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README.md

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The application is tailored to transform extended videos into succinct yet informative clips. It's a valuable tool for editors tasked with navigating through hours of footage, enabling them to streamline the process and craft engaging short films or highlight reels more efficiently.
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## Features
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1. **Download Video:** Downloads a video file from a provided link.
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2. **Speech Recognition:** Utilizes the whisper model to extract utterances from the video and converts them to text, saving the transcription as a script file.
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3. **Video Duration:** Determines the duration of the video.
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4. **Short Transcription:** Creates a short transcription from the full transcription that highlights the best parts of the video.
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5. **Short Video Creation:** Creates a short video by joining segments from the original video based on the short transcription.
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1. **📥 Download Video:** Downloads a video file from a provided link.
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2. **🗣️ Speech Recognition:** Utilizes the whisper model to extract utterances from the video and converts them to text, saving the transcription as a script file.
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3. **⏱️ Video Duration:** Determines the duration of the video.
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4. **📝 Short Transcription:** Creates a short transcription from the full transcription that highlights the best parts of the video.
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5. **🎥 Short Video** Creation: Creates a short video by joining segments from the original video based on the short transcription.
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## Installation
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**Prerequisites:**
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Bash
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python main.py
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![image](https://github.com/langschain/Autogen_Video_Refinement/assets/100914015/51221352-d6aa-4b76-8e58-e97001d955e8)
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**Additional Notes:**
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