TB065

Trabajos Prácticos de la Materia Señales y Sistemas
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commit ed1dc7ab9046c15b1da16d21e2a3764c4cecc86f
parent d043e9a0d7d016d25e274d2d78f1379193fc18a7
Author: Martin J. Klöckner <mjkloeckner@gmail.com>
Date:   Tue, 10 Sep 2024 13:25:08 -0300

Added text at the bottom of document to test saving changes to repository from google colab
Diffstat:
Mprimera_parte/tpe_primera_parte.ipynb | 743+++++++++++++++++++++++++++++++++++++++++++------------------------------------
1 file changed, 405 insertions(+), 338 deletions(-)
diff --git a/primera_parte/tpe_primera_parte.ipynb b/primera_parte/tpe_primera_parte.ipynb
@@ -1,351 +1,417 @@
 {
- "cells": [
-  {
-   "cell_type": "markdown",
-   "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2",
-   "metadata": {
-    "editable": true,
-    "slideshow": {
-     "slide_type": ""
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "view-in-github",
+        "colab_type": "text"
+      },
+      "source": [
+        "<a href=\"https://colab.research.google.com/github/mjkloeckner/TB065/blob/main/primera_parte/tpe_primera_parte.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
+      ]
     },
-    "tags": []
-   },
-   "source": [
-    "# Primera Parte: Dominio de Tiempo\n",
-    "\n",
-    "En esta primera parte del trabajo practico se pide graficar dos señales de\n",
-    "audio en formato 'WAV' en el dominio de tiempo, luego, para una de ellas\n",
-    "identificar diferentes notas musicales y calcular la frecuencia fundamental, finalmente\n",
-    "para la señal de audio restante identificar las diferencias entre instrumentos de\n",
-    "percusión y armónicos\n",
-    "\n",
-    "Para la realizacion de los graficos se utiliza el lenguaje de programación\n",
-    "[python](https://www.python.org) junto con las librerias\n",
-    "[scipy](https://docs.scipy.org/doc/scipy/index.html),\n",
-    "[matplotlib](https://matplotlib.org/) y\n",
-    "[numpy](https://numpy.org/doc/stable/index.html)\n",
-    "\n",
-    "## Obtención y Muestra de Archivos\n",
-    "\n",
-    "Empezamos importando las librerias mencionadas previamente en un nuevo script\n",
-    "de python"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "ba4c3cbd-8976-4044-b261-8c1931778dae",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import matplotlib.pyplot as plt\n",
-    "import numpy as np\n",
-    "\n",
-    "from scipy.io import wavfile"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e",
-   "metadata": {},
-   "source": [
-    "De la libreria [scipy](https://docs.scipy.org/doc/scipy/index.html) \n",
-    "solo se importa la funcion \n",
-    "[wavfile](https://docs.scipy.org/doc/scipy/reference/io.html#module-scipy.io.wavfile),\n",
-    "ya que solo se utiliza esa función de esa libreria\n",
-    "\n",
-    "Continuamos leyendo el contenido del primer archivo de nombre `InASentimentalMood.wav`,\n",
-    "para eso se utiliza la funcion `wavfile.read()` de la libreria `scipy`.\n",
-    "Esta función devuelve los datos y la tasa de muestreo del archivo en formato WAV\n",
-    "cuyo nombre recibe como argumento"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "file1_name = 'InASentimentalMood.wav'\n",
-    "file1_sample_rate, file1_data = wavfile.read(file1_name)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "765df2e2-5434-488b-bdfd-b2c57feb4c2f",
-   "metadata": {},
-   "source": [
-    "Normalizamos los datos leidos del archivo dividiendo por el valor máximo que toma\n",
-    "la señal"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "b346bbb6-d7d3-4e6f-a44b-461510c52c5f",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "file1_data = file1_data / np.max(file1_data)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "1a234f91-aa8c-48c4-bd13-7878104842e3",
-   "metadata": {},
-   "source": [
