Release Date: October 26, 2025
This release marks a significant milestone for AudioMuse-AI with a major overhaul of our recommendation engine in v0.7.4-beta. The Similar Song functionality has been fundamentally evolved.
From 'Hub-and-Spoke' to a 'Journey' Model:
- Old Method: Playlists were generated by finding the nearest neighbors to a single seed song from the Voyager Index, ordered only by their distance from that initial track.
- New Method: The algorithm is now context-aware. It orders tracks not only by their distance from the seed song but also by their proximity to their immediate predecessor in the playlist. This creates a true radius path through your music library, resulting in a more natural and cohesive listening experience.
Song Maps also get rid offthe experimental tag and introduce the possibility to search song directly on the map.
Highlights
Performance and Flexibility Enhancements:
- Algorithm Optimization: The new Similar Song logic is more precise and boasts a significant speed improvement over the previous version.
- Faster Song Path Generation: The core Song Path algorithm has also been optimized for a noticeable performance boost.
- Variable-Length Paths: We've introduced the ability to generate Song Paths of a non-fixed size. This allows for more accurate and flexible results, which is especially powerful when creating longer, more intricate playlists.
- Song Map is not experimental anymore.
What's Changed
- Docker Compose templates for seperating CPU/GPU work and server by @erictbar in #125
- Update README.md by @Kooper16 in #139
- Devel -> Main by @NeptuneHub in #140
New Contributors
Full Changelog: v0.7.3-beta...v0.7.4-beta