNyjkCCGkAOgvZ/2lXiy09cPF6oqiEEIuRJRFLk5kRQm2uOXLqD5CRC31uSwBBxwQPn7RReF6\nJ8523tkLEH3N2gLqxFTDhl7INWjglzLr1Qtbh3SYEHdcBHjjDVvOlMy9d+/ksB9bb23nquPNOWbP\n9kLNGB+o1y3HN2/ulz7/9je7PAkA117rn7ULLrBL740aWcEmYn+cE0qTJv5e9+4dXponhaFkhRy9\nVgmpfVx6af59OAtDFOeem31fOp6YDk/hlpuA5PRCjr59sx8jCi10QpvAo5YT46xlmjjrVZQHaFy/\nUYItKlhtXB8hokSoXrJ0c/7Nb4B27WxZZwzQuCXpPn2S9xyG2mirmBNy3boBTz9ty/XrJ+8RA+xy\no/OyTHVOaN7ciqE6dezzOXKkPbbllv4zmjLFW+uMsd6pzZolL/9WhEaN/PJkFHo/Jql8SlbIEUIq\nFx0dv1jo6PEh9FKXxgmAqC9/LXTixjj4YF+OExOdO6fPAYgXNfo8TSiEg9ujBCSnV8rln9mo68jF\nMzRE1Kb+OIeCOA/Q1HqX/imX4LkPPeTL2lLlzhPx5w0enBw/7eyzw+O4ues6nWTeWfm0Y8AxxwBX\nXWXFonv2GjZMvkc//QR8/rktH354ct5TETumy4TQqZPtDwD+8x/g00/Tr53ULijkCKnFREWKD/H2\n2+l1Wlhor8UQUSJME2dl0ctKOsG2s75ECRP9JR21NBVCxzgLESXYojz/4ggt6+l+tZiO27Qf1YdG\ne6jGERojamlVW8P0ErAjatlTC259rc4TU4+nRa8TUFdc4eu0INcWUh2XzS07popNPXbqsdRnVFtc\n9efevLn1SG3d2lvQ6ta1YS3q1bOOBm4cfd1Tp3qr8MknJ19HKq1a2f5J7YZCjpBajBNfUctJ+gs3\ntFSll1yiNlm/8IJ91VHio0j1rEudg/5SDVl6srFS6UCyjl//OtyHthyFLHnZxA6L49lnw/2F+o2q\njxNyUYLr9tsznxfKNBA1hyiLnHPKuOEG4K23bLljRy9WdFttidIx0xw6tIbeKL/ffva1fXvgpZds\nOVVw6TAfDudQsGlT9D3MJOQaNrTL6y6n55gxwJNP2vInn/i5OER8oNk99gC++SY8puOf/wwH8CVE\nU7JCjnvkCCk+2urlfufiliaB5FhMbt9QNr+z7ktQo/cS6Q3TIeEgYhNyA8mb2bXl8dZb08fIZlk0\nFPYhm2j+cei2uQi5qHnoumOOSZ+bFuRxIT60cApRty4wYoQt77pr5ra//a3f7K9zeKb2B9hwFK7t\nsGH++M03e09N13a33ZL7cJvxRZKtwJnEbseO0Z/Z+PFefJWV+TAsH35oxRjgrXK77goce6wtb7VV\nchw+QooFhRwhBCJ+yemRR3y9trK5L/2o370ePXxZJ8IOfYE+9pgv62CgUUu9bp9YlOB65RV/3FmR\n9LKhztsZGiNqSTfK4nT99elzyMVCpokTfVHOCbksqenr02Et4mK8xWVBqFfP1+twFm4p0zkQpPZd\nr54vu6VXLXq0gBw40N+jZs2A7t1t2UX7T12mdQKvTh0bvV9nLwhhjI3uHyWoTznFR/mfPt0vdbqQ\nIIRUNSUr5Aip7cTtJ9NELZ06dER4HUbh4ot9WX/B/+Uv6X3oZdaoL7nf/96P59ACICQsjAl7xenl\nUCfUcg2zccMN9jVuU7+bh8OJiSghp0Vt1DXFld3nECWs9t7bl7WV7cUXfVvXX1QcNd2fC3cRF2hX\n7wlLvW9OwLlXbRGL+gycIMvkWavvi87dedll6VZjLeQ0Rx6Z+XPZbTdg4kRbPvhg7j0jpQOFHCHV\nlIEDMx8fPjzzcRfqAEiO5h+HXjrVe6RCFrlcQk5ECRa3hKbH0KR+kTtOPDE8N93W7YuKEr0uVVKU\n5Ulfvx4vhLbouD1b2RBlCXIOGtmks9IJvp2o0+fpDf4a1+aZZ3xS8ahk9U7Y3HyzzVUJAEOHZrY+\n6n1pqc9HqtNJ1LXVr588Ru/eXsTedlvyvjp9bqql7p57gFdfteXu3YF+/ZKP16kDnHCCLffpAyxd\nGr4mQqobFHKEVFPiPErjhJNOv6RT5WirRKivqPhbUcm2HVFiKWr/VtwY06f7urjlMb1HThO3HKzP\nTxUEAHD88b58/vnpx43xS5WhWG7ZECVw9TUNGmTLeqnbWZ769/cOHFqwXXCBL4c2+gP+/vTo4cfe\nY490a2Dbtj7IsTHespoaC03f56VL/f65EKniMiTkeva0ll69NH7xxT6/p+a222xeTjfHTFbWt94C\nLr88+jghpUTJCjnukSPVmdCG+kITlzdQi4I//MGXn3kmc9s4IVe3bnjJLk7IaUGWyxJoNr/rUULO\nvY/bAyfiN9FnI2od2eyFi7KcOg/dOE/cO+6w3phA/DL06NHJQW5TccuYgN3n5+6L/kyPO87PQ98T\nbelr2zbsmKJp3To5REiqtXTIkLBw7dvXOwy88ILtY++94+/1ZZdVTqxDQqobeQk5ETleRD4QkY0i\n0jXl2FARWSgi80Wkp6rvKiJzROQjERmj6huIyITEOW+IyI4gpEQpRPLluC+ukGUtCm2d0F/mcW01\n7ku/ceOwIIsSXE4UaDGV6mmYigtT4frNNk5aaqaBTIGCtbVts81y8xjNxSKpRfR116WfpxOz6/yp\nrk2fPsmCNCrMSzakhlbRQlaL1j597PKwDp4LWEF5wAH2vRNb+t7edJNdeg2xzTbhLBcA8Ne/2tyd\ngP1HI5dnm5DaTr4WufcBHAPgFV0pIp0BnAigM4DeAO4W+eVPyD0ABhljOgHoJCLOt2wQgBXGmI4A\nxgAYBUJKFP2F+bvfpR+fNCl8XlmZfdVLSbmQTYDXOO/KOIvcAQf4VEIaJ2S6dk0/5o678fRG/RA6\n56RIvGenGzs1xpeu14IJ8J6IgM0coMVpto4kdepEWwP1/B2pcwCSrUhRGR80mUStMdFLtalz0enF\nRKy1z+0hu+02n98TsNkEABsbLTXW36WX2gwDgF1m1s4Heh5t29rPNTT/wYOTvWkJIdmTl5Azxiww\nxiwEkPonrB+ACcaYDcaYxQAWAuguItsCaGaMmZlo9zCAo9U54xLlJwDEZEQkpGo47zzvtRiF3uze\np48vO0cCHeNMC71rrrGvuS4RuaC72VhroqxU7gs2qg8nbu6/3++RCh13+7Hctbp+L7kkfm5R843b\nI5c6B8DOUVuyUpc4tQjbcksvFrWlKg4dMiMbIRfK+BBn9Utlr70yC+F166KPOQubMXb/mZ5DvXph\nS9jq1ckhYlLZbDMfu40QUvkUa49cawCfq/fLEnWtAWhfoKWJuqRzjDEbAawSkchUvdwjR6qSOMGk\nLUqa0DLjPvuE27ovcpdXEYhOTu3mo61pISEwfLj/3cm0xBra/6RjgLm9T6lLq3Xr+us56CC7ad5d\n82GHJc8pNXm984QMzT/1WlItV6F9eFtt5eeprYGAFcw9eljBPHeurXPzPPbY9PG0169OVXbbbb4c\nypN6/fXJYjIk5JzwdRay6dOBmTOT56D7nj4dePPN9H4cu+wSXsKcPx+YMSO9/vDDMztqNG+eWyo3\nQkjlErOVFxCRFwHoryUBYABcY4x5NnxWQcgo1R56aLh6V5b4IaR4jBxpwy1kQ5yVRR8/+mjv3Rda\nQtTiLa7f+vWtJezrr6PbOkucDuaq+4iaR2gOqc4O69f7948/bvtcssTXaU/aF18Epk1LPl/365Yh\nDzgAeOcdW9ahSjTaYqev47nnbFDaVCGnMwu4/XpOHIaWlo84wpebNfOplXTaMRflX6MF/7PPAosW\npc85NUyGW17X923wYB+TLVUw6s+gSRO7j82ljPrVr7xzS1TmhalTw/WEkIpTXl6O8vLyShkr1iJn\njDncGPMr9dMl8ZpJxC0DoHeDtEnURdUnnSMidQE0N8asiBpgwIDhANxPWdxlEJI1OoejJrS/KRcu\nvNALJP3lq8MwuONakOi2cbkx69ULeytqQgKvXbv4ZctUcbfNNtb65gSQW6rUFqi6de39dH0PGwZ8\n9ZWfh7bKpYrCDh3seaed5s93e7VScYIq1THCBaatUyc+tdhFF/llyUx7y1Lvn/6cttsOOOmk5Otw\n6OX4kANH6r48LdiaNElOe+Y47DCfhmvBgvT4dSNGJItrQkjlUFZWhuHDh//yU0xiLXI5oP+8TQbw\nqIjcDrtk2gHADGOMEZHVItIdwEwAZwIYq87pD+AtACcAUP+rE1J5PP00sOee6fWZlvpSCYml7bcP\nCzmNjlof4sgjM49brx6wdm1y3Y7K/9uJg332sWmv3F6ryy6z4SLce+3M8PTTtm3jxsliaPly+/rW\nW3b5LS5UB2CtT1HLzpkyCkTd7zZtbLwyEZtabPPNkZQ4XQumo44Cvv02em4i3jo2cmSycG3XLvka\nouazeHHmAL5nn20FY+o1jR6d7kSw3XbWuSATOil7SOSmeqMSQmoeef2Ki8jRAO4E0BLAcyIyyxjT\n2xgzT0QmApgHYD2Awcb88mdrCICHADQCMMUYk4hfjgcAjBeRhQC+A3By5rHzmTkh0YSSowNha5nm\ngANsbkcg7MmoY3VFeUWG9llp4p77LbYAvv8+fOzNN71YmDHDW8/cnE45xQfF7d0beP99W9axy5x4\n0zRrZqP05/M7eeGFyQF5U+9DlHCaM8db+E47zddPmZLeVseKi0N7Xq5c6dOXzZljRd38+f744Yf7\nfXNxn5/el6iv6dJLw+1d/DhCCIkiLyFnjJkEIBhIwRgzEsDIQP07ANK+Ko0xa2FDlhBSpcTFQ4tC\niwQt5PRSY1xA3GxSaQ0blhwx/z//8f1efz3wt7/Z/WmAFQIuHIjOTRoXXqNOnfCeryiyyVWaiTvu\n8OVFi5IzUQB2T5sTlnq8Fi2i980VCv2ZhET+gAHpGQ4cqUIesJkJzjgDOOssu5eREELygUZ3Uuto\n0CBziAZN587e+hKyCr36qk2wDdiwHG7ZMJRRoG7d3JZWs8kaANgluM8TPuJNmljrzmWX2T4WLMg+\nJlp1IeSZ26uXj5H3pz/5FFJVRTbWx/vv9/vXZszwglDvc4xyQCCEkGwpsT/xHi6tklzQXoe5OBK9\nokJdx1nk9P6xkJBr2NB6UerjqYTCU2TaeP/3v9ulvj339JH2NfXr528tq25cf32yQ0FVcNhhwOTJ\nmdsMGmTj0wFAt27FnxMhpHZSskKOkFyIyjYQh17iCzk7RIk7J7a0B+nAgT4/apSVbPvt/fl6GTYq\n1vdD0/QAABW4SURBVNw551ih1qJFcuy3xx6LPofkT/361nmCEEKqGgo5UiO4/PLMx7NdpsxESLTp\n0CEaJ+SeVUF6GjSIT+cU2txepw7w1FP+/dlnA2PGpLfTnHIKvRUJIaQ2QCFHagWFWIrXIUmcMHQp\nmlq3Tm4bWlrNFdfnNtskC9HWrX0IC0IIIbWbkhVy3CNHciHueRk4ML0uNYuD8/oMhR+JsviJhBPM\nO/r1s6+hZOnXXGMdLfr0KYxFkRBCSM2jZIUcIZp8hc7pp2c+HhfXzDkUuJhregn11FOBd98N9+va\n6f4aN7bWv/r1rVcj/2khhBASBXfRkBpH06bAmjXJdVFC75xzgHvvDR/LJKB0zLiBA31U/T33BCal\nRFasX99nTABssNpGjWxSeWeR+8MfgNmzbXnVqnRPU53TkxBCCHFQyJEagRZqToC1aGGj8mfCOQTk\navUaP94nJn/gAV8/bBhw7bXhMCKO3r3t63/+4+uGDPHlUHaArbbi8iohhJB0uLRKShYXbFWjUyu5\nvJmZcM4IqTkpL7ssebnVCb327W1IkebNgR12SO/P9VPTYrcRQgipnlDIkWpL9+7pdZdc4suhkCOt\nW8eH+HAcdJANLuvaLlzoj912m3dAGDUKuPVWW/7kk+yC0darRwsaIYSQ4kMhR6qce+7Jvq0WZ3HB\neOvU8RkdQp6jIsl5OqPirv3xj8AFF2Q/R0IIIaSyoJAjVc5mm4XrQxY1XafPC1m/RIAePWw5LmAw\nPUMJIYSUIhRypOgcemjm47mIKB1gt2nT7Ns2apR+/Oabsx+XEEIIqY5QyJEqJ0rIXX11el3PnuG2\nIa/VOCvcAQfEz40QQgipzlDIkaJT0U3/oaTkv/1tet2++4bHOv/85HYuIX0IkbDVjhBCCKnOUMiR\nojB2bHpd167httoipz1Vs11yFYneI6frMwXVFQFatgS+/Ta7MQkhhJDqAIUcKQrbbOPLTky5EB6A\nzR96+OHp5519du5jacEXVc62D52xgRBCCKnuUMiRohBlIdPl5s2zOy8X9BipsdwY140QQkhNIy8h\nJyKjRGS+iMwSkSdFpLk6NlREFiaO91T1XUVkjoh8JCJjVH0DEZmQOOcNEdkxn7mRwvDEExU7L7SX\nTRNlOauI2MrW8nbPPcBDD4WP7cinjRBCSAmSr0VuKoDdjTF7AVgIYCgAiMhuAE4E0BlAbwB3i/zy\ndXsPgEHGmE4AOolIr0T9IAArjDEdAYwBMCrPuZECsPnmFTuvZUtfzkWcVVTIufNSRZ3u7ze/Afr3\nD4/Zpk3u4xJCCCFVTV5CzhjzkjHGxdd/E4D7OuwLYIIxZoMxZjGsyOsuItsCaGaMmZlo9zCAoxPl\nfgDGJcpPADgsn7mRwhBn7TrxxPzH0HlJo4TcnXdGny+S2SM1le7dgUmTsm9PCCGEVFcKuUduIIAp\niXJrAJ+rY8sSda0BLFX1SxN1SecYYzYCWCUiWxZwfqQCNGiQ+fi//uXL48aF28RZ2XTg3lCcuMce\nA9q2zdyHjhl3+OGZY8TVrQv065e5P0IIIaQUiMgu6RGRFwG00lUADIBrjDHPJtpcA2C9MeafBZxb\nRlvQgw8OV+/KEj+kEJx/vs9/2rBh9ufVr5/5eJxHad26wM47A+eeC/z9777+iCOA114L9/nUU/Yc\nZ9UTASZO9MfPPJPptwghhFQu5eXlKC8vr5SxYoWcMSYQJMIjIgMA9AHwG1W9DMAO6n2bRF1UvT7n\nCxGpC6C5MWZF1LhnnTU8cuM6yQ+9v60qyGWf3DHHZD7eti1w7bX5zYcQQgjJhbKyMpSVlf3yfsSI\nEUUbK1+v1SMA/BFAX2PMWnVoMoCTE56o7QF0ADDDGPMVgNUi0j3h/HAmgGfUOW4r+gkApuUzN1L5\nxFm+oo5vsUVu5zmhx0wMhBBCajv57pG7E0BTAC+KyLsicjcAGGPmAZgIYB7svrnBxvxiZxkC4AEA\nHwFYaIx5PlH/AICWIrIQwMUArso0MJfLKk6x7l1oX9pZZ3nhVb9+2GnhsAq4tSxbBuywQ3LdwQcD\nhx6ae1+EEEJIqRK7tJqJRKiQqGMjAYwM1L8DoEugfi1syBJSZC69FBg92pabNAF+/DH5eEUD54Zi\nsYkAnTrZPW7772/F3gUXpLfJddyQl+orr2R/PiGEEFITKNnMDnHelCQaJ5huuqlyLJv33AN8/33y\nWC1aMNMCIYQQki95WeSqEp1cnVSMZs28uGrTBliaCAxTSHEnYkW3Ft6ffAJsvXVycN7Ro30Ykj//\nGTj55OR+evYEHn20cPMihBBCagIlK+S4R66wVOb9bN8+ve7SS325Zcv0vW4NGwKnnlrceRFCCCGl\nRskurZKKE1rS1EF5o0Td2Wdn1/8nn/hyixbZzyuKuPh0hBBCSG2FQq6W40SbCHD99fn39/XX3uL2\n8cfADTfk198PPwCbbZb/vAghhJCaCIVcLSRkkUvNuhBa/syGrbf25Z12yj/WW9Om+Z1PCCGE1GQo\n5GoxqYIuJPDoWUoIIYRUXyjkaiHOsUAkWai58hlnhM/bckv7OmlS8eZGCCGEkOyhkCsBQoF2ARuS\noyKkZkRIZeedw/UuVdxmmwHPPVexsQkhhBBSOCjkSoB99wVOOMGWH37YvtatC5xYwDwYUdY5/b5R\nI+Cii2wMvyixRwghhJDKo6SF3GefVfUMqo5CxX3bbTf7mm2w3TFjgObNCzM2IYQQQvKjpIVc3BJh\nKXPrreH6KKtZRZ0Spk+3IT722y+38wrhBME0a4QQQkh+lLSQq2y22qr4Y5SV2Vedgiw1NEhqXRTZ\niK0mTXyIj3zE2XXX5X7OXXcB775b8TEJIYSQ2k7JpuiqCqpDWrB+/exr6p62QnDmmcDGjcl12caB\na9Uq9/G22qpyxDEhhBBSU6GQKzHqqU/MCbnDD48/r0EDYN26zG123hm48cbkuj33BD78ML3t9tsD\nm29uy8uX2/yohBBCCKlcavTSamVnBRgwIP8+nDiLs/7p41Onxvf7xhuZ+8jELruk122+ObBqlS1v\ns01yrlZCCCGEVA41+uv37rt9+ZZbsj9v2jRfXrEi+/N+97vs28aRKrKyzbrQsiXQunV6vbPkhUQZ\nIYQQQkqTGr20qsWQy0oQhTG+ff36vr5Fi/zn8fHHhYu7pi127dqlH581C5g9GzjyyPD5W2yR3Tj/\n/Cfw9dcVmiIhhBBCKom8LHIicr2IzBaRWSLykoi0UceGishCEZkvIj1VfVcRmSMiH4nIGFXfQEQm\nJM55Q0Qi8hnkMr/CneeyGlSEunXt6003hY+vXp37fGbNAnr1St/31rhx7vMLsd9+QN++hemLEEII\nIcUh36XVUcaYPY0xewF4BsAwABCR3QCcCKAzgN4A7hb5RY7cA2CQMaYTgE4i0itRPwjACmNMRwBj\nAIzKc24VJuSp6Tb2p3L55b682WaZ+x06NFzfrJkva4vbsmW23K2bP96kCTB2rF8i1dbDTIRitu26\na3bnEkIIIaR6ktfSqjFmjXq7GYDvEuW+ACYYYzYAWCwiCwF0F5ElAJoZY2Ym2j0M4GgALwDoh4QQ\nBPAEgLvymVs+dOqUfdtmzYAOHYBFi6JDaYQsalttBXz3XXLdQQclv99+ey/sXIouEeCCC7Kf3zvv\n2P1xqaKt0KFLCCGEEFL55O3sICI3ishnAAYAGJmobg3gc9VsWaKuNYClqn5poi7pHGPMRgCrRCRm\nZ1vc3Cp2Xr0s5O3112c+fs45vhwSTWPH+rKb5+675x+rLjW+XNeuwK9+lV+fhBBCCKmexAo5EXkx\nsafN/byfeD0KAIwx1xpjdgTwIOySaKGokKTp1Su+zbnnZj6eyz6zqMC8cYLs0EPD9flaypj2ihBC\nCKk9xNqejDFZhJsFADwGYEqivAyAzoTaJlEXVa/P+UJE6gJoboyJDP4xfPhw9a4s8RNOZ2Wvw5fv\nugv4+99tedIk4OijM1xVBHGCK+74dttlPl4Ry9z69dlZEwkhhBBSPMrLy1FeXl4pY+X1tS8iHYwx\nixJvjwYwK1GeDOBREbkddsm0A4AZxhgjIqtFpDuAmQDOBDBWndMfwFsATgCgorml44RcNt6kqaJI\ni51iWbCOPhq4997czxs7Fthrr4plSshGxFWHNGOEEEJITaasrAxlLnk6gBH5hL6IIV/7zc0i0gnA\nRgCfADgfAIwx80RkIoB5ANYDGGzMLzaqIQAeAtAIwBRjzPOJ+gcAjE84RnwH4OQ851YpaGG0g7I1\n9u4NHHww8OqrufW15542pEi23qi58Kc/AfvuW/h+CSGEEFI15Ou1enyGYyPhnR90/TsAugTq18KG\nLCkY+VifbrwR+PLL6L5CS6fbbgvcfz9w9tkVG9P1GRJxd90FXHRRxfp1xDloEEIIIaS0qDU7qpSF\nMyNjEu4a11wT3aZLF2D//cPH+vQBLrwwp6llRatW9icbdsw7lDIhhBBCSoEal2tVxIqpVDp2tK93\nxUSn08F3o5gzB+jZ04+n2W474I