-    "Para poder graficar los datos se necesita saber a que tiempo corresponde cada valor de la\n",
-    "señal, para eso se utiliza el método [arange](https://numpy.org/doc/stable/reference/generated/numpy.arange.html#numpy-arange)\n",
-    "de la libreria [numpy](https://numpy.org/doc/stable/index.html), este método\n",
-    "devuelve un arreglo de numeros equidistantes del largo que recibe como parametro,\n",
-    "en este caso del largo de los datos leídos del archivo. Para convertirlo a segundos\n",
-    "se divide por la tasa de muestreo, la cual tambien se obtiene cuando se lee el archivo"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "file1_time = np.arange(len(file1_data)) / file1_sample_rate\n",
-    "file1_figure_title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo'"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4",
-   "metadata": {},
-   "source": [
-    "Con todos los datos ya procesados se utilizan los métodos del objeto pyplot de la\n",
-    "librería matplotlib para obtener un gráfico"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
-   "metadata": {},
-   "outputs": [
     {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+      "cell_type": "markdown",
+      "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2",
+      "metadata": {
+        "editable": true,
+        "tags": [],
+        "id": "dbae172a-eb1c-4168-8151-9bb0f9e57cc2"
+      },
+      "source": [
+        "# Primera Parte: Dominio de Tiempo\n",
+        "\n",
+        "En esta primera parte del trabajo practico se pide graficar dos señales de\n",
+        "audio en formato 'WAV' en el dominio de tiempo, luego, para una de ellas\n",
+        "identificar diferentes notas musicales y calcular la frecuencia fundamental, finalmente\n",
+        "para la señal de audio restante identificar las diferencias entre instrumentos de\n",
+        "percusión y armónicos\n",
+        "\n",
+        "Para la realizacion de los graficos se utiliza el lenguaje de programación\n",
+        "[python](https://www.python.org) junto con las librerias\n",
+        "[scipy](https://docs.scipy.org/doc/scipy/index.html),\n",
+        "[matplotlib](https://matplotlib.org/) y\n",
+        "[numpy](https://numpy.org/doc/stable/index.html)\n",
+        "\n",
+        "## Obtención y Muestra de Archivos\n",
+        "\n",
+        "Empezamos importando las librerias mencionadas previamente en un nuevo script\n",
+        "de python"
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "file1_figure = plt.figure(num=file1_figure_title, figsize=(12, 6))\n",
-    "file1_figure_caption = 'Figura 1: ' + file1_figure_title\n",
-    "\n",
-    "file1_figure.text(.5, -0.05, file1_figure_caption, ha='center', fontsize=14)\n",
-    "plt.plot(file1_time, file1_data, label='Señal de Audio')\n",
-    "plt.xlabel('Tiempo [s]')\n",
-    "plt.ylabel('Amplitud')\n",
-    "plt.grid(True)\n",
-    "plt.legend()\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "f424d686-a217-4edd-98d4-d066b44d9788",
-   "metadata": {},
-   "source": [
-    "Para el segundo archivo, se repite exactamente el mismo procedimiento,\n",
-    "solo que en este caso cambia el nombre del archivo del cual se obtienen los\n",
-    "datos, en este caso siendo `Zombie.wav`"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
-   "metadata": {},
-   "outputs": [
+    },
     {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "ba4c3cbd-8976-4044-b261-8c1931778dae",
+      "metadata": {
+        "id": "ba4c3cbd-8976-4044-b261-8c1931778dae"
+      },
+      "outputs": [],
+      "source": [
+        "import matplotlib.pyplot as plt\n",
+        "import numpy as np\n",
+        "\n",
+        "from scipy.io import wavfile"
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "file2_name = 'Zombie.wav'\n",
-    "file2_sample_rate, file2_data = wavfile.read(file2_name)\n",
