TB065

Trabajos Prácticos de la Materia Señales y Sistemas
Index Commits Files Refs
primera_parte/tpe_primera_parte.ipynb (559298B)
   1 {
   2   "cells": [
   3     {
   4       "cell_type": "markdown",
   5       "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2",
   6       "metadata": {
   7         "editable": true,
   8         "tags": [],
   9         "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2"
  10       },
  11       "source": [
  12         "# Trabajo Práctico Especial\n",
  13         "\n",
  14         "Señales y Sistemas (TB065) - Curso 1 - FIUBA - 2C2024  \n",
  15         "Martin Klöckner - mklockner@fi.uba.ar  \n",
  16         "Nicolás Chechko - vchechko@fi.uba.ar  \n",
  17         "Matteo Aguilar Cafferata - meaguilar@fi.uba.ar  \n",
  18         "\n",
  19         "## Primera Parte: Dominio de Tiempo\n",
  20         "\n",
  21         "En esta primera parte del trabajo práctico se pide graficar dos señales de\n",
  22         "audio en formato WAV en el dominio de tiempo; luego, para una de ellas\n",
  23         "identificar diferentes notas musicales y calcular sus frecuencias fundamentales; finalmente,\n",
  24         "para la señal de audio restante, identificar las diferencias entre instrumentos de\n",
  25         "percusión e instrumentos armónicos.\n",
  26         "\n",
  27         "Para la realización de los gráficos se utiliza el lenguaje de programación\n",
  28         "[python](https://www.python.org) junto con las librerías\n",
  29         "[scipy](https://docs.scipy.org/doc/scipy/index.html),\n",
  30         "[matplotlib](https://matplotlib.org/) y\n",
  31         "[numpy](https://numpy.org/doc/stable/index.html).\n",
  32         "\n",
  33         "### Obtención y Muestra de Archivos\n",
  34         "\n",
  35         "Empezamos importando las librerías mencionadas previamente en un nuevo script\n",
  36         "de python. Además, se importa el método [urlretrieve](https://docs.python.org/3/library/urllib.request.html#urllib.request.urlretrieve) del módulo [urllib.request](https://docs.python.org/3/library/urllib.request.html#module-urllib.request) para obtener localmente los archivos a analizar."
  37       ]
  38     },
  39     {
  40       "cell_type": "code",
  41       "source": [
  42         "import matplotlib.pyplot as plt\n",
  43         "import numpy as np\n",
  44         "\n",
  45         "from scipy.io import wavfile\n",
  46         "from urllib.request import urlretrieve"
  47       ],
  48       "metadata": {
  49         "id": "z9pM8YwT3577"
  50       },
  51       "id": "z9pM8YwT3577",
  52       "execution_count": 1,
  53       "outputs": []
  54     },
  55     {
  56       "cell_type": "markdown",
  57       "source": [
  58         "Para obtener los archivos a analizar, se define una variable para almacenar el nombre de los archivos y se descargan utilizando el método [urlretrieve](https://docs.python.org/3/library/urllib.request.html#urllib.request.urlretrieve) proporcionando las respectivas urls y el nombre final que se desea que tengan los archivos una vez descargados."
  59       ],
  60       "metadata": {
  61         "id": "tcTSkPmSwv1i"
  62       },
  63       "id": "tcTSkPmSwv1i"
  64     },
  65     {
  66       "cell_type": "code",
  67       "source": [
  68         "file1_name = 'InASentimentalMood.wav'\n",
  69         "file2_name = 'Zombie.wav'\n",
  70         "\n",
  71         "urlretrieve('https://github.com/mjkloeckner/TB065/raw/main/primera_parte/InASentimentalMood.wav', file1_name);\n",
  72         "urlretrieve('https://github.com/mjkloeckner/TB065/raw/main/primera_parte/Zombie.wav', file2_name);"
  73       ],
  74       "metadata": {
  75         "id": "RKO3W0G-4jbb"
  76       },
  77       "id": "RKO3W0G-4jbb",
  78       "execution_count": 2,
  79       "outputs": []
  80     },
  81     {
  82       "cell_type": "markdown",
  83       "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e",
  84       "metadata": {
  85         "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e"
  86       },
  87       "source": [
  88         "Continuamos leyendo el contenido del primer archivo de nombre `InASentimentalMood.wav`,\n",
  89         "para lo cual se utiliza el método [wavfile.read](https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.wavfile.read.html#read) de la librería [scipy](https://docs.scipy.org/doc/scipy/index.html).\n",
  90         "Esta función devuelve los datos y la tasa de muestreo del archivo en formato WAV\n",
  91         "cuyo nombre recibe como argumento."
  92       ]
  93     },
  94     {
  95       "cell_type": "code",
  96       "execution_count": 3,
  97       "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f",
  98       "metadata": {
  99         "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f"
 100       },
 101       "outputs": [],
 102       "source": [
 103         "file1_sample_rate, file1_data = wavfile.read(file1_name)"
 104       ]
 105     },
 106     {
 107       "cell_type": "markdown",
 108       "source": [
 109         "Para graficar los datos obtenidos resulta conveniente definir la función `graph_data`, la cual utiliza métodos del módulo [pyplot](https://matplotlib.org/stable/api/pyplot_summary.html#module-matplotlib.pyplot) de la librería [matplotlib](https://matplotlib.org/) para generar los gráficos pedidos."
 110       ],
 111       "metadata": {
 112         "id": "LYFVBkxl1ddM"
 113       },
 114       "id": "LYFVBkxl1ddM"
 115     },
 116     {
 117       "cell_type": "code",
 118       "source": [
 119         "def graph_data(x, y, title, figure_number=0, t=0, dt=0, a=0, da=0):\n",
 120         "  figure, axis = plt.subplots(num=title, figsize=(12, 6))\n",
 121         "  figure_caption = 'Figura ' + str(figure_number) + ': ' + title\n",
 122         "  figure.text(.5, -0.02, figure_caption, ha='center', fontsize=12)\n",
 123         "\n",
 124         "  plt.plot(x, y, label='Señal de Audio')\n",
 125         "  axis.set(xlabel='Tiempo [s]', ylabel='Amplitud')\n",
 126         "  plt.grid(True)\n",
 127         "  plt.legend()\n",
 128         "  if t != 0:\n",
 129         "    plt.xlim([t, t+dt])\n",
 130         "\n",
 131         "  if a != 0:\n",
 132         "    axis.axvspan(a, a+da, color='skyblue', alpha=0.50)\n",
 133         "\n",
 134         "  plt.ylim([-1, 1])\n",
 135         "  plt.show()"
 136       ],
 137       "metadata": {
 138         "id": "61I64cGZgutq"
 139       },
 140       "id": "61I64cGZgutq",
 141       "execution_count": 4,
 142       "outputs": []
 143     },
 144     {
 145       "cell_type": "markdown",
 146       "id": "1a234f91-aa8c-48c4-bd13-7878104842e3",
 147       "metadata": {
 148         "id": "1a234f91-aa8c-48c4-bd13-7878104842e3"
 149       },
 150       "source": [
 151         "Para poder graficar los datos se necesita saber a qué tiempo corresponde cada valor de la\n",
 152         "señal; para eso, se utiliza el método [arange](https://numpy.org/doc/stable/reference/generated/numpy.arange.html#numpy-arange)\n",
 153         "de la libreria [numpy](https://numpy.org/doc/stable/index.html). Este método\n",
 154         "devuelve un arreglo de números equidistantes del largo que recibe como parámetro,\n",
 155         "en este caso del largo de los datos leídos del archivo. Para convertirlo a segundos\n",
 156         "se divide por la tasa de muestreo, la cual también se obtiene cuando se lee el archivo."
 157       ]
 158     },
 159     {
 160       "cell_type": "code",
 161       "execution_count": 5,
 162       "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35",
 163       "metadata": {
 164         "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35"
 165       },
 166       "outputs": [],
 167       "source": [
 168         "file1_time = np.arange(len(file1_data)) / file1_sample_rate"
 169       ]
 170     },
 171     {
 172       "cell_type": "markdown",
 173       "source": [
 174         "Para normalizar la amplitud de la señal entre -1 y 1 se divide por el valor máximo que toma el tipo de dato que almacena la señal. Para obtener este valor máximo se utiliza el método [iinfo](https://numpy.org/doc/stable/reference/generated/numpy.iinfo.html#numpy-iinfo) de la librería [numpy](https://numpy.org/doc/stable/index.html)."
