NeptuneHub/AudioMuse-AI v0.5.0-beta

AudioMuse AI v0.5.0-beta: Search for similar song with Annoy Index

on GitHub

Release Date: July 04, 2025

Our biggest beta drop yet! Discover similar songs using powerful embedding search, build smart playlists instantly, and enjoy a smoother, faster experience all around. Note: you’ll need to delete and rescan the entire database to use this new version.

Highlights

• Similar Song Discovery is LIVE
  Instantly search for any song you've already analyzed by typing just the first few letters of its title or artist.
  Select how many similar songs you want (e.g., 10 by default), and AudioMuse-AI will find them using fast embedding-based search using the Annoy index.
  One click, and the matching songs are turned into a ready-to-play playlist on Jellyfin — all available now at the /similarity page in the web app.

• New Web Interface
  Redesigned UI with a menu for easier navigation and feature access.

• Smarter, Faster Analysis
  Automatically skips previously analyzed songs to reduce redundant processing.

• Improved Task Queue Reliability
  More robust re-enqueue logic for failed tasks to keep analysis and clustering running smoothly.

• Enhanced Logging
  Clearer and more detailed logs for analysis and clustering. Expecially for clustering now you will have the full list of parameter passed as input directly in the log.

• Refactored app.py
  Cleaner architecture for easier code maintenance and development.

• GitHub Issue Template Added
  Simplifies bug reporting and feature requests for contributors.

What's Changed

• Devel -> Main by @NeptuneHub in #19

Full Changelog: v0.4.2-beta...v0.5.0-beta