-    "\n",
-    "file2_data = file2_data / np.max(file2_data)\n",
-    "\n",
-    "file2_time = np.arange(len(file2_data)) / file2_sample_rate\n",
-    "file2_figure_title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo'\n",
-    "\n",
-    "file2_figure = plt.figure(num=file2_figure_title, figsize=(12, 6))\n",
-    "file2_figure_caption = 'Figura 2: ' + file2_figure_title\n",
-    "\n",
-    "file2_figure.text(.5, -0.04, file2_figure_caption, ha='center', fontsize=14)\n",
-    "\n",
-    "plt.plot(file2_time, file2_data, label='Señal de Audio')\n",
-    "# plt.title(file2_figure_title)\n",
-    "plt.xlabel('Tiempo [s]')\n",
-    "plt.ylabel('Amplitud')\n",
-    "plt.grid(True)\n",
-    "plt.legend()\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5",
-   "metadata": {},
-   "source": [
-    "## Identificación de Notas Musicales\n",
-    "\n",
-    "Para identificar las diferentes notas musicales del primer archivo (`InASentimentalMood.wav`)\n",
-    "analizamos visualmente el grafico, reduciendo la escala de tiempo a un pequeño intervalo en zonas\n",
-    "aleatorias de la figura, como se muestra en la Figura 3 a continuación, en la cual se toma\n",
-    "el intervalo de tiempo `[26.50, 25.55]`"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
-   "metadata": {},
-   "outputs": [
+    },
     {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+      "cell_type": "markdown",
+      "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e",
+      "metadata": {
+        "id": "bd8671f2-4d85-4aec-beee-d01d25e42e4e"
+      },
+      "source": [
+        "De la libreria [scipy](https://docs.scipy.org/doc/scipy/index.html)\n",
+        "solo se importa la funcion\n",
+        "[wavfile](https://docs.scipy.org/doc/scipy/reference/io.html#module-scipy.io.wavfile),\n",
+        "ya que solo se utiliza esa función de esa libreria\n",
+        "\n",
+        "Continuamos leyendo el contenido del primer archivo de nombre `InASentimentalMood.wav`,\n",
+        "para eso se utiliza la funcion `wavfile.read()` de la libreria `scipy`.\n",
+        "Esta función devuelve los datos y la tasa de muestreo del archivo en formato WAV\n",
+        "cuyo nombre recibe como argumento"
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "t = 26.5\n",
-    "dt = .05\n",
-    "amplitude = 1\n",
-    "\n",
-    "figure_title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo'\n",
-    "\n",
-    "figure = plt.figure(num=figure_title, figsize=(12, 6))\n",
-    "figure_caption = 'Figura 3: ' + figure_title\n",
-    "\n",
-    "figure.text(.5, -0.04, figure_caption, ha='center', fontsize=14)\n",
-    "\n",
-    "data = file1_data / np.max(file1_data)\n",
-    "\n",
-    "plt.figure(num=figure_title, figsize=(12, 6))\n",
-    "plt.plot(file1_time, data, label='Señal de Audio')\n",
-    "# plt.title(figure_title)\n",
-    "plt.xlabel('Tiempo [s]')\n",
-    "plt.ylabel('Amplitud')\n",
-    "plt.grid(True)\n",
-    "# plt.axis([x_min, x_max, y_min, y_max])\n",
-    "plt.axis([t, t+dt, -amplitude, amplitude])\n",
-    "plt.legend()\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "4473673d-1b28-44b3-b022-b781aeda34d3",
-   "metadata": {},
-   "source": [
-    "## Diferencias entre Instrumentos de Percusión y Armónicos\n",
-    "\n",
-    "De manera analoga al analisis realizado para la figura 3, se analiza la figura 2, correspondiente\n",
-    "al segundo archivo, queriendo hallar diferencias notables entre los intrumentos de\n",
-    "percusión y armónicos"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
-   "metadata": {},
-   "outputs": [
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f",
+      "metadata": {
+        "id": "db46a059-a799-42d4-9eaa-afe1ad530c9f"
+      },
+      "outputs": [],
+      "source": [
+        "file1_name = 'InASentimentalMood.wav'\n",
