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PupuM2D
spellbrush/PupuM2D
PupuM2D is a other model from spellbrush. Use it for the other task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This is the official Hugging Face model repository for the paper "Frequency-Aware Self-Supervised Music Representation Learning".
Access
Public
Updated Aug 30, 2026
Repo size
48.9 GB
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8
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Repo makeup
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.bin24.9 GB · 51%
At a glance
- Task
- other
- License
- mit
- Access
- Public
- Created
- Jun 8, 2026
- Updated
- Aug 30, 2026
- SHA
- c0f9345a
Model card
From the Hugging Face model README
Frequency-Aware Self-Supervised Music Representation Learning
This is the official Hugging Face model repository for the paper "Frequency-Aware Self-Supervised Music Representation Learning".
- Project Page: https://www.yichenggu.com/PupuM2D/
- GitHub Repository: https://github.com/sizigi/PupuM2D/
Model Checkpoints
This repository contains the following checkpoints:
| Model Name | Directory | Description |
|---|---|---|
| PupuM2D-Tiny | ./PupuM2DV2_25Hz_tiny/* | 5M parameter tiny version of PupuM2D. |
| PupuM2D-Small | ./PupuM2DV2_25Hz_small/* | 22M parameter small version of PupuM2D. |
| PupuM2D-Base | ./PupuM2DV2_25Hz_base/* | 86M parameter base version of PupuM2D. |
| PupuM2D-Large | ./PupuM2DV2_25Hz_large/* | 307M parameter large version of PupuM2D. |
| PupuM2D-Huge | ./PupuM2DV2_25Hz_huge/* | 632M parameter huge version of PupuM2D. |
| PupuM2D-giant | ./PupuM2DV2_25Hz_giant/* | 1.1B parameter giant version of PupuM2D. |
How to use
You need to put the pretrained models in:
PupuM2D/experiments
of our official repository.
Citation
@article{PupuM2D,
title = {Frequency-Aware Self-Supervised Music Representation Learning},
author = {Yicheng Gu and Junan Zhang and Jerry Li and Zhizheng Wu and Lauri Juvela},
year = {2026},
journal = {arXiv:2606.25713},
}
- Task
- other
- License
- mit
- Created
- Jun 8, 2026
- Updated
- Aug 30, 2026