474vsAgDVrkt8Xav9aly6ME0cIIYTUBmqkRa55c/vqhJF73bAB\nqJOQrk2bpgupXMXPEUdY0fjggxWfq6Zt28L0QwghhJDaQY0Ucg5nmXMCzeU8BYDBg4GVK/Pr///+\nL/dzLrkEuP12W9YWuFWrrLgkhBBCCMmWGi3kdA7TVG65xb7mIsbuvRdYERnZLp1zzgHat0+u0/lY\ntQUwKpcrIYQQQkgUNVrIOQq19+yYY8L1UUuyp51mf5Ys8XWDBiWLOUIIIYSQilIjnR1ShVV1CoLb\nrh1w1VVVPQtCCCGE1ARqnJDLxuu00MQJxTo17i4TQgghpDpQ8hJDOyy0bw8kpWAtIJnEWpy3a5s2\nwMsvF3Y+hBBCCCElL+S22CK+TSYR1qMH8Oc/Zz6/USNgn31ym1fq+L/5TXp9MdJwEUIIIaT2UKOc\nHZxgy2WPXNOmwNVXZ+73p5/ym1cUDRowcC8hhBBCKk7JW+QIIYQQQmorNUbIXXONz5O6//6ZY8gV\nmiZNKm8sQgghhBCHmBJc2xMRo+ctAqxe7VNzacaOtUuY551XvPl88YVN99WpU/HGIIQQQkhpIiIw\nxhQlGFqNEHKEEEIIIdWVYgq5GrO0SgghhBBS26CQI4QQQggpUSjkCCGEEEJKFAo5QgghhJASpSBC\nTkQuE5FNIrKlqhsqIgtFZL6I9FT1XUVkjoh8JCJjVH0DEZmQOOcNEdmxEHMjhBBCCKmp5C3kRKQN\ngMMBLFF1nQGcCKAzgN4A7hb5Jb/CPQAGGWM6AegkIr0S9YMArDDGdAQwBsCofOdW2ygvL6/qKVRL\neF/S4T0Jw/sShvclDO9LOrwnlU8hLHK3A/hjSl0/ABOMMRuMMYsBLATQXUS2BdDMGDMz0e5hAEer\nc8Ylyk8AOKwAc6tV8BcoDO9LOrwnYXhfwvC+hOF9SYf3pPLJS8iJSF8Anxtj3k851BrA5+r9skRd\nawBLVf3SRF3SOcaYjQBW6aVaQgghhBCSTL24BiLyIoBWugqAAXAtgKthl1WLQVEC5xFCCCGE1BQq\nnNlBRPYA8BKAH2FFVxtYy1t3AAMBwBhzc6Lt8wCGwe6jm26M6ZyoPxnAIcaY810bY8xbIlIXwJfG\nmG0ixmZaB0IIIYSUDMXK7BBrkYvCGPMBgG3dexH5FEBXY8xKEZkM4FER+QvskmkHADOMMUZEVotI\ndwAzAZwJYGyii8kA+gN4C8AJAKZlGJvWOkIIIYTUeios5AIYJJZDjTHzRGQigHkA1gMYrJKjDgHw\nEIBGAKYYY55P1D8AYLyILATwHYCTCzg3QgghhJAaR4WXVgkhhBBCSNVScpkdROQIEfkwEVD4yqqe\nT7ERkcUiMltE3hORGYm6FiIyVUQWiMgLIrK5ap9TIOZSQUQeEJHlIjJH1RXsPpRqQOqI+zJMRJaK\nyLuJnyPUsRp/X0SkjYhME5G5IvK+iFyYqK/Vz0vgvlyQqK+1z4uINBSRtxJ/X+eKyE2J+tr+rETd\nl1r7rGhEpE7i+icn3lft82KMKZkfWOG5CEBbAPUBzAKwa1XPq8jX/AmAFil1twC4IlG+EsDNifJu\nAN6DXTJvl7hXzur6FoBuifIUAL2q+tpyvA8HAdgLwJxi3AcA5wO4O1E+CTYOYpVfdwXvyzAAlwba\ndq4N9wV27+5eiXJTAAsA7Frbn5cM96W2Py9NEq91AbwJ4MDa/qxkuC+1+llR13sJgEcATE68r9Ln\npdQsct0BLDTGLDHGrAcwATaQcE1GkG451cGTx8EHVe6L3AMxlwTGmNcArEypLuR9KMmA1BH3BQiH\n76kVgbqNMV8ZY2YlymsAzIf1qq/Vz0vEfXFxPGvz8/JjotgQ9m/tStTyZwWIvC9ALX5WgF+yWfUB\ncL+qrtLnpdSEXGqgYR1QuKZiALwoIjNF5OxEXStjzHLA/nEG4MK0VCQQcymzTQHvQ00LSP0HEZkl\nIvcrM3+tuy8i0g7WYvkmCvt7U1Puy1uJqlr7vCSWyd4D8BWAcmPMPPBZibovQC1+VhK4bFbawaBK\nn5dSE3K1kQONMV1h/wMYIiI9kPwAIfC+tlLI+1DKIW7uBrCTMWYv2D/CowvYd8ncFxFpCvsf7UUJ\nC1Qxf29K+b7U6ufFGLPJGLM3rNW2h4iUgc9K6n05WEQOQS1/VkTkSADLE5btTPOt1Oel1ITcMgB6\n458LQlxjMcZ8mXj9BsAk2OXl5SLSCgASJtqvE82XAdhBne7uT1R9qVPI+/DLMbEBqZsbY1YUb+rF\nwxjzjUlssABwH+wzA9Si+yIi9WDFynhjzDOJ6lr/vITuC58XizHme9i9SvuCz8ovJO7LvwHsy2cF\nBwLoKyKfAPgngN+IyHgAX1Xl81JqQm4mgA4i0lZEGsDGmptcxXMqGiLSJPHfM0RkMwA9AbwPe80D\nEs36A3BfVJMBnJzwemkPH4j5KwCrRaS7