youtube-video-analyzer 0.2.3

A package for downloading YouTube videos, extracting audio and frames, and analyzing sound intervals

youtube-video-analyzer

youtube-video-analyzer is a Python package that allows you to download videos from YouTube, extract audio and frames from local videos, and analyze the intervals where there is sound in the extracted audio.

----> Github

Features

• Download videos from YouTube
• Extract audio from a video
• Extract frames from a video
• Analyze the intervals where there is sound in the extracted audio
• Save the sound intervals to a JSON file

Installation

You can install youtube-video-analyzer from PyPI using pip install youtube-video-analyzer:

Usage

Here's an example of how to use the package:

from youtube_video_analyzer import VideoDownloader, AudioExtractor, SoundIntervalAnalyzer, FrameExtractor

# Download a video from YouTube
downloader = VideoDownloader(video_url, output_directory)
video_path = downloader.download_video()

# Extract frame of frame : select a intervals
frame_extractor = FrameExtractor(video_path, output_directory, quality, oneperframe )
frame_extractor.extract_frames()

# Extract audio from the downloaded video
if video_path:
    output_audio_path = "audio/source.mp3"
    extractor = AudioExtractor(video_path, output_audio_path)
    extractor.extract_audio()

    # Analyze the sound intervals
    analyzer = SoundIntervalAnalyzer(output_audio_path)
    analyzer.create_sound_intervals_json()

output json file extractor sound

[
  [1.0448979591836736, 2.2058956916099772],
  [2.4380952380952383, 3.250793650793651],
  [4.1099319727891155, 4.620770975056689],
  [4.690430839002268, 5.5495691609977325],
  [5.7817687074829935, 6.339047619047619]
]

License

This project is licensed under the MIT License. See the LICENSE file for more details.

Contributors

Cornélius vincent linkedin

Acknowledgments

This package utilizes the following libraries:

• pytube
• MoviePy
• librosa
• imageio
• NumPy
• json
• os