Published July 15, 2026
| Version v1
Model
Open
Checkpoints for pruned and Unpruned (baseline) AudioLDM-M-Full model
Authors/Creators
Description
The files contain checkpoints of pruned and original text-to-audio generation model, AudioLDM-M-Full. The codes associated with the checkpoints are included here: Github Link.
A description of attached files is below:
- audioldm-m-full.ckpt: pre-trained AudioLDM-M-Full checkpoint
- Unet_model-m.ckpt : pre-trained U-Net model checkpoint
- l1_audioldm-m-full_p1.ckpt: Pruned checkpoints, with b4 (or p) = 1, {b1,b2,b3} = {1,2,3}
- l1_audioldm-m-full_p1_dp1.ckpt: Pruned checkpoints, with b4 (or p) = 1, b3 (or dp) =1, {b1,b2} = {1,2}
- l1_audioldm-m-full_p2_dp2.ckpt: Pruned checkpoints, with b4 (or p) = 2, b3 (or dp) =2, {b1,b2} = {1,2}
- sorted_indexes_dict.pkl: sorted indxes across convolutional layers of U-Net using $l_1$-norm based pruning method.
Files
Files
(13.5 GB)
| Name | Size | |
|---|---|---|
|
md5:46bad9f176651404b3cf1484942749b9
|
4.6 GB | Download |
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md5:2666e6fc108a9c4fc0d19bbf26832905
|
3.5 GB | Download |
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md5:2427ffb5955d56980f81dadeae189bbc
|
3.2 GB | Download |
|
md5:9ca234f88784e51c10b9e72620b6432e
|
540.4 MB | Download |
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md5:a4cd11ff83438ee0f9aa5fe0917f39e3
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59.1 kB | Download |
|
md5:e44eaa7cbd5a358111d496d1cd246a33
|
1.7 GB | Download |
Additional details
Funding
- Engineering and Physical Sciences Research Council
- EP/Y028805/1
Software
- Repository URL
- https://github.com/Arshdeep-Singh-Boparai/PruningAudioLDM.git
- Programming language
- Python