{
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "# Audio Visualization Notebook\n",
        "\n",
        "---\n",
        "\n",
        "**Project:** Music Classification Dataset  \n",
        "**Author:** Molla Samser  \n",
        "**Company:** RSK World  \n",
        "**Designer & Tester:** Rima Khatun  \n",
        "**Website:** https://rskworld.in  \n",
        "**Email:** help@rskworld.in, support@rskworld.in  \n",
        "**Phone:** +91 93305 39277  \n",
        "\n",
        "---\n",
        "\n",
        "Visualize audio features and waveforms from the music classification dataset.\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Import libraries\n",
        "# Author: Molla Samser (RSK World)\n",
        "# Website: https://rskworld.in\n",
        "\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import librosa\n",
        "import librosa.display\n",
        "import warnings\n",
        "warnings.filterwarnings('ignore')\n",
        "\n",
        "print('Audio visualization toolkit ready!')\n",
        "print('© 2026 RSK World - Molla Samser')\n"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {},
      "source": [
        "## Advanced Feature Visualization\n",
        "\n",
        "**Author:** Molla Samser (RSK World)  \n",
        "**Website:** https://rskworld.in\n",
        "\n",
        "Visualize advanced audio features\n"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {},
      "outputs": [],
      "source": [
        "# Advanced Features Demo\n",
        "# Author: Molla Samser (RSK World)\n",
        "\n",
        "import sys\n",
        "sys.path.append('..')\n",
        "\n",
        "from utils.advanced_features import AdvancedFeatureExtractor\n",
        "from utils.audio_augmentation import AudioAugmenter\n",
        "\n",
        "print('Advanced modules loaded!')\n",
        "print('- AdvancedFeatureExtractor')\n",
        "print('- AudioAugmenter')\n",
        "print('\\n© 2026 RSK World')\n"
      ]
    }
  ],
  "metadata": {
    "language_info": {
      "name": "python"
    }
  },
  "nbformat": 4,
  "nbformat_minor": 2
}