+        "file1_sample_rate, file1_data = wavfile.read(file1_name)"
+      ]
+    },
     {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x600 with 1 Axes>"
+      "cell_type": "markdown",
+      "id": "765df2e2-5434-488b-bdfd-b2c57feb4c2f",
+      "metadata": {
+        "id": "765df2e2-5434-488b-bdfd-b2c57feb4c2f"
+      },
+      "source": [
+        "Normalizamos los datos leidos del archivo dividiendo por el valor máximo que toma\n",
+        "la señal"
       ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "b346bbb6-d7d3-4e6f-a44b-461510c52c5f",
+      "metadata": {
+        "id": "b346bbb6-d7d3-4e6f-a44b-461510c52c5f"
+      },
+      "outputs": [],
+      "source": [
+        "file1_data = file1_data / np.max(file1_data)"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "1a234f91-aa8c-48c4-bd13-7878104842e3",
+      "metadata": {
+        "id": "1a234f91-aa8c-48c4-bd13-7878104842e3"
+      },
+      "source": [
+        "Para poder graficar los datos se necesita saber a que tiempo corresponde cada valor de la\n",
+        "señal, para eso se utiliza el método [arange](https://numpy.org/doc/stable/reference/generated/numpy.arange.html#numpy-arange)\n",
+        "de la libreria [numpy](https://numpy.org/doc/stable/index.html), este método\n",
+        "devuelve un arreglo de numeros equidistantes del largo que recibe como parametro,\n",
+        "en este caso del largo de los datos leídos del archivo. Para convertirlo a segundos\n",
+        "se divide por la tasa de muestreo, la cual tambien se obtiene cuando se lee el archivo"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35",
+      "metadata": {
+        "id": "ee3fe588-5919-4e0f-8f6b-d2dbeba0af35"
+      },
+      "outputs": [],
+      "source": [
+        "file1_time = np.arange(len(file1_data)) / file1_sample_rate\n",
+        "file1_figure_title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo'"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4",
+      "metadata": {
+        "id": "eff070fb-d011-4b87-8c14-f4fba48b4ce4"
+      },
+      "source": [
+        "Con todos los datos ya procesados se utilizan los métodos del objeto pyplot de la\n",
+        "librería matplotlib para obtener un gráfico"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
+      "metadata": {
+        "id": "3d95e5a6-4c46-4dc3-bf8e-1ba82af6eb1d",
+        "outputId": "a17ec2da-b5e0-47ea-fb16-65871edea1da"
+      },
+      "outputs": [
+        {
+          "data": {
+            "image/png": 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",
+            "text/plain": [
+              "<Figure size 1200x600 with 1 Axes>"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        }
+      ],
+      "source": [
+        "file1_figure = plt.figure(num=file1_figure_title, figsize=(12, 6))\n",
+        "file1_figure_caption = 'Figura 1: ' + file1_figure_title\n",
+        "\n",
+        "file1_figure.text(.5, -0.05, file1_figure_caption, ha='center', fontsize=14)\n",
+        "plt.plot(file1_time, file1_data, label='Señal de Audio')\n",
+        "plt.xlabel('Tiempo [s]')\n",
+        "plt.ylabel('Amplitud')\n",
+        "plt.grid(True)\n",
+        "plt.legend()\n",
+        "plt.show()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "f424d686-a217-4edd-98d4-d066b44d9788",
+      "metadata": {
+        "id": "f424d686-a217-4edd-98d4-d066b44d9788"
+      },
+      "source": [
+        "Para el segundo archivo, se repite exactamente el mismo procedimiento,\n",
+        "solo que en este caso cambia el nombre del archivo del cual se obtienen los\n",
+        "datos, en este caso siendo `Zombie.wav`"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
+      "metadata": {
+        "id": "94dd2cf5-ff36-45ec-9593-80ecec73c414",
+        "outputId": "0585841b-fab6-4b7a-d4ff-edefc6d8258a"
+      },
+      "outputs": [
+        {
