| --- |
| title: Audio Transcription |
| emoji: 🎙️ |
| colorFrom: blue |
| colorTo: green |
| sdk: gradio |
| sdk_version: 4.36.0 |
| app_file: app.py |
| pinned: false |
| --- |
| |
| # Multi-Source Audio Transcription with Faster Whisper |
|
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| This application transcribes audio from multiple sources using Faster Whisper v3 turbo int8, providing a flexible and powerful transcription solution. |
|
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| ## Features |
|
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| - Transcribe audio from various sources: |
| - Uploaded audio files |
| - Direct URLs to MP3 files |
| - YouTube video URLs |
| - Utilizes the latest GitHub version of Faster Whisper for optimal performance |
| - Adjustable batch size for performance tuning |
| - Provides detailed metrics including transcription time and real-time factor |
|
|
| ## How to Use |
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| 1. Enter the source of your audio: |
| - Path to a local audio file |
| - URL of an MP3 file |
| - URL of a YouTube video |
| 2. Adjust the batch size if desired (default is 16) |
| 3. Click 'Submit' to start the transcription process |
|
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| ## Output |
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| The application will provide: |
| - A full transcription of the audio |
| - Detected language and confidence |
| - Duration of the audio |
| - Transcription time and real-time factor |
| - File size of the processed audio |
|
|
| ## Note |
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| This application is a prototype and may be subject to further improvements and optimizations. Performance may vary based on the input source and the processing capabilities of the hosting environment. |
|
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| ## Feedback and Contributions |
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| I welcome feedback and contributions to improve this transcription tool. |
