MLX-Auto-Subtitled-Video-Generator
Efficiently generate subtitles, adapted to Apple devices, and an open source tool for video creators! Upload videos, automatically transcribe, and quickly export subtitle files.
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What is MLX-Auto-Subtitled-Video-Generator ?
MLX-Auto-Subtitled-Video-Generator is an open source subtitle generation tool specially optimized for Apple silicon chip Macs. It is built on the Apple MLX framework and aims to provide video content creators with efficient and cost-effective subtitle generation solutions. Whether you are a video blogger, educational institution or filmmaker, this tool can help you easily add subtitles to your videos.
Demand population:
MLX-Auto-Subtitled-Video-Generator is particularly suitable for the following groups:
Video blogger: Generate subtitles for tutorial videos to enhance the audience experience.
Educational institution: Add subtitles to lecture videos to facilitate students' learning and review.
Filmmaker: Add subtitles to trailers or short films to expand your audience.
Example of usage scenarios:
1. Video blogger: Generate subtitles for tutorial videos on YouTube or social media to improve accessibility and viewing rates of videos.
2. Educational Institution: Add subtitles to online courses or lecture videos to help students better understand and review course content.
3. Filmmaker: Add multilingual subtitles to movie trailers or short films to attract more international audiences.
Product Features:
Supports multiple video formats: uploading common video files such as MP4 and MOV.
Transcription using Whisper model: high-precision speech-to-text technology.
Generate VTT and SRT subtitle files: Compatible with most video players and editing software.
Download subtitles as ZIP files: easy to manage and share.
Optimized for Apple silicon chip Mac: Make full use of hardware performance and fast processing speed.
Simple and easy to use Streamlit interface: no complicated operations are required, easy to get started.
Tutorials for use:
1. Cloning the repository to local: Open the terminal and enter git clone [repository address].
2. Enter the project directory: Use the cd [Project Directory] command.
3. Create and activate the Conda environment: enter conda create -n [environment name] python=3.12, and then conda activate [environment name].
4. Installation dependencies: Run pip install -r requirements.txt.
5. Install FFmpeg: Install through Homebrew and enter brew install ffmpeg.
6. Run the Streamlit application: enter streamlit run app.py.
7. Upload the video and select the model transcription: Open the application interface in the browser, upload the video and select the Whisper model.
8. Click the button to process and download the subtitle file: After the processing is completed, download the generated subtitle file.
Through the above steps, you can easily add high-quality subtitles to your videos, improving the professionalism and audience experience of your videos. MLX-Auto-Subtitled-Video-Generator is the first choice subtitle generation tool for Apple users. Come and try it!
