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Generate SRT subtitles from audio/video files using WhisperX

Project description

subtitle-engine

Generate .srt subtitle files from audio or video files using WhisperX. Optionally generate a caption from the transcript with a local Ollama LLM.

Installation

Requires Python 3.12 or newer.

pip install subtitle-engine

Or install from source:

git clone https://github.com/leevipuntanen/subtitle-engine.git
cd subtitle-engine
python -m venv .venv
source .venv/bin/activate
pip install -e ".[dev]"

Usage

# Basic usage — writes <input>.srt next to the source file
subeng video.mp4

# Specify output file
subeng video.mp4 --output subtitles.srt

# Use a different model or language
subeng video.mp4 --model medium --language fi

# Force CPU / CUDA
subeng video.mp4 --device cpu

# Speaker diarization (requires a Hugging Face token)
subeng video.mp4 --diarize --hf-token $HF_TOKEN

# Generate a caption from the transcript using Ollama
subeng video.mp4 --caption --ollama-model qwen3.5:0.8b

Options

Option Description
--output, -o Output SRT file path
--model, -m WhisperX model: tiny, base, small (default), medium, large-v2, large-v3
--language, -l ISO language code, e.g. en, fi. Auto-detected if omitted.
--device, -d cpu or cuda. Auto-detected if omitted.
--batch-size, -b Inference batch size (default: 16)
--compute-type, -c int8 or float16. Auto-selected if omitted.
--diarize Enable speaker diarization
--hf-token Hugging Face token for diarization (or set HF_TOKEN env var)
--caption Generate a caption from the transcript via Ollama
--ollama-model Ollama model name (required with --caption)
--ollama-host Ollama API host (default: http://localhost:11434)

Development

Run the test suite:

pytest

License

MIT

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