Sound50K is an open-weight model from Trank D.Brown, released under pddl. Its published files total 2.4 GB.
Parameters—
Context—
Weights2.4 GB
Licensepddl
AccessOpen weights
Monthly Downloads—
Model Card
The publisher has not written a card for this model.
Identity and Version
- Repository
- Trank123/Sound50K
- Publisher
- Trank D.Brown
- Task
- Not stated by the source
- Modality
- Other
- Library
- Not stated by the source
- Parameters
- Not stated by the source
- Languages
- Not stated by the source
- Revision
- be5c6e69aac23acb1519840fe75b5daed638f3ad
- First published
- 2026-10-09
- Last updated
- 2026-10-12
Files and Weights
100 files, 2.4 GB in total. The weights are 22 files totalling 2.4 GB in ckpt, pth.
Weights22 files · 2.4 GB
Configuration32 files · 40.1 KB
Documentation1 file · 22 B
Other44 files · 1.3 MB
Repository1 file · 2.0 KB
Every file
| File | Type | Size | SHA-256 |
|---|---|---|---|
| Cnn14_16k_mAP=0.438.pth | Weights | 358.7 MB | e2ee543a2791 |
| Cnn14_mAP=0.431.pth | Weights | 327.4 MB | 0dc499e40e97 |
| checkpoints_net_gt_frozen/fold1/fold1-epoch=48-val_f1=0.4198-val_acc=0.4325.ckpt | Weights | 10.0 MB | 7e171db27e53 |
| checkpoints_net_gt_frozen/fold2/fold2-epoch=76-val_f1=0.4887-val_acc=0.5126.ckpt | Weights | 10.0 MB | fbe221367b7c |
| checkpoints_net_gt_frozen/fold3/fold3-epoch=75-val_f1=0.5734-val_acc=0.5900.ckpt | Weights | 10.0 MB | 754e83859fb6 |
| checkpoints_net_gt_frozen/fold4/fold4-epoch=83-val_f1=0.4940-val_acc=0.5164.ckpt | Weights | 10.0 MB | 19bf12f4bc08 |
| checkpoints_net_gt_frozen/fold5/fold5-epoch=74-val_f1=0.5379-val_acc=0.5550.ckpt | Weights | 10.0 MB | 6cde330ef61d |
| checkpoints_panns_transfer/fold1/fold1-epoch=45-val_f1=0.9571-val_acc=0.9575.ckpt | Weights | 324.6 MB | 8337e9da9501 |
| checkpoints_panns_transfer/fold2/fold2-epoch=30-val_f1=0.9189-val_acc=0.9196.ckpt | Weights | 324.6 MB | a6cb547c23e1 |
| checkpoints_panns_transfer/fold3/fold3-epoch=23-val_f1=0.9490-val_acc=0.9500.ckpt | Weights | 324.6 MB | 9ee52c6e00c2 |
| checkpoints_panns_transfer/fold4/fold4-epoch=35-val_f1=0.9231-val_acc=0.9244.ckpt | Weights | 324.6 MB | f6f04da71884 |
| checkpoints_panns_transfer/fold5/fold5-epoch=33-val_f1=0.9504-val_acc=0.9550.ckpt | Weights | 324.6 MB | c1b609005d31 |
| checkpoints_test_1/fold0/checkpoints_test_1/fold0/checkpoints_test_1/fold0/checkpoints_test_1/fold0/fold1-epoch=01-val_f1=0.0044-val_acc=0.0375.ckpt | Weights | 5.7 MB | 93325d80c0e3 |
| checkpoints_test_1/fold0/checkpoints_test_1/fold0/checkpoints_test_1/fold0/fold1-epoch=01-val_f1=0.0044-val_acc=0.0375.ckpt | Weights | 5.7 MB | 93325d80c0e3 |
| checkpoints_test_1/fold0/checkpoints_test_1/fold0/fold1-epoch=01-val_f1=0.0044-val_acc=0.0375.ckpt | Weights | 5.7 MB | 93325d80c0e3 |
| checkpoints_test_1/fold0/fold1-epoch=01-val_f1=0.0044-val_acc=0.0375.ckpt | Weights | 5.7 MB | 93325d80c0e3 |
| checkpoints_test_1/fold0/fold1-epoch=51-val_f1=0.3573-val_acc=0.3938.ckpt | Weights | 5.7 MB | 1fdd6f8b6712 |
| checkpoints_test_1/fold0/fold1-epoch=52-val_f1=0.4751-val_acc=0.5025.ckpt | Weights | 5.7 MB | 4d13dd8b873a |
| checkpoints_test_1/fold0/fold1-epoch=54-val_f1=0.4638-val_acc=0.4925.ckpt | Weights | 5.7 MB | d613f457a4ae |
