youtube-chapters-generator-with-whisper

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Downloads YouTube audio via yt-dlp, transcribes with Whisper, and uses NLP topic segmentation via TextTiling algorithm to auto-generate chapter markers with timestamps and titles.

agentskillexchange By agentskillexchange schedule Updated 5/19/2026

name: "YouTube Chapters Generator with Whisper" slug: "youtube-chapters-generator-whisper" description: "Downloads YouTube audio via yt-dlp, transcribes with Whisper, and uses NLP topic segmentation via TextTiling algorithm to auto-generate chapter markers with timestamps and titles." github_stars: 97803 verification: "security_reviewed" source: "https://github.com/openai/whisper" category: "Media & Transcription" framework: "Claude Code" tool_ecosystem: github_repo: "openai/whisper" github_stars: 97803

YouTube Chapters Generator with Whisper

Downloads YouTube audio via yt-dlp, transcribes with Whisper, and uses NLP topic segmentation via TextTiling algorithm to auto-generate chapter markers with timestamps and titles.

Installation

Use the upstream install or setup path that matches your environment:

Requirements and caveats from upstream:

  • We used Python 3.9.9 and PyTorch 1.10.1 to train and test our models, but the codebase is expected to be compatible with Python 3.8-3.11 and recent PyTorch versions. The codebase also depends o...
  • Alternatively, the following command will pull and install the latest commit from this repository, along with its Python dependencies:
  • It also requires the command-line tool ffmpeg to be installed on your system, which is available from most package managers:

Basic usage or getting-started notes:

Source

Install via CLI
npx skills add https://github.com/agentskillexchange/skills --skill youtube-chapters-generator-with-whisper
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