+          "data": {
+            "image/png": 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",
+            "text/plain": [
+              "<Figure size 1200x600 with 1 Axes>"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        }
+      ],
+      "source": [
+        "file2_name = 'Zombie.wav'\n",
+        "file2_sample_rate, file2_data = wavfile.read(file2_name)\n",
+        "\n",
+        "file2_data = file2_data / np.max(file2_data)\n",
+        "\n",
+        "file2_time = np.arange(len(file2_data)) / file2_sample_rate\n",
+        "file2_figure_title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo'\n",
+        "\n",
+        "file2_figure = plt.figure(num=file2_figure_title, figsize=(12, 6))\n",
+        "file2_figure_caption = 'Figura 2: ' + file2_figure_title\n",
+        "\n",
+        "file2_figure.text(.5, -0.04, file2_figure_caption, ha='center', fontsize=14)\n",
+        "\n",
+        "plt.plot(file2_time, file2_data, label='Señal de Audio')\n",
+        "# plt.title(file2_figure_title)\n",
+        "plt.xlabel('Tiempo [s]')\n",
+        "plt.ylabel('Amplitud')\n",
+        "plt.grid(True)\n",
+        "plt.legend()\n",
+        "plt.show()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5",
+      "metadata": {
+        "id": "024e9cb4-6217-4c16-bd70-f9af391e13b5"
+      },
+      "source": [
+        "## Identificación de Notas Musicales\n",
+        "\n",
+        "Para identificar las diferentes notas musicales del primer archivo (`InASentimentalMood.wav`)\n",
+        "analizamos visualmente el grafico, reduciendo la escala de tiempo a un pequeño intervalo en zonas\n",
+        "aleatorias de la figura, como se muestra en la Figura 3 a continuación, en la cual se toma\n",
+        "el intervalo de tiempo `[26.50, 25.55]`"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
+      "metadata": {
+        "id": "00ee7caa-47c8-43bc-8d56-2e5cf1fac363",
+        "outputId": "4d07ccbc-d6ed-4fac-bb26-29cd1d62332b"
+      },
+      "outputs": [
+        {
+          "data": {
+            "image/png": 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",
+            "text/plain": [
+              "<Figure size 1200x600 with 1 Axes>"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        }
+      ],
+      "source": [
+        "t = 26.5\n",
+        "dt = .05\n",
+        "amplitude = 1\n",
+        "\n",
+        "figure_title = 'Gráfico de `' + str(file1_name) + '` en dominio de tiempo'\n",
+        "\n",
+        "figure = plt.figure(num=figure_title, figsize=(12, 6))\n",
+        "figure_caption = 'Figura 3: ' + figure_title\n",
+        "\n",
+        "figure.text(.5, -0.04, figure_caption, ha='center', fontsize=14)\n",
+        "\n",
+        "data = file1_data / np.max(file1_data)\n",
+        "\n",
+        "plt.figure(num=figure_title, figsize=(12, 6))\n",
+        "plt.plot(file1_time, data, label='Señal de Audio')\n",
+        "# plt.title(figure_title)\n",
+        "plt.xlabel('Tiempo [s]')\n",
+        "plt.ylabel('Amplitud')\n",
+        "plt.grid(True)\n",
+        "# plt.axis([x_min, x_max, y_min, y_max])\n",
+        "plt.axis([t, t+dt, -amplitude, amplitude])\n",
+        "plt.legend()\n",
+        "plt.show()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "id": "4473673d-1b28-44b3-b022-b781aeda34d3",
+      "metadata": {
+        "id": "4473673d-1b28-44b3-b022-b781aeda34d3"
+      },
+      "source": [
+        "## Diferencias entre Instrumentos de Percusión y Armónicos\n",
+        "\n",
+        "De manera analoga al analisis realizado para la figura 3, se analiza la figura 2, correspondiente\n",
+        "al segundo archivo, queriendo hallar diferencias notables entre los intrumentos de\n",
+        "percusión y armónicos"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
+      "metadata": {
+        "id": "dfc2b4b4-7d3a-4da5-8b22-45d224050493",
