{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "provenance": [],
      "collapsed_sections": [
        "kEg9hg2Di2sW",
        "EHQTLC_FinNH",
        "ng-QBzmEtxWs",
        "qb_X_FHTiFH9",
        "V9WJC1e5jZ4f",
        "Yb3OsPolPBXM",
        "nW72SVI1SKbb",
        "xM1683-1Vy5x",
        "kv1LwdF1WjHK",
        "KPzVMFSXYgRB"
      ]
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "source": [
        "\n",
        "**Name:**\n",
        "\n",
        "**Date:**\n",
        "\n",
        "**Description of activity:**"
      ],
      "metadata": {
        "id": "WBWRgm19obVt"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Mount Google Drive\n"
      ],
      "metadata": {
        "id": "ng-QBzmEtxWs"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "from google.colab import drive\n",
        "drive.mount('/drive')\n",
        "\n"
      ],
      "metadata": {
        "id": "_3laEwn6werC"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Import Libraries"
      ],
      "metadata": {
        "id": "0XSi7YkicN35"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!pip install pydub\n",
        "from IPython.display import Audio, display\n",
        "from scipy.io.wavfile import read, write\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n"
      ],
      "metadata": {
        "id": "u38vjrZHcCYG"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Select a sound file, show it, play it\n",
        "\n",
        "You will need to use .wav files for the sounds."
      ],
      "metadata": {
        "id": "RQzbMo8wcRbL"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# Set the path to a .wav file in your drive\n",
        "soundFile = \"/drive/MyDrive/Sounds/Elliot-hello.wav\"\n",
        "\n",
        "# Read the file, getting the sample rate and the array of sample data\n",
        "samplerate, data = read(soundFile)\n",
        "\n",
        "# get the number of samples in the sound\n",
        "numsamples = len(data)\n",
        "print(\"number of samples = \",numsamples)\n",
        "\n",
        "# get the length (time in seconds) of the sound\n",
        "length = numsamples / samplerate\n",
        "print(\"length = \",length)\n",
        "\n",
        "# play the sound, showing a soundbar on the screen\n",
        "display(Audio(soundFile, autoplay=True))\n",
        "\n",
        "# plot the sound as a wave\n",
        "time = np.linspace(0., length, data.shape[0])\n",
        "plt.plot(time, data, label=\"data\")\n",
        "plt.legend()\n",
        "plt.xlabel(\"Time [s]\")\n",
        "plt.ylabel(\"Amplitude\")\n",
        "plt.show()\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 543
        },
        "id": "OZaBY15kXJ4g",
        "outputId": "388cbfd7-0718-4601-aa36-ee39fc1bdcd3"
      },
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "number of samples =  54758\n",
            "length =  2.483356009070295\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.lib.display.Audio object>"
            ],
            "text/html": [
              "\n",
              "                <audio  controls=\"controls\" autoplay=\"autoplay\">\n",
              "                    <source 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type=\"audio/x-wav\" />\n",
              "                    Your browser does not support the audio element.\n",
              "                </audio>\n",
              "              "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 640x480 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "# Changing the volume\n",
        "\n",
        "In this exercise, you will define a function to change the volume of a sound.  Define a new function, <code>changeVolume</code>, that takes an array of sound data and a multiplication factor as parameters.  This function first creates a new array of all zeros to be the data for the new sound.  It then loops through the original sound data array, multiplying each sample value by the specified factor.  It has been started for you below.  You need to write the code for the loop.  In the second code block you should test this function.  An example test has been provided for you."
      ],
      "metadata": {
        "id": "qb_X_FHTiFH9"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "# function to change volume\n",
        "\n",
        "def changeVolume(soundData, factor):\n",
        "  # Make an array of all zeros, same length as soundData, data type np.int16\n",
        "  new_data = np.zeros(len(soundData), dtype=np.int16)\n",
        "\n",
        "  # loop through soundData, multiplying each value by the factor and storing in new_data\n",
        "  # You write code here\n",
        "\n",
        "  return new_data"
      ],
      "metadata": {
        "id": "6t4b1xQCXUZy"
      },
      "execution_count": 15,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# test changeVolume here\n",
        "soundFile1 = \"/drive/MyDrive/Sounds/Elliot-hello.wav\"\n",
        "samplerate, data = read(soundFile1)\n",
        "numsamples = len(data)\n",
        "length = numsamples / samplerate\n",
        "\n",
        "newSoundData = changeVolume(data, 2)\n",
        "\n",
        "# save the new sound to a new file\n",
        "write(\"/drive/MyDrive/Sounds/louder_hello.wav\", samplerate, newSoundData)\n",
        "\n",
        "# play the new sound\n",
        "sn = Audio(\"/drive/MyDrive/Sounds/louder_hello.wav\", autoplay=True)\n",
        "display(sn)\n",
        "\n",
        "#plot the new sound\n",
        "time = np.linspace(0., length, newSoundData.shape[0])\n",
        "plt.plot(time, newSoundData, label=\"data\")\n",
        "plt.legend()\n",
        "plt.xlabel(\"Time [s]\")\n",
        "plt.ylabel(\"Amplitude\")\n",
        "plt.show()\n",
        "\n",
        "\n"
      ],
      "metadata": {
        "id": "yKQXPVmnfNos"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}