iAhsIOZnUHoIkv87KeR9cAGpgZiA1NWQpPuS+EPiOBbA\nB4lybbov/wAwzxhzh6rj8xK4L7X5eRGRlm55UEQaw6acfA+1/FmJuC+zavOzAgDGmKuNMTsaY3aC\n1R/TjDFnAHgWVfm85OKpUR1+ABwB6221EMBVVT2fIl9re1jP3PdgBdxVifotYdOjLQAwFcAW6pyh\nsJ4x8wH0VPX7JPpYCOCOqr62CtyLxwB8AWAtgM8AnAWgRaHuA+yG3omJ+jcBtKvqa87jvjwMYE7i\n2ZkEu3+j1twX2P+aN6rfnXcTfzcK9ntTw+5LrX1eAHRJ3If3AMwGcHmivrY/K1H3pdY+K4F7dAi8\n12qVPi8MCEwIIYQQUqKU2tIqIYQQQghJQCFHCCGEEFKiUMgRQgghhJQoFHKEEEIIISUKhRwhhBBC\nSIlCIUcIIYQQUqJQyBFCCPn/duuABAAAAEDQ/9ftCHSFwJTIAQBMBcGtRPtTtrHrAAAAAElFTkSu\nQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x1045e8c50>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#audio file1 glockenspiel\n",
"sr1, in_audio1 = wavfile.read('hw4/glockenspiel.wav')\n",
"plot(in_audio1)\n",
"print(in_audio1.max(), in_audio1.min(), sr1)\n",
"in_audio1.dtype\n",
"in_audio1astype"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"3423 -2683 44100\n"
]
},
{
"data": {
"text/plain": [
"dtype('int16')"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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ZWatHW2s3s9YOt9a+zVr7e2vtEmvt+62121trD7LWLmX2Z1prt7HW7mitvY1t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\n4LfZbz/gwx9272nff/979yqP0dKl7kErpsi9+KJzBfpcq5M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LgW7Q++5bHpF75plim9ia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\nrkJggg==\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x106a88790>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#audio file2 piano\n",
"sr2, in_audio2 = wavfile.read('hw4/piano.wav')\n",
"plot(in_audio2)\n",
"print(in_audio2.max(), in_audio2.min(), sr2)\n",
"in_audio2.dtype"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"9560 -12668 44100\n"
]
},
{
"data": {
"text/plain": [
"dtype('int16')"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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1l26jTx99EPftG9U9K02KibiDDtL/L7mk9QIPUEHp1832ZQ6oH6b1yyXntl2/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\nXfPMDZljAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x106b0c190>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#audio file3 tom\n",
"sr3, in_audio3 = wavfile.read('hw4/tom.wav')\n",
"plot(in_audio3)\n",
"print(in_audio3.max(), in_audio3.min(), sr3)\n",
"in_audio3.dtype"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"(38590,)"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"in_audio1.shape"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"(32768,)"