 175       ],
 176       "metadata": {
 177         "id": "3GofoYbR1-F1"
 178       },
 179       "id": "3GofoYbR1-F1"
 180     },
 181     {
 182       "cell_type": "code",
 183       "source": [
 184         "file1_data_normalized = file1_data / np.iinfo(file1_data.dtype).max"
 185       ],
 186       "metadata": {
 187         "id": "eBDxfNSV1_6V"
 188       },
 189       "id": "eBDxfNSV1_6V",
 190       "execution_count": 6,
 191       "outputs": []
 192     },
 193     {
 194       "cell_type": "markdown",
 195       "source": [
 196         "Se define una variable para almacenar el título de la figura, esto para posteriormente pasarlo como argumento a la función `graph_data`."
 197       ],
 198       "metadata": {
 199         "id": "HgT4xx4pKlFb"
 200       },
 201       "id": "HgT4xx4pKlFb"
 202     },
 203     {
 204       "cell_type": "code",
 205       "source": [
 206         "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo'"
 207       ],
 208       "metadata": {
 209         "id": "hHn7vwU8KnQb"
 210       },
 211       "id": "hHn7vwU8KnQb",
 212       "execution_count": 7,
 213       "outputs": []
 214     },
 215     {
 216       "cell_type": "markdown",
 217       "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4",
 218       "metadata": {
 219         "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4"
 220       },
 221       "source": [
 222         "Con todos los datos ya procesados, se invoca la función `graph_data` definida previamente."
 223       ]
 224     },
 225     {
 226       "cell_type": "code",
 227       "execution_count": 8,
 228       "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
 229       "metadata": {
 230         "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
 231         "outputId": "163f25f4-eb78-4513-ff8d-06b3176c817c",
 232         "colab": {
 233           "base_uri": "https://localhost:8080/",
 234           "height": 586
 235         }
 236       },
 237       "outputs": [
 238         {
 239           "output_type": "display_data",
 240           "data": {
 241             "text/plain": [
 242               "<Figure size 1200x600 with 1 Axes>"
 243             ],
 244             "image/png": 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\n"
 245           },
 246           "metadata": {}
 247         }
 248       ],
 249       "source": [
 250         "graph_data(file1_time, file1_data_normalized, title, 1);"
 251       ]
 252     },
 253     {
 254       "cell_type": "markdown",
 255       "id": "f424d686-a217-4edd-98d4-d066b44d9788",
 256       "metadata": {
 257         "id": "f424d686-a217-4edd-98d4-d066b44d9788"
 258       },
 259       "source": [
 260         "Para el segundo archivo, se repite el mismo procedimiento que el realizado para el primero, solo cambia el nombre del archivo del que se obtienen los datos; en este caso siendo `Zombie.wav`.\n",
 261         "\n",
 262         "Se obtienen los datos del archivo, se normalizan, y se construye una lista de números equidistantes que se corresponda con cada valor de la lista de datos."
 263       ]
 264     },
 265     {
 266       "cell_type": "code",
 267       "source": [
 268         "file2_sample_rate, file2_data = wavfile.read(file2_name)\n",
 269         "file2_time = np.arange(len(file2_data)) / file2_sample_rate\n",
 270         "file2_data_normalized = file2_data / np.iinfo(file2_data.dtype).max"
 271       ],
 272       "metadata": {
 273         "id": "sCac--rqwdMH"
 274       },
 275       "id": "sCac--rqwdMH",
 276       "execution_count": 9,
 277       "outputs": []
 278     },
 279     {
 280       "cell_type": "markdown",
 281       "source": [
 282         "Luego de obtener y procesar los datos, se grafican utilizando la función `graph_data`:"
 283       ],
 284       "metadata": {
 285         "id": "a0Yjhw5LwztN"
 286       },
 287       "id": "a0Yjhw5LwztN"
 288     },
 289     {
 290       "cell_type": "code",
 291       "execution_count": 10,
 292       "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
 293       "metadata": {
 294         "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
 295         "outputId": "f666f837-9a4f-46b9-ba10-5392c81e7774",
 296         "colab": {
 297           "base_uri": "https://localhost:8080/",
 298           "height": 586
 299         }
 300       },
 301       "outputs": [
 302         {
 303           "output_type": "display_data",
 304           "data": {
 305             "text/plain": [
 306               "<Figure size 1200x600 with 1 Axes>"
 307             ],
 308             "image/png": 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\n"
 309           },
 310           "metadata": {}
 311         }
 312       ],
 313       "source": [
 314         "title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo'\n",
 315         "graph_data(file2_time, file2_data_normalized, title, 2);"
 316       ]
 317     },
 318     {
 319       "cell_type": "markdown",
 320       "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5",
 321       "metadata": {
 322         "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5"
 323       },
 324       "source": [
 325         "### Identificación de Notas Musicales\n",
 326         "\n",
 327         "Para identificar las diferentes notas musicales del primer archivo (`InASentimentalMood.wav`),\n",
 328         "analizamos visualmente el gráfico, reduciendo la escala de tiempo a un pequeño intervalo en zonas\n",
 329         "específicas de la figura, como se muestra en la Figura 3 a continuación, en la cual se toma\n",
 330         "el intervalo de tiempo `[1.13, 1.30]`."
 331       ]
 332     },
 333     {
 334       "cell_type": "code",
 335       "execution_count": 1,
 336       "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
 337       "metadata": {
 338         "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
 339         "outputId": "d3a5b67f-38fa-49ce-b527-21a3f92d96a5",
 340         "colab": {
 341           "base_uri": "https://localhost:8080/",
 342           "height": 586
 343         }
 344       },
 345       "outputs": [
 346         {
 347           "output_type": "display_data",
 348           "data": {
 349             "text/plain": [
 350               "<Figure size 1200x600 with 1 Axes>"
 351             ],
 352             "image/png": 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\n"
 353           },
 354           "metadata": {}
 355         }
 356       ],
 357       "source": [
 358         "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (piano)'\n",
 359         "graph_data(file1_time, file1_data_normalized, title, 3, 1.13, 0.17);"
 360       ]
 361     },
 362     {
 363       "cell_type": "markdown",
 364       "source": [
 365         "Dicho intervalo de tiempo corresponde a la primera nota que puede escucharse en el archivo, producida por un piano, instrumento armónico. Si ampliamos el intervalo aún más, podremos distinguir la duración aproximada de un período (Figura 4)."
