ElevenMusic Muse judge as a CLI — a free expert on audio captions and lyrics. Stdlib-only Python, no browser at runtime. Python, MIT licensed, standard library first. Source and docs: https://gitlab.com/ameobius-ai/elevenmusic-muse-plus
A free, stdlib-only Python CLI that judges the quality of audio captions and lyrics offline.
- for
- Developers and audio engineers needing automated caption/lyric quality checks.
- pricing
- open source
works withPython
Key features
5 features of elevenmusic-muse-plus
- CLI Interface — Run judgments from the command line without a browser.
- Stdlib-Only — Works with only Python's standard library, no external dependencies.
- Offline Evaluation — Analyzes audio captions locally and never sends data elsewhere.
- Free & MIT Licensed — Open source under the MIT license, no cost to use.
- Simple Installation — Install by cloning the repository and running with Python.
Use cases
- Batch-process a music library to flag low-quality captions.
- Integrate into CI pipelines to enforce caption standards.
- Validate lyric transcriptions before publishing.
- Run quality checks in secure, air-gapped environments.
elevenmusic-muse-plus FAQ
Does the tool send any data over the internet?+
No, it reads local files and never transmits data.
What runtime is required?+
Any Python interpreter with the standard library; no additional packages.
Is there a graphical interface?+
No, it is a command-line tool only.
Can it be used in CI/CD pipelines?+
Yes, its CLI nature makes it suitable for automated workflows.
What license is the tool released under?+
The project is MIT licensed.
Summarized by DevHunt from ameobius-products.ameobius-lane.workers.dev · Oct 24, 2026. Details may change; check the official site.