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"in_audio2.shape"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"(38590,)"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"in_audio3.shape"
]
},
{
"cell_type": "code",
"execution_count": 33,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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Y2WfM7Obgvjq3y3vN7I/M7NDM3py5r7btMi0zO29mz6av7f5VH88imNknzOyK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\nSUVORK5CYII=\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x1070b8710>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#autocorrelation function in each clip (audio1)\n",
"lags1, c1, lines1, line1 = acorr(in_audio1[:].astype(double), maxlags= 38589);"
]
},
{
"cell_type": "code",
"execution_count": 34,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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Y2NiXXaPty9PmY0iscXzN60HoKp84Mism8x2ji/MeSc8xs0NmdpGkN0i6NfjMrZKulyQz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\nGAI0AACAxBCgAQAAJIYADQAAIDH/Dz8QTvo/bSOZAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10743a650>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#autocorrelation function in each clip (audio2)\n",
"lags2, c2, lines2, line2 = acorr(in_audio2[:].astype(double), maxlags= 32767);"
]
},
{
"cell_type": "code",
"execution_count": 35,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"image/png": 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ZNvKq5UkCEbEL+AidOW3XZubVEXF5UelrijQfA3YBPwbel5l39ckr66iTJiditPtpDXvc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\nJEmSGub/A/AK9nHu0R5tAAAAAElFTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x108f8b210>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"#autocorrelation function in each clip (audio3)\n",
"lags3, c3, lines3, line3 = acorr(in_audio3[:].astype(double), maxlags= 38589);"
]
},
{
"cell_type": "code",
"execution_count": 43,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0\n"
]
},
{
"data": {
"image/png": 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HrFev/L5Dh4aLUyQOuoMmsgUbNriJ5M87D265xT2s8PjjcNllcOGF0KKF2y4i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\nTkSuQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x10fd5ead0>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# the index of the most prominent peak in each clip's autocorrelation function (audio1)\n",
"cc_index1 = lags1[argmax(c1)]\n",
"print(cc_index1)\n",
"\n",
"plot(lags1, c1)\n",
"vlines(cc_index1, 0.5, 1.09, color='r', lw=2)\n",