| checkpoints_test_1/fold0/fold1-epoch=56-val_f1=0.5621-val_acc=0.5813.ckpt | Weights | 5.7 MB | ff7a9799c99b |
| checkpoints_test_1/fold1/fold2-epoch=08-val_f1=0.1843-val_acc=0.2437.ckpt | Weights | 5.7 MB | 65a791792ed7 |
| checkpoints_test_1/fold1/fold2-epoch=58-val_f1=0.4673-val_acc=0.4975.ckpt | Weights | 5.7 MB | 33be5c197341 |
| checkpoints_net_gt_frozen/fold1/lightning_logs/tb/version_0/hparams.yaml | Configuration | 278 B | — |
| checkpoints_net_gt_frozen/fold1/metrics.json | Configuration | 479 B | — |
| checkpoints_net_gt_frozen/fold2/lightning_logs/tb/version_0/hparams.yaml | Configuration | 278 B | — |
| checkpoints_net_gt_frozen/fold2/lightning_logs/tb/version_1/hparams.yaml | Configuration | 278 B | — |
| checkpoints_net_gt_frozen/fold2/metrics.json | Configuration | 479 B | — |
| checkpoints_net_gt_frozen/fold3/lightning_logs/tb/version_0/hparams.yaml | Configuration | 278 B | — |
| checkpoints_net_gt_frozen/fold3/metrics.json | Configuration | 478 B | — |
| checkpoints_net_gt_frozen/fold4/lightning_logs/tb/version_0/hparams.yaml | Configuration | 278 B | — |
| checkpoints_net_gt_frozen/fold4/metrics.json | Configuration | 479 B | — |
| checkpoints_net_gt_frozen/fold5/lightning_logs/tb/version_0/hparams.yaml | Configuration | 278 B | — |
| checkpoints_net_gt_frozen/fold5/metrics.json | Configuration | 479 B | — |
| checkpoints_panns_transfer/fold1/classification_report_fold1.json | Configuration | 5.9 KB | — |
| checkpoints_panns_transfer/fold1/lightning_logs/tb/version_0/hparams.yaml | Configuration | 264 B | — |
| checkpoints_panns_transfer/fold1/metrics.json | Configuration | 540 B | — |
| checkpoints_panns_transfer/fold2/classification_report_fold2.json | Configuration | 6.0 KB | — |
| checkpoints_panns_transfer/fold2/lightning_logs/tb/version_0/hparams.yaml | Configuration | 264 B | — |
| checkpoints_panns_transfer/fold2/metrics.json | Configuration | 541 B | — |
| checkpoints_panns_transfer/fold3/classification_report_fold3.json | Configuration | 6.0 KB | — |
| checkpoints_panns_transfer/fold3/lightning_logs/tb/version_0/hparams.yaml | Configuration | 264 B | — |
| checkpoints_panns_transfer/fold3/metrics.json | Configuration | 539 B | — |
| checkpoints_panns_transfer/fold4/classification_report_fold4.json | Configuration | 5.9 KB | — |
| checkpoints_panns_transfer/fold4/lightning_logs/tb/version_0/hparams.yaml | Configuration | 264 B | — |
| checkpoints_panns_transfer/fold4/metrics.json | Configuration | 540 B | — |
| checkpoints_panns_transfer/fold5/classification_report_fold5.json | Configuration | 6.2 KB | — |
| checkpoints_panns_transfer/fold5/lightning_logs/tb/version_0/hparams.yaml | Configuration | 264 B | — |
| checkpoints_panns_transfer/fold5/metrics.json | Configuration | 538 B | — |
| checkpoints_test_1/fold0/lightning_logs/tb/version_0/hparams.yaml | Configuration | 226 B | — |
| checkpoints_test_1/fold0/lightning_logs/tb/version_1/hparams.yaml | Configuration | 225 B | — |
| checkpoints_test_1/fold0/metrics.json | Configuration | 591 B | — |
| checkpoints_test_1/fold1/lightning_logs/tb/version_0/hparams.yaml | Configuration | 226 B | — |
| checkpoints_test_1/fold1/lightning_logs/tb/version_2/hparams.yaml | Configuration | 226 B | — |
| checkpoints_test_1/fold1/metrics.json | Configuration | 439 B | — |
