{"id":14483079,"url":"https://github.com/RayFernando1337/MLX-Auto-Subtitled-Video-Generator","last_synced_at":"2025-08-30T03:32:54.024Z","repository":{"id":250910637,"uuid":"835642189","full_name":"RayFernando1337/MLX-Auto-Subtitled-Video-Generator","owner":"RayFernando1337","description":"Generate accurate transcripts using Apple's MLX framework","archived":false,"fork":false,"pushed_at":"2025-04-26T04:02:48.000Z","size":128117,"stargazers_count":434,"open_issues_count":2,"forks_count":42,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-08-30T00:37:55.764Z","etag":null,"topics":["apple","mlx","transcribe","translate","whisper"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":"BatuhanYilmaz26/Auto-Subtitled-Video-Generator","license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/RayFernando1337.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":"RayFernando1337"}},"created_at":"2024-07-30T08:44:41.000Z","updated_at":"2025-08-28T14:19:59.000Z","dependencies_parsed_at":null,"dependency_job_id":"434d1f81-32ff-4c43-bf65-f4bc185d8383","html_url":"https://github.com/RayFernando1337/MLX-Auto-Subtitled-Video-Generator","commit_stats":{"total_commits":68,"total_committers":4,"mean_commits":17.0,"dds":0.4411764705882353,"last_synced_commit":"8e55edd4f284f70007ff803a3c0785affc9250ad"},"previous_names":["rayfernando1337/mlx-auto-subtitled-video-generator"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/RayFernando1337/MLX-Auto-Subtitled-Video-Generator","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RayFernando1337%2FMLX-Auto-Subtitled-Video-Generator","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RayFernando1337%2FMLX-Auto-Subtitled-Video-Generator/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RayFernando1337%2FMLX-Auto-Subtitled-Video-Generator/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RayFernando1337%2FMLX-Auto-Subtitled-Video-Generator/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RayFernando1337","download_url":"https://codeload.github.com/RayFernando1337/MLX-Auto-Subtitled-Video-Generator/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RayFernando1337%2FMLX-Auto-Subtitled-Video-Generator/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272800742,"owners_count":24995138,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-30T02:00:09.474Z","response_time":77,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["apple","mlx","transcribe","translate","whisper"],"created_at":"2024-09-03T00:01:29.062Z","updated_at":"2025-08-30T03:32:54.008Z","avatar_url":"https://github.com/RayFernando1337.png","language":"Python","funding_links":["https://github.com/sponsors/RayFernando1337"],"categories":["Python","Vision \u0026 Multimodal"],"sub_categories":[],"readme":"# Apple MLX Powered Video Transcription\n\nThis Streamlit application allows users to upload video files and generate accurate transcripts using Apple's MLX framework.\n\nFollow me on X: [@RayFernando1337](https://x.com/rayfernando1337/)\n\nYouTube: [@RayFernando1337](https://www.youtube.com/@rayfernando1337)\n\n[Watch the demo video](https://github.com/user-attachments/assets/937ad360-6df2-4ea7-a3d0-6d9b22a6404a)\n\n## Important Note\n\n⚠️ This application is designed to run on Apple Silicon (M series) Macs only. It utilizes the MLX framework, which is optimized for Apple's custom chips.\n\n## Getting Started\n\n### Prerequisites\n\n- An Apple Silicon (M series) Mac\n- Conda package manager\n\nIf you don't have Conda installed on your Mac, you can follow the [Ultimate Guide to Installing Miniforge for AI Development on M1 Macs](https://www.rayfernando.ai/ultimate-guide-installing-miniforge-ai-development-m1-macs) for a comprehensive setup process.\n\n### Installation\n\n1. Clone the repository:\n   ```\n   git clone https://github.com/RayFernando1337/MLX-Auto-Subtitled-Video-Generator.git;\n   cd MLX-Auto-Subtitled-Video-Generator\n   ```\n\n2. Create a new Conda environment with Python 3.12:\n   ```\n   conda create -n mlx-whisper python=3.12;\n   conda activate mlx-whisper\n   ```\n\n3. Install the required dependencies:\n   ```\n   xcode-select --install\n   pip install -r requirements.txt\n   ```\n\n4. Install FFmpeg (required for audio processing):\n   ```\n   brew install ffmpeg\n   ```\n\n   Note: If you don't have Homebrew installed, you can install it by running the following command in your terminal:\n   ```\n   /bin/bash -c \"$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)\"\n   ```\n   \n   After installation, follow the instructions provided in the terminal to add Homebrew to your PATH. For more information about Homebrew, visit [brew.sh](https://brew.sh/).\n\n### Running the Application\n\nTo run the Streamlit application, use the following command:\n\n```\nstreamlit run mlx_whisper_transcribe.py\n```\n\n\n## Features\n\n- Upload video files (MP4, AVI, MOV, MKV)\n- Transcribe videos using various Whisper models\n- Generate VTT and SRT subtitle files\n- Download transcripts as a ZIP file\n\n## How It Works\n\n1. Upload a video file\n2. Choose a Whisper model\n3. Click the \"Transcribe\" button to process the video\n4. View the results and download the generated transcripts\n\n## Models\n\nThe application supports the following Whisper models:\n\n- Tiny (Q4)\n- Large v3\n- Small English (Q4)\n- Small (FP32)\n- Distil Large v3\n- Large v3 Turbo (New!)\n\nEach model has different capabilities and processing speeds. Experiment with different models to find the best balance between accuracy and performance for your needs.\n\n### New Model: Large v3 Turbo\n\nThe newly added Large v3 Turbo model offers significant performance improvements:\n\n- Transcribes 12 minutes in 14 seconds on an M2 Ultra (~50X faster than real time)\n- Significantly smaller than the Large v3 model (809M vs 1550M)\n- It is multilingual\n\nThis model is particularly useful for processing longer videos or when you need quick results without sacrificing too much accuracy.\n\n## Troubleshooting\n\nIf you encounter any issues, please check the following:\n\n- Ensure you're using an Apple Silicon Mac\n- Verify that all dependencies are correctly installed\n- Check the console output for any error messages\n\nFor any persistent problems, please open an issue in the repository.\n\n\n## Acknowledgements\n\nThis project is a fork of the [original Auto-Subtitled Video Generator](https://github.com/BatuhanYilmaz26/Auto-Subtitled-Video-Generator) by Batuhan Yilmaz. I deeply appreciate the contribution to the open-source community.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FRayFernando1337%2FMLX-Auto-Subtitled-Video-Generator","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FRayFernando1337%2FMLX-Auto-Subtitled-Video-Generator","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FRayFernando1337%2FMLX-Auto-Subtitled-Video-Generator/lists"}