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--- |
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title: Audio Transcription |
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emoji: 🎙️ |
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colorFrom: blue |
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colorTo: green |
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sdk: gradio |
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sdk_version: 4.36.0 |
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app_file: app.py |
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pinned: false |
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--- |
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# 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: |
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- Uploaded audio files |
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- Direct URLs to MP3 files |
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- YouTube video URLs |
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- Utilizes the latest GitHub version of Faster Whisper for optimal performance |
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- Adjustable batch size for performance tuning |
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- Provides detailed metrics including transcription time and real-time factor |
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## How to Use |
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1. Enter the source of your audio: |
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- Path to a local audio file |
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- URL of an MP3 file |
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- URL of a YouTube video |
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2. Adjust the batch size if desired (default is 16) |
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3. Click 'Submit' to start the transcription process |
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## Output |
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The application will provide: |
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- A full transcription of the audio |
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- Detected language and confidence |
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- Duration of the audio |
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- Transcription time and real-time factor |
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- File size of the processed audio |
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## 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. |
