roformer

Production-ready UVR5 CLI & Docker image. Run SOTA separation models (Roformer, SCNet, MDX, Demucs, VR Architecture) on headless GPU servers without dependency hell.

MLX-native audio stem separation for Apple Silicon (Demucs, MDX, MDXC, VR, Roformer).

This repository contains all public UVR models, with possibly a few private ones included.

Clean audiobooks from background music and noise using MDX-Net/Roformer AI models. Handles large files with automatic chunking.

群友让我优化一下UVR5的4个常用的模型的推理速度，以及运行时环境的大小

Remove vocals from any song: karaoke instrumental and isolated vocals. Demucs + FastAPI + Svelte.

Remove the electric guitar from any song to make a backing track (MelBand-Roformer)

VocalDrop is a free AI vocal isolator and remover for macOS, Windows and Linux that runs entirely on your own hardware. No upload, no watermark, no subscription.

Local Stem AI — local GPU audio separation studio

Separazione stem (Demucs/Roformer) + mixer di pratica, testi e accordatore, per Windows. | Stem separation + practice mixer, lyrics & tuner for Windows.

AI-powered desktop DAW - stem separation, chord detection, karaoke

Senior Year Capstone Project

Local AI stem-separation workflows, model benchmarks and production recipes

A from-scratch study of Rotary Position Embedding in Transformers, including implementation, ablation experiments, language modeling evaluation, and comparison with the original RoFormer paper.