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Prepare the `.env` file in the root of the cloned project with the following keys:\n    - `HUGGING_FACE_TOKEN`: Specifies the [Hugging Face token](https://huggingface.co/docs/hub/security-tokens) to use\n    - `SHOULD_TRAIN_FACES_BEFORE_EXECUTION`: Specifies whether face recognition data should be retrained before execution\n    - `SHOULD_SHOW_PREVIEWS`: Specifies whether a preview of the current frame will be displayed during processing\n    - `FILENAME_TO_PROCESS`: Specifies the filename to process, without its extension\n\n    ```dotenv\n    HUGGING_FACE_TOKEN=xxxxx\n\n    SHOULD_TRAIN_FACES_BEFORE_EXECUTION=1\n    SHOULD_SHOW_PREVIEWS=1\n\n    FILENAME_TO_PROCESS=\"Rick Astley - Never Gonna Give You Up\"\n    ```\n\n2. Accept the conditions of use for the [pyannote/speaker-diarization-3.1](https://huggingface.co/pyannote/speaker-diarization-3.1) pipeline on Hugging Face.\n3. Install [Homebrew](https://brew.sh), and run `brew install ffmpeg cmake` in your Terminal.\n4. Run `pip install -r requirements.txt` in your Terminal, from the project root.\n\n## Preparing Video Input\n\n1. Create a `media` folder in the project root.\n2. In the `media` folder, create an `input` folder, and put your video files in that folder.\n\n## Preparing Face Recognition Data\n\nIf you are using face recognition (`label_faces`), you will need to prepare a set of embeddings to use.\n\n1. Create a `models` folder in the project root.\n2. In the `models` folder, create a `faces` folder.\n3. In the `faces` folder, insert photos of people you want to identify, separated by folders based on the person.\n4. Run `training.py` to generate the embeddings required for face recognition.\n\n## Running\n\n1. Run `main.py`.\n2. Open the `output` folder in the `media` folder to see the generated output.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkatagaki%2Ffiresidesubtitles","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkatagaki%2Ffiresidesubtitles","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkatagaki%2Ffiresidesubtitles/lists"}