---
license: mit
tags:
- audio
- music
- source-separation
- automatic-music-transcription
- drum-transcription
- latent-diffusion
---

# Separate-and-Detect (OB+TB)

This repository hosts the pretrained **OB+TB** checkpoint of **Separate-and-Detect: Unified Drum Transcription and Stem Generation via Latent Diffusion**.

The released model is the **Onset Branch + Timbre Branch (OB+TB)** version described in our paper.

## Model

- **Model:** Separate-and-Detect (OB+TB)
- **Architecture:** Latent Diffusion Model (MSG-LD)
- **Task:**
  - Drum stem generation
  - Multi-instrument drum transcription
- **Checkpoint:** `msgld_obtb.ckpt`

## Usage

Download the checkpoint:

```bash
wget https://huggingface.co/ddman1101/Separate-and-Detect/resolve/main/msgld_obtb.ckpt
```

The checkpoint can then be loaded using the code provided in the official GitHub repository.

## License

This repository is released under the MIT License.