+        "outputId": "046458e5-8f1c-4c57-b029-03f179b9a8fb"
+      },
+      "outputs": [
+        {
+          "data": {
+            "image/png": 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",
+            "text/plain": [
+              "<Figure size 1200x600 with 1 Axes>"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        }
+      ],
+      "source": [
+        "t = 6.0\n",
+        "dt = 0.025\n",
+        "amplitude = 1\n",
+        "\n",
+        "figure_title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo'\n",
+        "\n",
+        "figure = plt.figure(num=figure_title, figsize=(12, 6))\n",
+        "figure_caption = 'Figura 4: ' + figure_title\n",
+        "\n",
+        "figure.text(.5, -0.04, figure_caption, ha='center', fontsize=14)\n",
+        "\n",
+        "data = file2_data / np.max(file2_data)\n",
+        "\n",
+        "plt.figure(num=figure_title, figsize=(12, 6))\n",
+        "plt.plot(file2_time, data, label='Señal de Audio')\n",
+        "# plt.title(figure_title)\n",
+        "plt.xlabel('Tiempo [s]')\n",
+        "plt.ylabel('Amplitud')\n",
+        "plt.grid(True)\n",
+        "# plt.axis([x_min, x_max, y_min, y_max])\n",
+        "plt.axis([t, t+dt, -amplitude, amplitude])\n",
+        "plt.legend()\n",
+        "plt.show()"
+      ]
+    },
+    {
+      "cell_type": "markdown",
+      "source": [
+        "Hello, World! (From colab.research.google.com)"
+      ],
+      "metadata": {
+        "id": "NKFwtEL2vksB"
+      },
+      "id": "NKFwtEL2vksB"
+    },
+    {
+      "cell_type": "code",
+      "source": [],
+      "metadata": {
+        "id": "C-oyI9IHvpFw"
+      },
+      "id": "C-oyI9IHvpFw",
+      "execution_count": null,
+      "outputs": []
     }
-   ],
-   "source": [
-    "t = 6.0\n",
-    "dt = 0.025\n",
-    "amplitude = 1\n",
-    "\n",
-    "figure_title = 'Gráfico de `' + str(file2_name) + '` en dominio de tiempo'\n",
-    "\n",
-    "figure = plt.figure(num=figure_title, figsize=(12, 6))\n",
-    "figure_caption = 'Figura 4: ' + figure_title\n",
-    "\n",
-    "figure.text(.5, -0.04, figure_caption, ha='center', fontsize=14)\n",
-    "\n",
-    "data = file2_data / np.max(file2_data)\n",
-    "\n",
-    "plt.figure(num=figure_title, figsize=(12, 6))\n",
-    "plt.plot(file2_time, data, label='Señal de Audio')\n",
-    "# plt.title(figure_title)\n",
-    "plt.xlabel('Tiempo [s]')\n",
-    "plt.ylabel('Amplitud')\n",
-    "plt.grid(True)\n",
-    "# plt.axis([x_min, x_max, y_min, y_max])\n",
-    "plt.axis([t, t+dt, -amplitude, amplitude])\n",
-    "plt.legend()\n",
-    "plt.show()"
-   ]
-  }
- ],
- "metadata": {
-  "authors": [
-   {
-    "name": "Martin Javier Klöckner"
-   },
-   {
-    "name": "Matteo Aguilar Cafferata"
-   },
-   {
-    "name": "Victor Nicolás Chechko"
-   }
   ],
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.11.6"
+  "metadata": {
+    "authors": [
+      {
+        "name": "Martin Javier Klöckner"
+      },
+      {
+        "name": "Matteo Aguilar Cafferata"
+      },
+      {
+        "name": "Victor Nicolás Chechko"
+      }
+    ],
+    "kernelspec": {
+      "display_name": "Python 3 (ipykernel)",
+      "language": "python",
+      "name": "python3"
+    },
+    "language_info": {
+      "codemirror_mode": {
+        "name": "ipython",
+        "version": 3
+      },
+      "file_extension": ".py",
+      "mimetype": "text/x-python",
+      "name": "python",
+      "nbconvert_exporter": "python",
+      "pygments_lexer": "ipython3",
+      "version": "3.11.6"
+    },
+    "title": "Trabajo Practico Especial",
+    "colab": {
+      "provenance": [],
+      "include_colab_link": true
+    }
   },
-  "title": "Trabajo Practico Especial"
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
+  "nbformat": 4,
+  "nbformat_minor": 5
+}
+\ No newline at end of file