"text(cc_index1 + 1, 1.05, 'CC peak', color='r')\n",
"grid()"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0\n"
]
},
{
"data": {
"image/png": 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NZp5E2gdEtZGxUOooaXnaKFLa9V3SpMDybhSQV4QsawStVkGWVRS7tEINmlCt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\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x113f30510>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# the index of the most prominent peak in each clip's autocorrelation function (audio2)\n",
"cc_index2 = lags2[argmax(c2)]\n",
"print(cc_index2)\n",
"\n",
"plot(lags2, c2)\n",
"vlines(cc_index2, 0.5, 1.09, color='r', lw=2)\n",
"text(cc_index2 + 1, 1.05, 'CC peak', color='r')\n",
"grid()"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {
"collapsed": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0\n"
]
},
{
"data": {
"image/png": 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GoK1cGSzVzWmfV1CgfwCwdWvllDMWJVtdOVCMixvjEl1M0IgobmRlAdddp9M2uarhuGGd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\nQmCC\n",
"text/plain": [
"<matplotlib.figure.Figure at 0x113f7f590>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# the index of the most prominent peak in each clip's autocorrelation function (audio3)\n",
"cc_index3 = lags3[argmax(c3)]\n",
"print(cc_index3)\n",
"\n",
"plot(lags3, c3)\n",
"vlines(cc_index3, 0.5, 1.09, color='r', lw=2)\n",
"text(cc_index3 + 1, 1.05, 'CC peak', color='r')\n",
"grid()"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"1.1428127186503927"
]
},
"execution_count": 49,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# compute the periods corresponding to each peak (Audio1)\n",
"sr1 = 44100\n",
"f1 = 38589.0\n",
"Ps1 = sr1/f1\n",
"Ps1"
]
},
{
"cell_type": "code",
"execution_count": 50,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"1.3458662678914761"
]
},
"execution_count": 50,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# compute the periods corresponding to each peak (Audio2)\n",
"sr2 = 44100\n",
"f2 = 32767.0\n",
"Ps2 = sr2/f2\n",
"Ps2"
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"1.1428127186503927"
]
},
"execution_count": 51,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# compute the periods corresponding to each peak (Audio3)\n",
"sr3 = 44100\n",
"f3 = 38589.0\n",
"Ps3 = sr3/f3\n",
"Ps3"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.10"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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