Bagus / wavlm_base-plus_emodb

huggingface.co
Total runs: 15
24-hour runs: 2
7-day runs: 2
30-day runs: 6
Model's Last Updated: May 30 2024

Introduction of wavlm_base-plus_emodb

Model Details of wavlm_base-plus_emodb

wavlm_base-plus_emodb

This model is a fine-tuned version of microsoft/wavlm-base-plus on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 1.1390
  • Uar: 0.6759
  • Acc: 0.7426
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 0.0001
  • train_batch_size: 16
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 4
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 10
Training results
Training Loss Epoch Step Validation Loss Uar Acc
No log 0.31 1 1.3804 0.3148 0.4559
No log 0.62 2 1.3739 0.2593 0.4118
No log 0.92 3 1.3586 0.25 0.4044
1.4729 1.23 4 1.3445 0.25 0.4044
1.4729 1.54 5 1.3265 0.3056 0.4485
1.4729 1.85 6 1.3054 0.4167 0.5368
1.3428 2.15 7 1.2888 0.4352 0.5515
1.3428 2.46 8 1.2719 0.4630 0.5735
1.3428 2.77 9 1.2511 0.5093 0.6103
1.2214 3.08 10 1.2465 0.5833 0.6691
1.2214 3.38 11 1.2409 0.5370 0.6324
1.2214 3.69 12 1.2366 0.5000 0.6029
1.2214 4.0 13 1.2346 0.5185 0.6176
0.7965 4.31 14 1.2130 0.6574 0.7279
0.7965 4.62 15 1.1881 0.7222 0.7794
0.7965 4.92 16 1.1775 0.7407 0.7941
0.9522 5.23 17 1.1707 0.7315 0.7868
0.9522 5.54 18 1.1667 0.7222 0.7794
0.9522 5.85 19 1.1636 0.7130 0.7721
0.8702 6.15 20 1.1628 0.7037 0.7647
0.8702 6.46 21 1.1557 0.7037 0.7647
0.8702 6.77 22 1.1444 0.7130 0.7721
0.7803 7.08 23 1.1378 0.7130 0.7721
0.7803 7.38 24 1.1331 0.7130 0.7721
0.7803 7.69 25 1.1339 0.7037 0.7647
0.7803 8.0 26 1.1363 0.6944 0.7574
0.5654 8.31 27 1.1382 0.6759 0.7426
0.5654 8.62 28 1.1394 0.6759 0.7426
0.5654 8.92 29 1.1395 0.6759 0.7426
0.7148 9.23 30 1.1390 0.6759 0.7426
Framework versions
  • Transformers 4.32.0
  • Pytorch 2.3.0+cu121
  • Datasets 2.19.1
  • Tokenizers 0.13.3

Runs of Bagus wavlm_base-plus_emodb on huggingface.co

15
Total runs
2
24-hour runs
1
3-day runs
2
7-day runs
6
30-day runs

More Information About wavlm_base-plus_emodb huggingface.co Model

wavlm_base-plus_emodb huggingface.co

wavlm_base-plus_emodb huggingface.co is an AI model on huggingface.co that provides wavlm_base-plus_emodb's model effect (), which can be used instantly with this Bagus wavlm_base-plus_emodb model. huggingface.co supports a free trial of the wavlm_base-plus_emodb model, and also provides paid use of the wavlm_base-plus_emodb. Support call wavlm_base-plus_emodb model through api, including Node.js, Python, http.

wavlm_base-plus_emodb huggingface.co Url

https://huggingface.co/Bagus/wavlm_base-plus_emodb

Bagus wavlm_base-plus_emodb online free

wavlm_base-plus_emodb huggingface.co is an online trial and call api platform, which integrates wavlm_base-plus_emodb's modeling effects, including api services, and provides a free online trial of wavlm_base-plus_emodb, you can try wavlm_base-plus_emodb online for free by clicking the link below.

Bagus wavlm_base-plus_emodb online free url in huggingface.co:

https://huggingface.co/Bagus/wavlm_base-plus_emodb

wavlm_base-plus_emodb install

wavlm_base-plus_emodb is an open source model from GitHub that offers a free installation service, and any user can find wavlm_base-plus_emodb on GitHub to install. At the same time, huggingface.co provides the effect of wavlm_base-plus_emodb install, users can directly use wavlm_base-plus_emodb installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

wavlm_base-plus_emodb install url in huggingface.co:

https://huggingface.co/Bagus/wavlm_base-plus_emodb

Url of wavlm_base-plus_emodb

wavlm_base-plus_emodb huggingface.co Url

Provider of wavlm_base-plus_emodb huggingface.co

Bagus
ORGANIZATIONS

Other API from Bagus

huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:October 20 2021
huggingface.co

Total runs: 0
Run Growth: 0
Growth Rate: 0.00%
Updated:December 10 2021