 366       ],
 367       "metadata": {
 368         "id": "F8jmzzKSPacb"
 369       },
 370       "id": "F8jmzzKSPacb"
 371     },
 372     {
 373       "cell_type": "code",
 374       "source": [
 375         "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (piano)'\n",
 376         "graph_data(file1_time, file1_data_normalized, title, 4, 1.138, 0.016, 1.14228, 0.0039)"
 377       ],
 378       "metadata": {
 379         "colab": {
 380           "base_uri": "https://localhost:8080/",
 381           "height": 586
 382         },
 383         "id": "yudC1ja8nIS9",
 384         "outputId": "44f72d00-de1b-4154-8c05-9471678c2a16"
 385       },
 386       "id": "yudC1ja8nIS9",
 387       "execution_count": 12,
 388       "outputs": [
 389         {
 390           "output_type": "display_data",
 391           "data": {
 392             "text/plain": [
 393               "<Figure size 1200x600 with 1 Axes>"
 394             ],
 395             "image/png": 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LCFf7piH0VIDH+n5juqb+tEuS9PzlXdQ2ppGLK6qdfi0jNOX89npy7lY99s0WdYgNVk9CczRAlQ6nnvhuqz5YtleSdNeQNrpjcKt6O+Y18vPWPcPb6ubzEjVvY4Z+252rLemF2pZRpC3phdqSXqi3f94tXy+reieEqX+rCJ3TOlLtYhq5dLBw4FTVOkSYPHlyjceGYSg9PV3fffedrr/++jorDGeWJ7/bqu2ZxYoI8tULl3d1mw9Wq9Wi5y/vol3ZxdqWUaT7v9yod8cy0CIaBsMw9MmvuzV3zQFJ0g0DW2twl9N3203jQB9d0qeFLurZTJv2H9KGfXnamV6gfdnFchpSblG5FqxP1YL1qfL3salLizAN7Binjs1CT1uNQH3bmVWke+aslyTdfG6iLuwS5+KKTs74cxK0/mC+vt2Qrr/PXKNv7+ivqEaE5mg4corLdcfHa6tnYHj4og4ad3bCaXnvYD9vXdErXlf0qupFm11UrmW7cvTz9hwt3ZmtzMJy/bIjR7/syNHT329TRJCPBraN0o39E9Q+Nvi01AjUpVqHCGvXrq3x2Gq1KjIyUv/+979POHMDcDTzN2foP79Vzdn74hVd3e4esgAfL708JkkXvbZUP27N0udrUnVZj6auLgtnOKdh6JOlfwYIYwec3gDhf3nZrEpKCFdSQrikqitFZXaHtqcVaO3uXK3dk6OCUrtWbM/Wiu3Z6tI8TDcObqNwvqDAzVVUOvWP2etUUuFQ38Rw3Tu8ratLOmkWi0XPXtpF2zOLtD2zWJNmrtXMCX3kTQ8iNABr9h/S3z9ao4zCMgX42PTcZV1cGthFNvLVqKQmGpXURIZhaGdW8e8hQrZW7MlTTnGF5iQf1Jzkg2oTHaThHWM0vGOMOsYFcyEKbqHWIcLixYvrow6codILDutfn2+QJN1ybqLObdMwB1I8kXYxwbpzSBs9Pz9Fj36zWWe3CldsY+bUhmscLq/UW/O3au2eqqsx153XSkO7NpyBP71sVgXZrNVjKDiNNtqdUahft2Vq8aZ0bdiXp/s/WqXrBrTW2e2iOaE6TZyGof3ZxcopLNOhknLlFVdIhqEuLcLUrkkI7XASXlm4XZvTChUa4K1XxiS5/S07gb5emnptD138+q9auTdPz36/TQ9c2MHVZeEMVmZ3aNrSPXr5x+2yOwwlRgbq7Wt7qHV0w7llyGKxqHV0I7WObqQb+yeootKp1fvyNHPFfs3flKHtmcXanrlTry3aqSYh/rqgS6zGn5NATx80aLUOEQYNGqQvvvhCISEhNZYXFhZq9OjRWrRoUV3VBg/ncBq6c/Y65Zfa1aVpY909zH2v0EhVIcgPWzK1/kC+7pmzXh/e2KfBzf0Nz5dVcFgvfr1RqXml8rZZdOPgturfPsbVZR2X1WJRq9jGahXbWMOSmmrq/K3anVmkt3/YptW7cnTT4DZq5O8eg9C5o6LDFfp5S4aWbEpXRv7hI57/NvmAmkUEatjvs2wENPAZBRqK1Xvz9NaSqnEQnrqks8eMl5MYGaR/X9FVt/wnWe8t3aMRnWIYHwEu8evOHE35YqP255VKkkZ2jtGzl3ZRIz9vF1d2fD5eVvVrGaF+LSNUUGrXopRMzd+UqZ+2Zys1/7De+Xm3Pvptnx68sIPG9IonwEWDVOszgSVLlqiiouKI5WVlZfrll1/qpCicGd5cvFMr9uQp0MemV8Z0k4+Xe1+h8bJZ9e/Lu+qi15bq1525emvJTk0a1NrVZeEMYRiGknfnaNqPKSouq1RIoI/uurCTEmPc617L2NAAPXRFN327+oC+XLFXybtydDCnRP8c3UXRIfTuqSsFJRVatStbm/cf0rq9uap0VM1v7udtU9PwQIUG+Sgk0FeHKyq1eleO9ueU6L0fUzRj8Xb1aBmpC3rEq0VUw7nS19AUltl116fr5DSkv3VvovM7x7q6pDo1vGOMrujZVJ+uPqh/fb5Bc/9xTp2OfA8cT25xuZ6dt02frq4aMDgm2E//Or+tRifV76DB9aFxgLcu6dZUl3RrqjK7Qz9tz9ZbS3Zp3YF8Tflio5btytVTl3Rq8MEIzjymQ4QNGzZU/3vLli3KyMiofuxwODRv3jw1adJwusuiYUvel6eXf58G57FRnZQQEejiiupGq6ggPTaqo/752Qa9uGC7eieEq3cCV2hQv4rL7Jq+MEWrduZIkhKjG+nOCzsp1M3GF/mDzWrVqN7NlZQQppe/3azMgsN69NM1uvvizkqMDHB1eW6ruMyudXtytWxbpjYdOCTD+PO5hKggDeocp7PaRMnPp+apwTVldi3emKZft2UqNa9Uv23P0m/bs9SpWagGdopVUkK4fPgCWc0wDE35YqMO5B1WkxB/PXJxR1eXVC/+b2QHLdqWrV3ZJXpj8S63mFUJ7m1HZpFmrzqgT1YdUHF5pSwW6bqzmuufw9t6xJdsP2+bhneM0dD20Xr3l916fn6Kvlmfps1pBfrght5qFs7xDw2H6RAhKSlJFotFFotFgwYNOuJ5f39/vfbaa3VaHDxTwWG77vh4nRxOQ6OT4vS37p4VPl3Wo6mW78rVF2tT9Y/ZazX3jnPcZj5wuJfDFZX6cX2qvl97UEWH7bJZLbqgR7xG9W7uEV/qmkc20sNXdNML/92ofdnFevqLdfrnxZ3kniOnnF6HKyq1J7NIuzIKtTuzSHuzipRTVF5jnZYxjdQtIUJdmocp4Tj3Dwf5eeuiXs11Yc9m2pddrHlrD2p5SqY27T+kTfsPyd/Hpp4tI9W/fbTaN2XshI9XHtB3G9LlZbXo9au7KdgDvtwcTeMAbz02qqP+PnON3lqyUxd0jnW7qSvRsB0qqdD2zKqpEr9en6a1+/Orn+vUJFiPXNTRI2+lsVotuuW8luqVEKbbZq7R7uwS/e2tZfpiYj+CBDQYpkOEPXv2yDAMJSYmauXKlYqM/PM0zsfHR1FRUbLZ3P+kFfXLMAzd/8VGpeYfVrOwAD0+upPHnXBaLBY9PrqT1h3I1+6cEt0zZ73eu55pH1F3yu0OLVifqm9X71dJeaUkKTbUXxOHdzjul0F3FBLoq/+7LEmvfLtJmw/k64WvN2tiW4lJII9kGIbW7snV3OQD2p5eUKOnwR/iwgJ0Vpso9WsbpeiQ2p2MWiwWtYhqpFuHt9elfVto0YY0Ld+epdyicv2yNUO/bM1Qm9hgXT+wjZpFBtXRXrmXbRmFevSbzZKkfw5vq24ePl3p+Z1iNLRDtBZsydS/Pt+gzyf2c3VJcDMHD5Vqzf585RSVK6e4XGn5h5Waf1h7ckqVU1wz+LRZLRrYNkpX94nXgDZRbjMd+Mnq3ixUX912tq6fvlLbMop0wwcr9cXEfgoJ4MIUXM90iNC8eXNJktPprLdi4Pmem5+i7zZWXaF5ZUySR3Q/O5pAXy+9dnU3XfLmMi3clqXpv+7VTf1Pz1zF8EyGYSgz/7BW78rR/HUHlV9SNTZNbKi/Lu