| README.md | Documentation | 22 B | — |
| checkpoints_net_gt_frozen/fold1/lightning_logs/tb/version_0/events.out.tfevents.1791622911.eb7a1c74b4de.4021.0 | Other | 47.1 KB | e9a10dab812e |
| checkpoints_net_gt_frozen/fold1/lightning_logs/tb/version_0/events.out.tfevents.1791624851.eb7a1c74b4de.4021.1 | Other | 1.3 KB | f1539eb3b899 |
| checkpoints_net_gt_frozen/fold2/lightning_logs/tb/version_0/events.out.tfevents.1791624866.eb7a1c74b4de.4021.2 | Other | 1.1 KB | f627a81b698c |
| checkpoints_net_gt_frozen/fold2/lightning_logs/tb/version_1/events.out.tfevents.1791624937.eb7a1c74b4de.4021.4 | Other | 62.5 KB | 93f4a4233736 |
| checkpoints_net_gt_frozen/fold2/lightning_logs/tb/version_1/events.out.tfevents.1791627376.eb7a1c74b4de.4021.5 | Other | 1.3 KB | 030121f66d4e |
| checkpoints_net_gt_frozen/fold3/lightning_logs/tb/version_0/events.out.tfevents.1791629327.f7d384264c00.1914.0 | Other | 70.2 KB | 597d5f19db1b |
| checkpoints_net_gt_frozen/fold3/lightning_logs/tb/version_0/events.out.tfevents.1791632701.f7d384264c00.1914.1 | Other | 1.3 KB | 722755084982 |
| checkpoints_net_gt_frozen/fold4/lightning_logs/tb/version_0/events.out.tfevents.1791632722.f7d384264c00.1914.2 | Other | 70.2 KB | d7da931fcd85 |
| checkpoints_net_gt_frozen/fold4/lightning_logs/tb/version_0/events.out.tfevents.1791636107.f7d384264c00.1914.3 | Other | 1.3 KB | e90b722eb7ec |
| checkpoints_net_gt_frozen/fold5/lightning_logs/tb/version_0/events.out.tfevents.1791636124.f7d384264c00.1914.4 | Other | 70.2 KB | a12de5ca4f03 |
| checkpoints_net_gt_frozen/fold5/lightning_logs/tb/version_0/events.out.tfevents.1791639458.f7d384264c00.1914.5 | Other | 1.3 KB | f40898076fb0 |
| checkpoints_panns_transfer/fold1/confusion_matrix_fold1.csv | Other | 6.0 KB | — |
| checkpoints_panns_transfer/fold1/confusion_matrix_fold1.png | Other | 107.8 KB | 04c608301826 |
| checkpoints_panns_transfer/fold1/lightning_logs/tb/version_0/events.out.tfevents.1791766486.016c5baad10e.4722.0 | Other | 46.4 KB | 842190912a88 |
| checkpoints_panns_transfer/fold1/lightning_logs/tb/version_0/events.out.tfevents.1791768526.016c5baad10e.4722.1 | Other | 1.2 KB | fa06a38c9fdc |
| checkpoints_panns_transfer/fold2/confusion_matrix_fold2.csv | Other | 6.0 KB | — |
| checkpoints_panns_transfer/fold2/confusion_matrix_fold2.png | Other | 107.9 KB | 29a5e14511cd |
| checkpoints_panns_transfer/fold2/lightning_logs/tb/version_0/events.out.tfevents.1791768553.016c5baad10e.4722.2 | Other | 27.0 KB | a67aa854aba1 |
| checkpoints_panns_transfer/fold2/lightning_logs/tb/version_0/events.out.tfevents.1791769913.016c5baad10e.4722.3 | Other | 1.2 KB | 0cffd5366c12 |
| checkpoints_panns_transfer/fold3/confusion_matrix_fold3.csv | Other | 6.0 KB | — |
| checkpoints_panns_transfer/fold3/confusion_matrix_fold3.png | Other | 108.2 KB | 640c1e3d6a5a |
| checkpoints_panns_transfer/fold3/lightning_logs/tb/version_0/events.out.tfevents.1791769936.016c5baad10e.4722.4 | Other | 30.0 KB | b459e437fa7c |
| checkpoints_panns_transfer/fold3/lightning_logs/tb/version_0/events.out.tfevents.1791771335.016c5baad10e.4722.5 | Other | 1.2 KB | 6c6ced2f3905 |
| checkpoints_panns_transfer/fold4/confusion_matrix_fold4.csv | Other | 6.0 KB | — |
