Rare find

Band Split RoFormer. AI that separates singing, drums, bass, and instruments from any song.

github.com/lucidrains/BS-RoFormer

Problem

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Audience

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Market

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Pricing

The full read on this project is a sign-in away — what it solves, who it serves, and where it sits in the market.

Vaya's read on this project

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Updates

June 2026

cleanup slop Jun 14
move flow bs roformer towards more traditional ada ln zero/gaussian c… Jun 14
with gemini, add a flow matching variant for BS Roformer, using the x… Jun 13

February 2026

cite and invite trainers to try new research Feb 1
pope Feb 1
Release —1.1.0 Feb 1

January 2026

Release —1.0.6 Jan 17
bump hc Jan 17
Release —1.0.5 Jan 8
bump Jan 8
Release —1.0.4 Jan 6
bump Jan 6
Release —1.0.3 Jan 5
update HC Jan 5
Release —1.0.2 Jan 5
update to an improved hyper connections from deepseek Jan 5

August 2025

readme Aug 30
Release —0.9.2 Aug 17
0.9.2 Aug 17
fix learned value residual mixing in melband roformer Aug 17
Release —0.9.1 Aug 4
address https://github.com/lucidrains/BS-RoFormer/issues/47 Aug 4
Release —0.9.0 Aug 3
address https://github.com/lucidrains/BS-RoFormer/issues/46 Aug 3

July 2025

Release —0.8.1 Jul 14
0.8.1 Jul 14
fix from phone Jul 14
address https://github.com/lucidrains/BS-RoFormer/issues/44 Jul 14

June 2025

cleanup new hyper / frac connections Jun 17
allow for frac-connections, more efficient hyper-connections out of b… Jun 17