7VXH3bRslmde9xRY7F38dLd13UWf/+eqO2HszXW1tteqBTsZpHh7i6tAYjt6hMHyzarnV786qXhQf5KjEmWC1jGikxupGaRQYp0LduPnMjg/11Zf+WuvzsRO1IK9Cv2zK1dGumtqcX6qHZybr2vFYa4qIpRV2ltKJSk2atVXmlUwPaRmrCOYmuLqneWSwWPT6qk37blat1B/L14fK9urY3Uxzj+ArL7Prg172auzFd2zKKjrtukxB/tYkOUt+W4RrdrckZN2NBdLCfZtzYW5e88at2Z5fo5g+T9eFNveXnzYVbuJapEOHrr7/W+eefL29vb3399dfHXffiiy+uk8Lged75eVf1SNWPj+7k8VdoOsY11oMXtNeD/92sZ77fqu7NQjx+n1G3DMPQvuxiLd2aqd+2Z6mg9M9BbSMa+erSvgnq1zba46/GSJKvt02TL+6sF75ar5S0Qr0yd6sev6qnAj00iDTLaRhatDFNn/y6W2UVDtmsFo3o1lRDujRRxGmYDcBqsahtkxC1bRKi0X1a6MMlO5S8K0czFu9QfkmFLj2rxRnTC+vRr7doZ1axohr56t+Xdz0j/i4lKaaxn+4b2U7/9+UmPT8/RQPbhLu6JDRQZXaH/rN8n95YslP5pXZJktUidWkaoiah/ooI9FFsiL+ahvorPjRAraKCFMhsMIoO9tP743rrsreWaeXePP3zsw165cqkM+YzBg2Tqb/M0aNHKyMjQ1FRURo9evQx17NYLHI4HHVV21G98cYbev7555WRkaGuXbvqtddeU+/evY+5/pw5c/Tggw9q7969at26tZ599lmNHDmy+nnDMPTwww/r3XffVX5+vs4++2y99dZbat2aUfXr0qerD+ipudskSfeOaKurejdzcUWnx7VnNdeyXbn6flOGxs9Yrc8m9vOYQSRRfwpKK7R0a4Z+2ZKh1N+nrpIkL5tFrWMbq1/bKJ3dLkbebj6jSW35edv0j5Ht9cB/flN2Ybnemr9Vky/uLOsZ8iX1r9IPlWrajylKSSuQJLWKDdb4wW3VJNw1nzFhQb76xwUd9dXKffrit73678p9Kiyt0A2D2nh8G/13Xao+WX1AFov08pgkhbvpoKYn66pezfTftWlauTdP93+5WZdHuboiz5dVWKYlKdnalFagikqnYhv7q1uzECU1C2mQ43As3palR77ZrH25Vce0VlFBuvW8lhrcLopxo0xoG9NIU6/roeunr9Q369PUJMRf953fztVl4QxmKkT431sYXHk7wyeffKLJkydr6tSp6tOnj15++WUNHz5cKSkpioo68oi1bNkyXXXVVXr66ad14YUXatasWRo9erTWrFmjTp06SZKee+45vfrqq5oxY4YSEhL04IMPavjw4dqyZYv8/M6sLlP15bsN6brv86rZPSack6CJ57V0cUWnj8Vi0fOXd9WBQ6XalFqosdNX6POJ/c647ng4MadhaMuBQ1q8KV3Ju3LkcFbd0O5ts6p7YrjObhetTs3Czrjg4K+C/Lx1U1uHXt7so/V78/T1yn0a3aeFq8s6rZxOQ3PXHNAXv+2R3WHI19uqK/olakiXJi6/MmWxWHRJnxZqHOCjDxZv1+JN6fLxsuqac1t5bI+EvTkluv+LjZKk2we1Vr+WES6u6PSzWi165tLOuuDVpVq2O0/hlRZd6OqiPJDd4dSPWzI1a+V+Ld2Zc9RxT6wW6dw2kbrl3Jbq29L1vUKKyuy674uN+m5DuiQpOthXdw9rq0u7N5WNK+m1cnarCD1zaRfdM2e9pv60S/Fh/rqmT3NXl4UzlFv1EXrxxRc1YcIEjRs3TpI0depUfffdd5o+fbruu+++I9Z/5ZVXNGLECP3zn/+UJD3++ONasGCBXn/9dU2dOlWGYejll1/WAw88oFGjRkmSPvzwQ0VHR+urr77SmDFjTt/OeSDDMPT6op3694LtkqTLezTV/SPbe+yJ5LEE+Xrp/Rt667Kpy7Qvt1Q3TF+lT245y2PHg6hPZXaHMgrKZEgK9vNSWaVTEUE+bj0/eWFphX7ekqHFm9KUVVBWvbxlTCMN6Bir3q2jFEB3zhqaBkrXn9dS7y3aoS9+26vEmGB1ae55I3QfTdHhCr01b6s27j8kSercLFQ3Dm57Wm5dqI1BnePk42XV2z9s0/x1qWoWGaRzO8S6uqw6V1Jeqb/PXKOSCod6J4TpjkGtXF2SyyRGBumRizvoX59v1HcHrBp7IF+9EplLpS7szSnR7FUH9FnywRqDDSbFh6hPQpgCfb20J6dEq/fl6UDeYS1JydaSlGxd0q2JnhjdyWW3BOzMKtYt/1mtXdkl8rJadGP/BN0xuLWCOKadtMt6NNXBQ6V6+ccdevi/m9UuJlg9mnOrbH0wDEOb0wr11dpUbU4rVHZxuQoP22V3OBUd7KdhHWM0ple84kL8XV2qS5j6K3711VdNb/COO+446WKOp6KiQsnJyZoyZUr1MqvVqiFDhmj58uVHfc3y5cs1efLkGsuGDx+ur776SlLVjBMZGRkaMmRI9fONGzdWnz59tHz58mOGCOXl5Sov//NDvLCwUJJkt9tlt9tPav88TWlFpaZ8uVlzN2VKkq7rE6/7z2+ryspKF1d2Yn+0YV22ZYifVdPGdteV76zUlvRCTZixSu9c213+Pu775fd0qXQ4teZAvj5bk6Z5mzJ02F6zN5TFIrWLbqS+iWHq2TxUbWOC1DTEv/qK7Km2Z6XdKcNRKcNilaG6C8AqHU4t2JCmL1ceUJm96jYwfx+bzm4bpQEdo9Us4s/R7Q1Hw/+7OV3++H9xTttw7cwo1JItmXrz+y168qpuCvPwLuTbUgv09o/blVtULh8vq647N1Hnto+WxWJpkL8jZ7eJUE5BM32+Yr/+s2Sn2kQHKfooJ1t/1H6ifTAchgyHU5V2u+xyfY8ch9PQpFlrtSW9UKEB3nrh0k4ynA7ZnfV7W2dDdknXGC3ZlqnvN2fpzk836MuJZymUkeRPSrndoYXbsvXJ6oNatvvPAVMjg3x0WfcmuqxHEzULO3KGlb25JXp/2T7NXnVQX65N1Za0Ar15ddJR1zXjZI+hK/bk6ZaZa1VS7lB0sK9eH9NVSfEhkgzOlU/R389toZT0Qn2/OVN/n5ms2eN7q2mouS+y9XGO60kOlVZoxZ5D+nVXrpbuyNHB/LJjrGfXtowivb5ohwa1jdR1ZzVTPxf1/HFVW1oM42idoWpKSDA3qrzFYtHu3btPuaijSUtLU5MmTbRs2TL17du3evm9996rn376SStWrDjiNT4+PpoxY4auuuqq6mVvvvmmHn30UWVmZmrZsmU6++yzlZaWptjYP6+QXHHFFbJYLPrkk0+OWssjjzyiRx999IjlVz49W2c19VOLoKovNmeqgyXSx7tsOlhikc1i6LIEp/pFn/DX7IxwoFh6bbNN5U6LWjYydHN7h/zIEY7gNKTNhyxanmXR9gKL7M4//6B8rFW/SxVOi6wWQ07jyD82H6uh2AAp0MtQqK/UOthQpzBD3q7/3iFJSimw6PM9VmUerqq9aaChc2OcSgo35Mvvg2l2p/TKJpsOlFjUKtjQbR0c8sTesZVO6dPdVq3IrvoFjvQzdGMbh+LcYHgVpyG9scWmnYUWNQ8y9I+ODtkayN/hqTAM6fM9Vv2SaZW3xdBtHR1K8KzZVU/a4Urp+Q025ZZb1CrYqYntnTrD78IypdIp7SiwaOMhi9JKLTpYLNl/P75ZZKhdiKF+0YY6hhim/oZ2FUrvb7epyG5RgM3Q9W2cahdyes7FdhVKU7faVPH7uc4NbRwKJkuqU2WV0oubbMo8bFGYr6FJHRwKb1gd0hqsCoeUXSZll1lUWCHlV1iUViqllVpUUFHzJMJmMdQlzFCHkKrzSX8vQ1ZVrbs8y6qdhX+uf060U6NbnP7Pu9LSUl199dUqKChQcHDwaXtfUz0R9uzZU991uJUpU6bU6OFQWFio+Ph4Lcu06rd8L7WLaaSBbSOUEB6oPgmhZ0Q3l315pfo8OVULt2Vre1axJCks0Fuvj0lSrxbu1c3KbrdrwYIFGjp0qLy96/6Wg577Dmn8f9ZqV1GlZqaF6b3runOl5ncVlU4t2Jqlt5bsrv49kqRGfl46v2O0LuveREnxjSVVfTmxWqSsonKt2ntIy3fnaUNqoXZlF6vCIe0rlvR7z4FfM6UQf29d2j1OV/WKV/Nw81dkSuxO/ZJeIn8vq3xsp/YNNa+4XLOW7tHKnTnV+3VFvxY6p320xw88V1cMR6Xy1y1VSFJ/WWxeur31YT30yTrtLHRoqZGoUT09a9DWkvJKTZ27VVuzC2SxSAM6xOjKfi3c6haX29qW6/9mr9G+4qo2Gt2jZhv9tU2PpcJh6HClU+fEBirQxYng64t36ZfMXbJYpBevTNKIjtEurachsdvtOlS+QK9t89XOQmlFZbyeGNXhjLuV0Ywyu0NLd+Zq/uZMLUrJVmFZzd44McG+urR7E13eo4manMS55OWFZZr08