🎥 AI Shorts Generator

AI Shorts Generator is an intelligent video processing tool that automatically creates highlight reels with subtitles from your videos. Perfect for political speeches, interviews, or any dialogue-driven content, it extracts key segments, generates precise subtitles, and produces a polished highlights video—all with minimal manual intervention.

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✨ Overview

• Automatic Highlight Extraction:
  The tool analyzes your video, extracts audio, transcribes speech, and leverages a powerful LLM to identify continuous, coherent fragments for your highlight reel.

• Dynamic Subtitle Generation:
  Advanced transcription and alignment techniques produce precise subtitles that sync perfectly with your video content.

• Smart Video Processing:
  With built-in face tracking and dynamic cropping, every highlight is beautifully framed, ensuring a professional, cinematic result.

• Flexible Customization:
  Adjust parameters such as maximum highlight duration and LLM model usage to suit your specific needs.

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🚀 Installation

1. install ffmpeg
2. install cuda and cudnn for linux : instructions

 pip install --upgrade git+https://github.com/miskibin/ai-shorts-generator

All necessary dependencies will be automatically installed.

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🛠️ Usage

Once installed, you can process your videos directly from the command line. Here’s a typical command:

python -m generator <video_path> [OPTIONS] 

Command Options

• video_path
  Path to the input video file.

• --output
  Destination path for the generated highlights video.

• --llm-model
  (Optional) Specify an LLM model for advanced segment selection.
  Note: To use the LLM functionality, you must install Ollama and the appropriate models.

• --model-size
  Choose the model size for subtitle generation (e.g., base).

• --max-duration
  Maximum duration (in seconds) for the highlights video.

The tool will:

1. Extract Audio:
   Pull the audio track from your video.

2. Generate Transcription & Subtitles:
   Transcribe and align speech to create precise subtitles.

3. Process Video:
   Utilize smart cropping and face tracking to produce a well-framed highlights reel.

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📌 Getting Started

1. Install the Package:
   Download and install the latest wheel file from the release page.

2. (Optional) Configure LLM Support:
   If you want to enable advanced highlight selection using an LLM, make sure to install Ollama and download the necessary models.

3. Run the Command:
   Execute the CLI command as shown above to process your video file.

4. Review Your Highlights:
   Find your generated highlights video at the specified output path and enjoy your content reimagined!s!