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ddman1101/
Separate-and-Detect

Name: Separate-and-Detect
Availability: InStock

audio

music

source-separation

automatic-music-transcription

drum-transcription

latent-diffusion

mit

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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:

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.