XqtP1igt7fZdM+w1hp/du1mTKntOdGa/fm6f0ayKpwOnd0yXG9fkyRfpiOsF/0GlOm66au1N7dU7+0O0kc39VR86PHPb+r7HLehcTgNJe8/pCUpOdqYWqC9uaXKKCw/7mtaRgbq7JbhOrtVuM5KCFWAz7GPSzuzivXhb/v18aqD+iXTqgKvEL1yZVfTPUPqQm5u7ml7r/91Smchf3RiOB0HhoiICNlsNmVmZtZYnpmZqZiYmKO+JiYm5rjr//HfzMzMGj0RMjMzlZSUdMxafH195et7ZLfZCzpFa9GeEm3LKKqe99ZqkQa0jdI1fZppQNsojxlEptLh1PLduVq8LVtLUrK0O6ekxvMXd43Tfee3c+sAxdvbu14+YM9qFaWPJ5yl66av0IaDhfrb1BV6ZUySepwh93T/lWEYWr47V1+uSdX8zRnVJ1GNfL109VnN9LduTdU6KuiYA8Y1DfdR0/BGuuT3LyaVDqf25pZoR2axCsvsSkkv1Ber9yr/sF3Tft2nab/u08jOMXrowo6KaXzi2N5LTllsXrLYrLKcQoiw5cAhvf79FhUdtstikYZ0aaJLz2pxxk9ReLKq2sRLseGNdP3A1nr7h236cuV+dWgWrjZxjV1dXp3IKSzTC19vUGpuqfx8bLpjZEd1dsPPiYgQL90wsI3enLdV3yQf1Dkd4446hsMfbXosFhmyGE55eXvL24UhwptLduqVRVXTFT9wQQddlNTUZbU0VHGB0stXdNGtM9fq0+RUtYkJ1vhzEl1dVoORklGkt5bs1IItmSqp+PP2l4ggXw3vGK0+ieFqH9NIraKCTukcOz7cW5/e2lcPfrVJn64+qOfm79DWjBI9e2nn434xOpoTnRM5nIZmrtinJ77dqgqHU30Tw/Xe9b24bbMexYd765Nb+uqqd37T7pwSXTtttT6++Sw1NzFDT32d4zYUB/JK9f6ve/XdxjRlHiU0aOzvrRYRgYpr7KeIIF+1jWmkdjGN1CamUa1mN2nfJFRPXxqqYR1jdden67QhtVCj3/pNr17VTee1OT1jwriqHU8qRJg2bZpeeukl7dixQ5LUunVr3XnnnRo/fnydFve/fHx81KNHDy1cuLB6mkmn06mFCxdq0qRJR31N3759tXDhQt15553VyxYsWFB9O0RCQoJiYmK0cOHC6tCgsLBQK1as0MSJE2td4xOjO8rq10gLtmRq9b487cwq1pr9+Vq0LUuLtmUpJthPQzpEaXz/RLVww2n+CsvsWrs/X6v35umLNalKzT9c/ZzNalHfxHBd0StefRPDFdnIs+9NPlWdmzbWp7f01fgZq7U/r1SXvrVcF3SO1cMXdVBUAxsgrb4Ul1fqizUH9eHyfdr5P70OIoJ8dd1ZzXXD2S3U2L/2H4xeNqtaRTVSq6iqvsV2u12dnLsU0LKnPlmdqiXbszV3Y4Z+3Zmr967vqV4t6vdLmWEYmr/uoD7+ZZechtQ8MkgThrZT88igE78YpvRvH6NN+w/p122ZenPeFj15dU+3D2d2Zxbq5W826VBJhUICfXTPqM5qHum+/eXPahOlxZvStfVgvmYv3aVJIzu6uqRaMwxDby7Zpefnp0iS/jm8rW7qb+52zzPRwLaRun9kez3x3VY9OXer4sMCNLzj0S/6nCkO5JXqhR9S9PX6tOqZFWIb+2lEpxid3ylWPZqH1vnFJl8vm569tIs6N2msR7/Zom/Wp2lXVrE+GNerzs43dmYVafKn67XhYNV0s0M7ROuVMUkECKdBdLCfZt98lsa8+5t2Z5fokjeX6bWruunsVmfeLDHpBYe1dn++ftyaqW/Xp6vCUTWGViM/Lw1pH61+LcPVMipICeGBdT6t6MB2Ufr29v66beYarT9YoPEzVumNq7trmAd/5tU6RHjooYf04osv6vbbb6/+Mr58+XLddddd2r9/vx577LE6L/IPkydP1vXXX6+ePXuqd+/eevnll1VSUlI9W8PYsWPVpEkTPf3005Kkf/zjHzrvvPP073//WxdccIFmz56t1atX65133pFU1YPizjvv1BNPPKHWrVtXT/EYFxdXHVTUVmigj67oFa8resVLknZnF+vjlfs1J/mgMgrL9NFv+/V5cqoeuLC9ru7drMF27zMMQ7/tztOyXTnak1OinVnFSsksqjGdUFigj4a2j9aAtpE6u3VEg5yXuCFrE91I39zeX098u0Wfrzmo7zam65cd2Xrwwg66rEfTBvu7caoO5JXqvV926/M1qSour+p1EOhj06huTXRx1zj1ahFW5ydRNos0uF2URnRuoq3phbr3sw3amFqga95boZevTNLIzvUzanxFpUPvL9qupVurekSd3S5aNw5uIx83nk2iobp+QGvtSC9QVkGZpi1M0e0jO7rt39DSrRmatjBFlQ5DTcIDdM/FXRrc7Au1ZbFYdM25rfTgx6u1Yke2hqTmq12TEFeXZdqhkgo99u0Wfbk2VZJ055DWum3gmTsTg1k39U/QruwSfbxyvyZ+lKx7R7TTzeckunwq0tMtr6RCs1ft1+uLdqr0954HIzvHaPw5iUpqGlLv/z8sFouu69tCbWOC9feZydqSXqjLpi7XK2OS1K3Zyd9yWulw6v1f9+rfC1JUZneqka+XJg9roxv61e6WCZyaqN+DhBs/WKVNqYW65r0V+lv3JppyfnuPv6h38FCplqRk67/rUrVq76Eaz53dKlzj+iXonDYRp2UWr6ahAfr01r66+9P1+nZDuv4+c41ev7qbRnTyvJmJJJMDK/6vyMhIvfrqqzUGK5Skjz/+WLfffrtycnLqtMC/ev311/X8888rIyNDSUlJevXVV9WnTx9J0oABA9SiRQt98MEH1evPmTNHDzzwgPbu3avWrVvrueee08iRI6ufNwxDDz/8sN555x3l5+erf//+evPNN9WmTRvTNRUWFqpx48bKyclRePjRR+Ysszv0684cvffLHi3fXXXvyoC2kXp8VCfFn+SIufXB7nDquw3peufn3dqSXnjE883CAtSzeaj6tgzXRV3j5OeB97nZ7XbNnTtXI0eOPG1dhLakFerez9drU2rV//Nz20TqgQvaq020+155/Kvi8kq9vminpi/dU50OJ0YG6vq+LfS37k3qbcrLo7Xn4QqHbv94rX7cmimLpapL8rGuKBbbnVqSWlzrMRFyi8r0yrebtSerSFaLdPU5rTQsqQknVqfIcFTqUPIShfYYcETX990ZhXpszlo5nIbGDWqjQZ3jXFTlyVu1M1uvzd0sw5B6tozQ+KFtFejrOQHt+4u2a9HGNDWPDNJjY3rIarUct03/1x9jIgxoEqSg03Q7g9NpaE7yAT3z/TYdKrXLapEevLADX5KO46+fuXaHU/d/sVFzkg9Kkvq1DNcLl3d169sdzTAMQyv35GnWyv36fmNG9XGvd0KYHrqwgzo1cc1tV/tzS3Xd9BXal1sqi0W68ewE3T2szTFvbzjWOdGWtELd98WG6t4H57SO0L8v73rG9KZsiMrsDj327RbNWrFfUtVtoXcPa6Nrz2our99H43TFOe7JKq2o1LoD+Vq7P19r9h3S9qwiOX+foMswDBWVVaqo/M9xRCwWqWNcsLo3C9WopDiX3SZc6XDq7jnr9d91abJZLXrpyiRd3LX+zkdyc3MVERFx2gdWrHWIEBISolWrVql169Y1lm/fvl29e/dWfn5+XdbnFsyECH9wOg1N/3WPnpufoopKp/y9bfrHkNYa3z+h+g/cFQzD0H/Xpem5eduU9vtc9f7eNp3fOUbtYhopISJIXZs2PiMODq76gK10OPXuL3v00o/bVVFZ9Sk5qF2U7h/ZXq2i3Lfru9Np6LPkg3pufkr1/Nb9W0Vo4oCW6tcyvN5PxI/Vng6noYe/3qSPfqs62N41pI3+MaT1Ea8/mRBhW2q+XvtuswoP2xXk56VJ53dUx1O42oM/negL53fJ+zV76W5526x66IpuahHlPkHclgOH9Px/N6jSYWhAp1jdOKiNx31RLTpcoXs+WKHSCoduHtpO53SIabAhwua0Aj341Sat2Z8vSWoX00hPjO6knvV8C5S7O9pnrmEY+njlAT3+7RYdtjsU7Oel5y7r4lFX6MrsDu3MKta2jCKlZBRqcUp2jVv1ujRtrLF9W+hv3Zq4vCfGoZIKPf7dFn2xpqpnTWxjP/1rRDtd3DXuiNr+tz0tVpuS9x3SdxvTNXPFfjmchoL9vPR/F7TXFT3jPe7zyl2t3X9ID/13szamVgU87WIa6aELO6hvy3BVVlY2+BBhS1qh3li8Uwu2ZlafDx+LzWpRl6aNNbJTrC7qGmdqrKvTweE09M/P1uuLNamyWKRHLuqo6/u1qJf3cpsQ4fbbb5e3t7defPHFGsvvueceHT58WG+88UadFugOahMi/GFnVrHu/3KjVu6pmvv3gi6xevnKJHmf5iDBMAwt3ZmjV37codX7qroBRQT56oZ+zXVNn+Z1fs+QO3B1Srsru1jPzdumBVsy5TSqktURHWN087mJp9Tt0BU2HizQA//dpPUH8iVJCRGB+r+R7TW4fdRpO9k4XnsahqG3ftql5+ZV3eP82lXddNFf0uLahAiGYWjhhjR99PNOOZyGmkUE6s6LOiky2LOvuJ1OJ/rC6TQMvfT1Rq3bm6eIRr567KqeanQSY2ucbpv3H9LL321SWYVDPVtG6PaRHV3+RaO+/BH0hAb56PmxfeRjNRpUiJBTXK5XftyhmSv2yWlU3W5119CqLtquDPvdxfE+c3dnF+uuT9dXHxNu6p+gf41oJx83mwPyj8Glk/cdUkpGkVIyi7Q3p0TOv5xRB/jYNCopTlf3bq7OTRvegK9LUrL0wFebdPBQ1RhXXZo21g39WighIlARQVXd4IsOl+uTeb/okH9T/bQjRwWH/5yTfmTnGD1yUccz4gKTu3E4Dc1etV/PzUupbrPeLcI08bwEFaSs0AUXNLwQIbuoXC8uSNHsVQdqjBnSvVmoujULUecmjat7QFssUoCPl5qE+DfYsTecTkMP/neTZv7eM2Rs3+Z66MIOdX4cyczKVkx0lHuECB9++KHi4+N11llnSZJWrFih/fv3a+zYsTV+If8aNHiqkwkRpKovHJ+sOqAH/7tJdoehER1j9OpV3U7bwXRnVpGmfLGx+h4iXy+r7hjcWjf1T/DI2xTMcnWI8Ifd2cV6+vuqMOEPvRPCdPfQNuqTaP73zBXySyv0wg8pmrlivwxDCvL10h2DW+mGfgmn/WTRTHs+PXer3v55t3y9rPr0lr7qGh9S/ZzZEMFe6dSMJdv10+YMSVUDyY0f0papreqYmavWJeV2PfRxsrIKytSpWaj+OapLg/5C/uu2TL27YJscTkMd40M0+eLOHj1uRkWlQ//6cKVyiso1snu8xvRr3iBChIpKp97+aZem/rSresT8C7vE6oELOjSYq1vu4ESfuXaHU8/PT9E7P++WJHVrFqLXr+5+UlMYnm7llQ7N/G2/3vl5tzIKy454PiTAW+1iGqldTLA6xgVreKeYBj9eVJndoWlL9+jNxTtrzBRxLKEB3hrYNkqjujU5baPP4+TllVTolR+36+OVB6pvqYn2N3TLoPa6tGezkxrAuq45nIamL92jVxbuqB4r68Iusbr1vJbqGBfs1j1cDMPQ1J9269l52yRV3fbzxjXd6+xzobSiUje9+7NmTxrc8EOEgQMHmtuwxaJFixadVFHu5mRDhD8s3JqpiR+tUYXDqXPbROrVMUkKCai/HgB/7Tbv62XV1X2a6dbzWiqaNLnBhAh/SMko0js/79Z/16Wq8vfLHH/r3kT3j2xffaWgocgoKNP7y/Zo1m/7q+9TG5UUp/8b2d5lVyrMtKfDaWjCh6u1aFuWIhv56j839Va7mKoPYjMhQk5hmd74fot2ZhTKYpGuPDtRI7vTtbM+mO36fiCnWI98skYVlU6d2yFGNw1pK2sDaw+H06kvV+zTf1fukyT1aROpW4a2l7ebXZU9GWt35+jFbzbJYpEevqyrQg8muzRE2JxWoPs+31jd/bdL08aacn579W3ZsAPbhsjsMfSHzRm6Z856FZZVKiTAWy9dkaSB7aJOY6W1s3JPnu7/cmP1LQqhAd4a2C5KHWKD1Sa6kdrGNFJUI1+3/dzPLirXf5bv1U/bs5VdVK6ckgrZLBb5eVvlpwpd2D1BwzrFqnuzup9BAvUvo6BMU3/apU9XH6ge3NPHy6phHaJ1ec94ndMqwiVhe05xuf4xe61+3Vk1XlyXpo310IUdPO62sXmbMnTXJ+t02O5Q66gg/eemPqccTucWl+vGGau1dmeaDrx8RcMPEXCkUw0RJOmn7dm65T+rVWZ3qllYgGaO71PnAy6m5R/Wl2tTNWvF/urpGQe0jdRTl3T2+AGOaqOhhQh/SC84rFcX7tTsVVVX94P9vPTPEe10Te9mLr/Kanc49daSXXpt0Q7ZHVUfKW2jG+mRizu6/CTcbHsWldl1+dTl2pZRpEZ+Xpp2fS/1Tgg7bohgGIZ+2pyhmb/sVFmFQwG+Xrrt/A7q4qLBfM4EZkMESVq9M1uv/j5I4ZAucRo7oHWDOcHfvP+QZv2yU/tzSiRJ53drqjHntGxwQUd9enPeFi1PyVLTsADd1bpQkb1Of4jw2+5cvffLbi3cliXDqLqS/OjFHXVRlyPvDYc5tTmGHsgr1W2z1lQPzvf3AS01eWibBnXbSEGpXc/M26qPVx6QJEUE+eiuoW10eY94t7sN42Q01HMinJy8osN6cuYCbSgN1o6skurlkY18lRAeqLgQP/VKCNPQDtGKalS/F382HizQLf9ZrbSCMvl72/TwRR10Rc94j/3s3ZRaoJtmrFJmYbmahQXorWu7q2Pcyd3mtD+3VNe/v1J7ckrUyFKhTc/8jRDBHdVFiCBVXQm59aNkHcg7rNjGfpo5vo8S62AueafT0Ns/79bLP25X+e8DlIQH+uhf57fT5R48leDJaugHzLX7D+mBrzZpc1rVTA5DO0Tr31d0dVmXye2ZRbpnzp/zQ/dqEapbzm2pQe2iGsSBoDbtmV9aofEzVmv1vkPy8bLq2Us7a2inuKOGCKl5Jfrop53atL/qdqBWscG6dVh7RRPI1avahAiS9Ou2DL09f5sMSSN7xGvM2Yku/cxLzS3R7KW7tG5v1Xg4Ab5eGjeojc5q03CvwNaXosMV+td/VqnosF3nN3XoqtHnnbYQobSiUs98v00fLt9XvezirnG6f2R7bl04RbU9hpZXOvTkd1ur22Jg20i9dnV3BfnWehbyOmUYhr7ZkK7HvtlSPSjwmF7xuu/8dvXaW7ShaejnRKidP9rz/PPPV0rWYX2WfEBfrE1VUVlljfUsFqlXizBd3qOpRnaOVWAd/z1+ufag7vt8o8ornUqMCNTb1/VQaw+akexYDuSV6pr3Vmh/Xqm8bRbd2D9Btw1sZfoc3uE09MWag3rs2y0qKqtUkxB/vXpJK/Vs17zhhwhlZWV67bXXtHjxYmVlZcnprDlq5po1a+q0QHdQVyGCJGUWlunqd3/TruwSRQT5auq13U+pS0+Z3aF75lTNVypJPZqH6spe8brYQ6dnrAvucMB0OA3NWLZXz3y/TRUO13wAF5dX6rWFOzRt6R5V/j5C8+OjO+nirnENKpiqbXuW2R2aNKtq+kdJOq9tpBLjw9UsPFBRwb7KKy7XL1sztHBDmhxOQ942iy7tm6Dzu3luet6Q1DZEkKTFm9I0feF2SdLFvZrp0r4Jp+2Kf0m5XTvTC7Uro0hbDh7S9tQCGaoaUXpwlziN7t3CLQZ+rC/LUzL15ryt8rIYevranooJO/ZnWF2FCGv2H9Ldn67Xnt97gYzpFa/x5yS69Sw4DcnJHkO/Xp+mez9brzK7Ux1igzX9hl4uC3QyC8v0f19u1I9bsyRJLSMD9fTfuqh3wpnXy8wdzolg3rGmvd6cVqC0gjLtzSnRwm1Z1YOfSlWDy17UNU7X92uh9rGn9iW1sMyuF+anVIeGg9pF6eUxSQ1+7JC6lFtcrilfbNQPv495FhZY1bvp6t7NjnmrkMNp6NsNaXp14Q7tyq46dnVrFqK3r+0hm73EJbMz1DpWuummm/TDDz/osssuU+/evRvUlwVPEB3sp09u6atr31uhbRlFumzqct14doLuO7/2oxfvySnR7R+v0abUQnlZLXp8dCeN6cV92p7AZq1KL3s0D9XEj5K1O6dEf3trmd4d21NnnYZBF9fsP6TbZq5R+u/TgQ5pH60nL+nkEWNq+Hnb9PZ1PfTaoh16deEO/ZSSrZ9Sso+6bvfEcF19TktFh9TtrUeoWwM7xanC7tRHP+/U16v2a39OiW4c1Eah9TSmSHbhYa3Zlavk3TlKSc0/YsT2Hi0jdOXZiYoN5ffmrDZR+mlzujYfyNdHP+/W3aO61NsxqqLSqZd/3K6pP+2S05Bigv303GVddC6DwzUIF3eNU7OwAI2fsUpb0gs18tVf9OjFHXVhl9jTdt5S6XBq9qoDem7eNhWWVcrbZtFtA1tp4oCW8vXgwU5xZvP3sdW4YHnH4NZKzT+sr9am6tPVB7Qvt1SzVx3QJ6sP6JKkJpoysr0iG9Xu+Ol0GvpszUE9N2+bcoorJEmTBrbS5KFtzrgLMOFBvnr7uh5atC1LT87dqt3ZJXrwq02asWyvhnaIVv9WEQr09ZLDaSivpEJb0wv133Wp1eFBY39vTRzQUuP7J8jLZlVubskJ3rF+1LonQuPGjTV37lydffbZ9VWT26nLngh/KDhs1xPfbtGc5IOSqqZlmXZDTzUykdRVVDr17i+79erCHSqvdCo0wFuvX91dZ7eKqJPaPJ27pe65xeW65T/JVV3wbVb9+4quR0xTWJc+Tz6oKV9sVIXDqfgwfz1yUUcNbh9db+93qk6lPXdlF2var3u1fE+esgvKVFxml5+3TR3iQzSkSxN1ZuyD0+5keiL8YcmmNH24pGrcDj8fm4Z1baLuiRGKjwg8pdkQDMPQvuxiJe/K0ZrdOdXjHPwhJsRfLWOC1SomWEkJ4YrwgLCtLqXlFOr+WclyGBbdeWEn9Wh59GPVqfRE2JJWqLvnrNfW9KrbwC7p1kSPXNRRjQMa/me8uznVY+iBvFLd/J/k6rYa3jFaD1/Usd7HbtqWUai7Pvnzd6RL08Z67rIu1YPsnqnc7ZwIx1fb9jQMQyv25OnD5Xs1d2PV7FPBfl66d0Q7Xdkr3tTU9Gv3H9Ij32yp7t2QGBGoRy7uSICrqjHFZv62T/9esP2IW0r+qrG/tyack6Dr+7Wo8X0wNzfXPXoiNGnSRI0aef49K67W2N9bz1/eVcM6xmjyp+u0cm+ernlvhV66MkktjzNOQvK+Q7r/i41KySySVDWVyLOXdmHgRA8WHuSrj8b30Z2z12ne5gzd/vFaLU7J0r3D29VpV1CH09Bz87bp7d+n5RraIVovXZnk8vtW61PLyCDdf0GH6jERbBZDNqvnD6TlqQZ0ilNidLCmLUzR7swifb1qv75etV9WixQXFqi4sAB526wqKK2QYUhWq2SzWGS1WmS1WGSzVv3bz9umQD9vWSQdyC3RvqwiHSqpqH4fi0VqG9dY3RMj1KNlhKIa8/l7PLGhARoYZ+jHVIs++mmH2jcNUUAdfa7syy3Ryz/u0FfrUmUYVd1Gn7qkk0Z0iq2T7aPuxYcF6L+3na03Fu/UG4t3av7mTP20PVu3ntdSE85JrPN7sw3D0LSle/TcvBRVOKouvPxjcGtde1bzBjXAI+AKFotFZyWG66zEcK0/kK//+2qjNqUW6oGvNun1RTt1Xd/muqp3M4UF/jlOiGEYKiyr1LoD+fpk1f7q8CHQx6Z/DGntkum+Gypvm1U3nJ2g0d2aaNG2LP28PVtr9ufL4TRks1oU7O+lxIgg9UoI0+ikOFMXk0+XWvdE+P777/Xqq69q6tSpat68eX3V5VbqoyfC/9qUWqBrp61QfqldNqtF3ZuF6Lw2kTqvTZRaRAQop7hCG1ML9M36NC34/f6a8EAfPXhhB41Kalj3p7sDd03d//iS/84vu2UYVVP33P57N8xTPRFKLzisez/boF925EiSbhvYUncPbesWXdBOtT3NTPGI0+dUeiL8wWkYSt6VoyWb0rUnq0hFh+2nXJePl1Vdmoepe2KEkhLC1Mj/zBl47VQZjkplrFyi57YGKqeoXN0SwnXnRZ2OGLeiNj0RMgrK9NqiHfpk1YHqqXEv6BKrRy7qWOtuuKidujyGbkkr1CNfb9bK3wci9fe2aXD7KF3SrYkGtI065akGKx1OTfliY3Wvz0HtovTspV34Hfkf7npOhKM71fZ0OA19uHyv3li8s/q2BF8vq85uFaEAH5syCsq0Nb1QJb9PI/mHv3VvovtGtHPZdN+ezG16IvTs2VNlZWVKTExUQEDAEb+AeXl5dVYcqnRq0ljfTOqvh/67SYtTsrVq7yGt2ntIL/yw/Yh1LRbp8h5NNeX89goN5CT2TGKzWjRlZHsN7xSjp+du1aq9h/TvBdv1yeoDGtg2Ss3DA9QiPFDdm4fWSIyPxzAMzVl9UI9/u0VF5ZXy9bLqucu6aFRSk3reG6D+WC0W9WoVqV6tImUYhg6VVGhvVpGyC8pU6XSqcYCPrBaLnIYhp9OQwzDkcP7+b6ehMrtDxWV2ORyGmoQHqFlEkBKiG53SLRFnOl+bNGlEOz35xQat3ZOr9xdu17jBbWo9AGZeSYWm/rRLM5btrZ6N6Lw2kbpnWFt1bnpyU2nBdTrEBeuTW87SdxvT9e8ftmtPTom+3ZCubzekq3l4gO4e1lYXneSYCesP5OvB/27ShoMFslkteviiDrrurOZceAGOw2a1aNzZCbq6TzN9tyFd7/+6VxtTC7RoW9YR6zYJ8de5bSI1tm/zUx6QEQ1PrUOEq666SqmpqXrqqacUHR3Nh+1pEh8WoPfH9daBvFL9vKNqoLdfd+aopMIhP2+rWkUFqW9iuK7sFa9WUdxucibr3ixUn97SV1+uTdUjX2/WwUOH9Z/f9tVYp3VUkPokhql3Qrj6JITVGBDRMKoGctmWUaS3f96tn7dXDSqYFB+iFy7vwu8XPIrFYlFYkK/C6mmQRZiXGN1INw9rrzfnbdGSzelyOA2NH2Kux9POrCJN/Wm3vlmfVh0e9GoRqnuGtVWf0zDYLOqPxWLRhV3idEHnWG04WKD/rkvT52sOal9uqe74eK3e/3WP7hrSRv1bRZj6XckoKNPj327RdxurZq1q5OelF69I0tAODXdsH6Ch8fWy6W/dm+qSbk207kC+tqYX6bDdoYggH3WIDVZciH+d33qEhqXWrbts2TItX75cXbt2rY96cALxYQG6pk9zXdOnuRxOQ3aHU75eVsIc1GCxWPS37k11fqdYLdqWpU1pBdqfV6rtGUXakVVc/fPRb/slVaXFoYHeOlRiV3ZRuSocf07d6uNl1d1D22j8OYmn3HUUAI7nrDZRMgxDU+dv1S9bM1Rmr9SEoe3k73Pk6Uqlw6mVe/I0c8V+zd2Urj9uzuzcpLHuHtZG57WJ5NjoQSwWi7rGh6hrfIjuGd5G037Zo7d+2qW1+/M1dvpKNQnx1xU943Vd3+ZH7W1XUenUxyv36/n5KSour5TVIo3uRhdr4FRYLBZ1axaqbs1CXV0KTrNahwjt2rXT4cOH66MW1JLNapHNSvdZHJu/j00XdInVBV3+HEQsr6RCq/bmacXuPK3cm6staYVKzT+s1Pyaf9cxwX46p3WEbjmvJfOnAzht+raNltVq0VvztmrVzhztzlylEd2aqnvLSHl52fTrjmwt3pqpH7ZkKu9/BrQc1iFat5zXUt2bhRAeeLgAHy/dPri1rugVrzcX79QXa1OVmn9YL/0+hedVvZvpb92bKLaxnzalFWrR1kzN3ZSh7KJySVU96566pLM6xNHFGgBORq1DhGeeeUZ33323nnzySXXu3PmIMRFO54AOAGovLNBHwzvGaHjHGElSYZldW9MKVVrhUOMAb0UH+ykyyJeRcwG4TJ/WUQoN9NUb329RblG5Zv68SzN/3iW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\n"
 396           },
 397           "metadata": {}
 398         }
 399       ]
 400     },
 401     {
 402       "cell_type": "markdown",
 403       "source": [
 404         "Dicho periodo es de aproximadamente 3.9 milisegundos, lo cual corresponde a una frecuencia fundamental de unos 256 Hz. En música, una frecuencia de 256 Hz se acerca más a una nota `DO` de la 4° octava.\n",
 405         "\n",
 406         "A su vez, en la Figura 5, podemos observar visualmente una nota producida por un saxofón. Como es propio de los instrumentos de viento, sus notas son más fuertes y resaltantes que las del piano, así como de mayor energía según puede evidenciarse por los picos del gráfico."
 407       ],
 408       "metadata": {
 409         "id": "38xvvvq7sDbC"
 410       },
 411       "id": "38xvvvq7sDbC"
 412     },
 413     {
 414       "cell_type": "code",
 415       "source": [
 416         "title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo (saxofón)'\n",
 417         "graph_data(file1_time, file1_data_normalized, title, 5, 13.4, 0.02, 13.40642, 0.0022);"
 418       ],
 419       "metadata": {
 420         "colab": {
 421           "base_uri": "https://localhost:8080/",
 422           "height": 586
 423         },
 424         "id": "lX46VNJYsC6w",
 425         "outputId": "551ebcb0-af19-4b51-e809-306e08445f4d"
 426       },
 427       "id": "lX46VNJYsC6w",
 428       "execution_count": 13,