| checkpoints_panns_transfer/fold4/confusion_matrix_fold4.png | Other | 107.8 KB | cbb72d1a08ca |
| checkpoints_panns_transfer/fold4/lightning_logs/tb/version_0/events.out.tfevents.1791771380.016c5baad10e.4722.6 | Other | 39.0 KB | 0d04ae33b5bb |
| checkpoints_panns_transfer/fold4/lightning_logs/tb/version_0/events.out.tfevents.1791773331.016c5baad10e.4722.7 | Other | 1.2 KB | 688cfebd2e3b |
| checkpoints_panns_transfer/fold5/confusion_matrix_fold5.csv | Other | 6.0 KB | — |
| checkpoints_panns_transfer/fold5/confusion_matrix_fold5.png | Other | 108.2 KB | e365bb4ba738 |
| checkpoints_panns_transfer/fold5/lightning_logs/tb/version_0/events.out.tfevents.1791773361.016c5baad10e.4722.8 | Other | 33.7 KB | 80860f1bc87f |
| checkpoints_panns_transfer/fold5/lightning_logs/tb/version_0/events.out.tfevents.1791774838.016c5baad10e.4722.9 | Other | 1.2 KB | 015408b0d061 |
| checkpoints_test_1/fold0/lightning_logs/tb/version_0/events.out.tfevents.1791601516.244afbeec0e7.11709.0 | Other | 2.6 KB | de40031e0d3e |
| checkpoints_test_1/fold0/lightning_logs/tb/version_0/events.out.tfevents.1791604491.a2e8d76c6f6d.457.0 | Other | 46.0 KB | e90ce63b429e |
| checkpoints_test_1/fold0/lightning_logs/tb/version_0/events.out.tfevents.1791606049.a2e8d76c6f6d.457.1 | Other | 1.2 KB | f100bc51737c |
| checkpoints_test_1/fold0/lightning_logs/tb/version_0/events.out.tfevents.1791609469.6f78f66b7e07.4107.0 | Other | 45.5 KB | 6e5ceabeb04d |
| checkpoints_test_1/fold0/lightning_logs/tb/version_0/events.out.tfevents.1791611188.6f78f66b7e07.4107.1 | Other | 1.2 KB | 39a14373da8c |
| checkpoints_test_1/fold0/lightning_logs/tb/version_0/events.out.tfevents.1791614799.b5dc27b06d6f.2797.0 | Other | 45.5 KB | 4ab46d20ae3b |
| checkpoints_test_1/fold0/lightning_logs/tb/version_0/events.out.tfevents.1791616625.b5dc27b06d6f.2797.1 | Other | 1.2 KB | aa72c3461487 |
| checkpoints_test_1/fold0/lightning_logs/tb/version_1/events.out.tfevents.1791601659.244afbeec0e7.11709.1 | Other | 47.5 KB | f1f5d803cf9a |
| checkpoints_test_1/fold0/lightning_logs/tb/version_1/events.out.tfevents.1791603610.244afbeec0e7.11709.2 | Other | 1.2 KB | 160eb18e70a1 |
| checkpoints_test_1/fold1/lightning_logs/tb/version_0/events.out.tfevents.1791611228.6f78f66b7e07.4107.2 | Other | 8.1 KB | 9e3e4c8eaf6d |
| checkpoints_test_1/fold1/lightning_logs/tb/version_1/events.out.tfevents.1791611570.6f78f66b7e07.4107.3 | Other | 88 B | b67176def22f |
| checkpoints_test_1/fold1/lightning_logs/tb/version_2/events.out.tfevents.1791611682.6f78f66b7e07.4107.4 | Other | 47.0 KB | 3eabefc3e255 |
| checkpoints_test_1/fold1/lightning_logs/tb/version_2/events.out.tfevents.1791613496.6f78f66b7e07.4107.5 | Other | 1.2 KB | 4461b4589766 |
| .gitattributes | Repository | 2.0 KB | — |
License and Download
- License
- pddl
- Access
- Open weights, no gate
- Download size
- 2.4 GB
Download from Trank D.Brown
Released by Trank D.Brown through its official repository on Hugging Face.
Memory Requirements
| Precision | Weights in memory |
|---|---|
| As published | 2.4 GB |
Weights only, from the published parameter count; the key-value cache and runtime add to this.
Questions About Sound50K
What license is Sound50K released under?
pddl, as its publisher declares it. Read the license text before commercial use.