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
Project details
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