 429       "outputs": [
 430         {
 431           "output_type": "display_data",
 432           "data": {
 433             "text/plain": [
 434               "<Figure size 1200x600 with 1 Axes>"
 435             ],
 436             "image/png": 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\n"
 437           },
 438           "metadata": {}
 439         }
 440       ]
 441     },
 442     {
 443       "cell_type": "markdown",
 444       "source": [
 445         "\n",
 446         "La nota producida por este instrumento también tiene un periodo claramente distinguible, de unos 2.2 milisegundos, lo cual corresponde aproximadamente a 435 Hz y se acerca a una nota `LA` de la 4° octava (tomando como referencia el piano)."
 447       ],
 448       "metadata": {
 449         "id": "Pd2WL0cLnFLH"
 450       },
 451       "id": "Pd2WL0cLnFLH"
 452     },
 453     {
 454       "cell_type": "markdown",
 455       "id": "4473673d-1b28-44b3-b022-b781aeda34d3",
 456       "metadata": {
 457         "id": "4473673d-1b28-44b3-b022-b781aeda34d3"
 458       },
 459       "source": [
 460         "### Diferencias entre Instrumentos de Percusión y Armónicos\n",
 461         "\n",
 462         "De manera análoga al análisis realizado para la Figura 1, se analiza la Figura 2, correspondiente\n",
 463         "al segundo archivo, queriendo hallar diferencias notables entre los instrumentos de\n",
 464         "percusión y los armónicos."
 465       ]
 466     },
 467     {
 468       "cell_type": "code",
 469       "execution_count": 14,
 470       "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
 471       "metadata": {
 472         "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
 473         "outputId": "81216785-d8d3-49a3-dba3-afdd1c79d5db",
 474         "colab": {
 475           "base_uri": "https://localhost:8080/",
 476           "height": 586
 477         }
 478       },
 479       "outputs": [
 480         {
 481           "output_type": "display_data",
 482           "data": {
 483             "text/plain": [
 484               "<Figure size 1200x600 with 1 Axes>"
 485             ],
 486             "image/png": 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\n"
 487           },
 488           "metadata": {}
 489         }
 490       ],
 491       "source": [
 492         "title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo (percusión)'\n",
 493         "graph_data(file2_time, file2_data_normalized, title, 6, 6.0, 0.1);"
 494       ]
 495     },
 496     {
 497       "cell_type": "markdown",
 498       "source": [
 499         "En este archivo de audio los instrumentos son enteramente de\n",
 500         "percusión; por ello, la forma de la onda resulta más irregular y\n",
 501         "aperiódica a la vista que las de las Figuras 4 y 5. Esto imposibilita\n",
 502         "la distinción de una frecuencia fundamental o \"notas musicales\" en los\n",
 503         "sonidos. Sin embargo, al escuchar el audio se puede notar como el rol de\n",
 504         "estos instrumentos (batería y platillos) es el de marcar un ritmo claro\n",
 505         "imponiendo tempos a través del contraste entre los sonidos; y por esto se\n",
 506         "puede notar cierta repetición (a partir de cada pico por arriba de los 0.5 de amplitud) en el esquema de la onda a pesar de su\n",
 507         "aparente falta de periodicidad."
 508       ],
 509       "metadata": {
 510         "id": "LFTmCa4XVJM-"
 511       },
 512       "id": "LFTmCa4XVJM-"
 513     }
 514   ],
 515   "metadata": {
 516     "authors": [
 517       {
 518         "name": "Martin Javier Klöckner"
 519       },
 520       {
 521         "name": "Matteo Aguilar Cafferata"
 522       },
 523       {
 524         "name": "Victor Nicolás Chechko"
 525       }
 526     ],
 527     "kernelspec": {
 528       "display_name": "Python 3 (ipykernel)",
 529       "language": "python",
 530       "name": "python3"
 531     },
 532     "language_info": {
 533       "codemirror_mode": {
 534         "name": "ipython",
 535         "version": 3
 536       },
 537       "file_extension": ".py",
 538       "mimetype": "text/x-python",
 539       "name": "python",
 540       "nbconvert_exporter": "python",
 541       "pygments_lexer": "ipython3",
 542       "version": "3.11.6"
 543     },
 544     "title": "Trabajo Practico Especial",
 545     "colab": {
 546       "provenance": []
 547     }
 548   },
 549   "nbformat": 4,
 550   "nbformat_minor": 5
 551 }