Datasets:
Tasks:
Audio Classification
Modalities:
Audio
Languages:
English
Tags:
audio
music-classification
meter-classification
multi-class-classification
multi-label-classification
License:
Delete mp3-to-wav.ipynb
Browse files- mp3-to-wav.ipynb +0 -145
mp3-to-wav.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "f73b7d7c-9536-46df-a781-df8950f93bfc",
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"from pydub import AudioSegment\n",
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"\n",
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"def convert_mp3_to_wav_and_clean(root_directory, folders_to_process):\n",
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" \"\"\"\n",
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" Converts all MP3 files to WAV format within specified folders and then removes the original MP3s.\n",
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"\n",
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" Args:\n",
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" root_directory (str): The parent directory containing the folders (MAG, OWN, FMA).\n",
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" folders_to_process (list): A list of folder names (e.g., ['MAG', 'OWN', 'FMA']) to process.\n",
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" \"\"\"\n",
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" print(f\"Starting MP3 to WAV conversion and cleanup in: {root_directory}\")\n",
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"\n",
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" # Check if pydub is installed and ffmpeg is accessible\n",
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" try:\n",
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" # Try to create a dummy AudioSegment to check for ffmpeg\n",
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" # This will raise an error if ffmpeg is not found or not configured\n",
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" _ = AudioSegment.silent(duration=1)\n",
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" print(\"pydub and ffmpeg seem to be correctly set up.\")\n",
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" except Exception as e:\n",
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" print(\"\\nERROR: pydub or ffmpeg not found or configured correctly!\")\n",
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" print(\"Please ensure you have pydub installed (`pip install pydub`)\")\n",
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" print(\"and ffmpeg installed and available in your system's PATH.\")\n",
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" print(f\"Details: {e}\")\n",
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" return\n",
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"\n",
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" if not os.path.isdir(root_directory):\n",
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" print(f\"Error: The specified root directory '{root_directory}' does not exist or is not a directory.\")\n",
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" return\n",
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"\n",
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" for folder_name in folders_to_process:\n",
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" folder_path = os.path.join(root_directory, folder_name)\n",
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"\n",
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" if not os.path.isdir(folder_path):\n",
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" print(f\"Warning: Folder '{folder_path}' not found. Skipping.\")\n",
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" continue\n",
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"\n",
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" print(f\"\\nProcessing folder: {folder_path}\")\n",
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" mp3_files_found = 0\n",
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" converted_count = 0\n",
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" deleted_count = 0\n",
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"\n",
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" # List all files in the current folder\n",
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" for file_name in os.listdir(folder_path):\n",
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" if file_name.endswith(\".mp3\"):\n",
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" mp3_files_found += 1\n",
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" mp3_file_path = os.path.join(folder_path, file_name)\n",
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" wav_file_name = os.path.splitext(file_name)[0] + \".wav\"\n",
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" wav_file_path = os.path.join(folder_path, wav_file_name)\n",
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"\n",
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" print(f\" Attempting to convert: {file_name}\")\n",
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"\n",
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" try:\n",
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" # Load the MP3 file\n",
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" audio = AudioSegment.from_mp3(mp3_file_path)\n",
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" # Export as WAV\n",
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" audio.export(wav_file_path, format=\"wav\")\n",
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" converted_count += 1\n",
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" print(f\" Converted to WAV: {wav_file_name}\")\n",
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"\n",
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" # Remove the original MP3 file\n",
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" os.remove(mp3_file_path)\n",
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" deleted_count += 1\n",
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" print(f\" Deleted original MP3: {file_name}\")\n",
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"\n",
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" except Exception as e:\n",
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" print(f\" Error processing '{file_name}': {e}\")\n",
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" \n",
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" if mp3_files_found == 0:\n",
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" print(f\" No MP3 files found in '{folder_path}'.\")\n",
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" else:\n",
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" print(f\" Finished processing '{folder_name}': {converted_count} converted, {deleted_count} original MP3s deleted.\")\n",
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"\n",
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" print(\"\\nScript execution finished.\")\n",
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"\n",
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"\n",
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"# --- How to use this script ---\n",
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"# 1. Save this code as a Python file (e.g., convert_audio.py).\n",
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"# 2. **Install pydub:** If you haven't already, open your terminal/command prompt and run:\n",
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"# `pip install pydub`\n",
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"# 3. **Install ffmpeg:** pydub requires ffmpeg to be installed and accessible in your system's PATH.\n",
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"# * For Windows: Download from https://ffmpeg.org/download.html and add to PATH.\n",
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"# * For macOS: `brew install ffmpeg` (if you have Homebrew)\n",
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"# * For Linux: `sudo apt-get install ffmpeg` (Debian/Ubuntu) or `sudo dnf install ffmpeg` (Fedora)\n",
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"# 4. **Replace 'YOUR_PARENT_DIRECTORY_PATH_HERE'** with the actual path to the directory\n",
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"# that contains your GTZAN, MAG, OWN, and FMA folders.\n",
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"# Example: If your GTZAN, MAG, OWN, FMA are all directly under `/Users/YourName/AudioData/`,\n",
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"# then set `parent_data_path = '/Users/YourName/AudioData/'`\n",
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"# 5. Uncomment the last line to run the function.\n",
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"# 6. Run the script from your terminal: `python convert_audio.py`\n",
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"\n",
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"# !!! IMPORTANT: Before running, it is highly recommended to back up your data\n",
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"# !!! as this script will delete original MP3 files after conversion.\n",
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"\n",
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"# Set the parent directory path here (where GTZAN, MAG, OWN, FMA are located)\n",
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"parent_data_path = '.'\n",
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"\n",
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"# Define the folders to process\n",
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"folders_to_convert = ['MAG', 'OWN', 'FMA'] # Add or remove folders as needed\n",
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"\n",
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"# Call the function to perform the conversion and cleanup\n",
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"# Uncomment the line below to execute the script:\n",
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"convert_mp3_to_wav_and_clean(parent_data_path, folders_to_convert)\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "ef64a560-034c-4277-b00b-3ccb730264e4",
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"metadata": {},
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"outputs": [],
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"source": []
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3 (ipykernel)",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.9"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 5
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}
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