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Published July 15, 2026 | Version v1
Model Open

Checkpoints for pruned and Unpruned (baseline) AudioLDM-M-Full model

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:

  1. audioldm-m-full.ckpt: pre-trained AudioLDM-M-Full checkpoint
  2. Unet_model-m.ckpt : pre-trained U-Net model checkpoint
  3.  l1_audioldm-m-full_p1.ckpt: Pruned checkpoints, with b4 (or p) = 1, {b1,b2,b3} = {1,2,3}
  4.   l1_audioldm-m-full_p1_dp1.ckpt: Pruned checkpoints, with b4 (or p) = 1, b3 (or dp) =1,  {b1,b2} = {1,2}
  5. l1_audioldm-m-full_p2_dp2.ckpt: Pruned checkpoints, with b4 (or p) = 2, b3 (or dp) =2,  {b1,b2} = {1,2}
  6. 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
md5:2666e6fc108a9c4fc0d19bbf26832905
3.5 GB Download
md5:2427ffb5955d56980f81dadeae189bbc
3.2 GB Download
md5:9ca234f88784e51c10b9e72620b6432e
540.4 MB Download
md5:a4cd11ff83438ee0f9aa5fe0917f39e3
59.1 kB Download
md5:e44eaa7cbd5a358111d496d1cd246a33
1.7 GB Download

Additional details

Funding

Engineering and Physical Sciences Research Council
EP/Y028805/1

Software