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| title: DAI_Project | |
| emoji: 🎬 | |
| colorFrom: blue | |
| colorTo: purple | |
| sdk: gradio | |
| sdk_version: 4.44.1 | |
| app_file: app.py | |
| pinned: false | |
| license: apache-2.0 | |
| Video Subtitle Generator with Translation & Multi-Format Output | |
| This project provides a tool to generate subtitles from video files using OpenAI's Whisper model | |
| for transcription. It also supports translation into multiple languages using the M2M100 translation | |
| model from Hugging Face. The subtitles can be exported in various formats, including SRT files, hardsubbed video, | |
| Word documents, PDF files, or PowerPoint slides. | |
| Features: | |
| Automatic Transcription: Transcribe audio from video files into text using | |
| Whisper models (Tiny, Base, Small, Medium, Large). | |
| Multi-Language Translation: Translate the generated subtitles into different languages such as Persian, Spanish, | |
| French, German, Italian and Portuguese using M2M100. | |
| Multi-Format Export: Export subtitles in the following formats: | |
| SRT (Subtitle file format) | |
| Video with embedded subtitles (hardsub) | |
| Word document (.docx) | |
| PDF file | |
| PowerPoint presentation (.pptx) | |
| Right-to-Left Language Support: Proper handling of RTL languages like | |
| Persian and Arabic in both Word and PDF formats. | |
| Usage | |
| You can use this tool through a Gradio interface to upload a video, | |
| select the language of the video, choose the target translation language, | |
| and export the subtitles in your desired format. | |
| Supported Whisper Models | |
| Tiny (Fast, Less Accurate) | |
| Base (Medium Speed, Medium Accuracy) | |
| Small (Good Speed, Good Accuracy) | |
| Medium (Slow, High Accuracy) | |
| Large (Very Slow, Highest Accuracy) | |
| ## Notes | |
| - Maximum video size: 1GB | |
| - Processing time depends on video length and selected options | |
| - Internet connection required for translations |