Do you often struggle to extract text content from videos on YouTube, TikTok, Bilibili, and other platforms? Here’s a powerful open-source tool worth trying — AI Video Transcriber. It not only supports video transcription from over 30 platforms but also optimizes text with AI and generates multilingual summaries.
文章源自resohive.com-https://resohive.com/ai-video-transcriber.html
Project Overview
- Platform Support
Works with 30+ mainstream platforms, including YouTube, TikTok, and Bilibili (GitHub). - High-Accuracy Transcription
Built on Faster-Whisper for accurate speech-to-text conversion with support for 100+ languages. - AI Text Optimization
Automatically corrects errors, completes sentences, and intelligently splits and formats text for readability. - Multilingual Smart Summaries
Generates summaries in multiple languages, helping you quickly grasp the core content of any video. - Real-Time Progress Tracking
View the entire process visually, including download, transcription, optimization, and summary generation. - Cross-Platform & Mobile Friendly
Offers a responsive interface that works seamlessly on both desktop and mobile devices. - Easy Deployment
Comes with Docker one-click deployment and local installation scripts. You only need to set your OpenAI API key to unlock summary and translation features.
User Workflow
- Run the service and access it via
http://localhost:8000(or your server address). - Paste the video link and choose the target summary language.
- Click Start Processing.
- Track real-time progress: download, transcription, AI optimization, summary generation.
- Once finished, view the optimized transcript, multilingual summaries, and translations.
- Export results as Markdown files (Transcript, Translation, Summary).
Tech Stack Highlights
Backend文章源自resohive.com-https://resohive.com/ai-video-transcriber.html
- FastAPI: modern web service framework.
- yt-dlp: video downloading and parsing.
- Faster-Whisper: efficient speech recognition engine.
- OpenAI API: for summaries and translations.
Frontend文章源自resohive.com-https://resohive.com/ai-video-transcriber.html
- HTML5 + CSS3: responsive design for all devices.
- JavaScript (ES6+) + Marked.js: interactive logic and Markdown rendering.
- Font Awesome: clean and modern icons.
Project Structure (simplified)文章源自resohive.com-https://resohive.com/ai-video-transcriber.html
AI-Video-Transcriber/ ├── backend/ │ ├── main.py # FastAPI main app │ ├── video_processor.py # Video processing logic │ ├── transcriber.py # Transcription module │ ├── summarizer.py # Summary generation │ └── translator.py # Translation module ├── static/ │ ├── index.html # Main UI │ └── app.js # Frontend logic
Why Choose AI Video Transcriber?
| Advantage | Description |
|---|---|
| Open Source & Free | Fully self-hosted, no expensive subscriptions required. |
| Broad Platform Support | Works with 30+ video platforms covering most mainstream sources. |
| Accurate & Efficient | Powered by Faster-Whisper and OpenAI for high-quality results. |
| Easy Deployment | Docker support + local scripts make setup beginner-friendly. |
| Multilingual Support | Recognizes 100+ languages and produces multilingual summaries. |
| Transparent Workflow | Real-time progress tracking through every processing stage. |
| Mobile-Friendly | Responsive design ensures smooth use on smartphones. |
Use Cases
- Educators: Turn lecture videos into transcripts and summaries for students.
- Content Creators: Quickly repurpose livestreams or short videos into blogs or articles.
- Researchers: Extract video insights without wasting time on manual note-taking.
- Translators: Generate draft translations automatically before polishing.
- Teams: Share transcripts and summaries for improved collaboration.
Quick Start Guide
1.Clone the repository:文章源自resohive.com-https://resohive.com/ai-video-transcriber.html
git clone https://github.com/wendy7756/AI-Video-Transcriber.git cd AI-Video-Transcriber
2.Install dependencies and set your OpenAI API key:文章源自resohive.com-https://resohive.com/ai-video-transcriber.html
export OPENAI_API_KEY="your OpenAI API key"
3.Run the service:文章源自resohive.com-https://resohive.com/ai-video-transcriber.html
- Development mode:
python3 start.py
- Production mode (recommended for long videos):
python3 start.py --prod
4.Open your browser and go to http://localhost:8000 to start using it.文章源自resohive.com-https://resohive.com/ai-video-transcriber.html
Final Thoughts
AI Video Transcriber is a promising open-source project that combines wide platform support, accurate transcription, intelligent text refinement, and multilingual summaries. It’s versatile, lightweight, and easy to deploy — making it a great tool for educators, creators, researchers, and teams who want to extract value from videos more efficiently.文章源自resohive.com-https://resohive.com/ai-video-transcriber.html
GitHub Repository: https://github.com/wendy7756/AI-Video-Transcriber文章源自resohive.com-https://resohive.com/ai-video-transcriber.html
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