Downloads · 30 days
2
1% of all-time downloads
pseudolabeling-step2-F04
monideep2255/pseudolabeling-step2-F04
pseudolabeling-step2-F04 is a automatic speech recognition model from monideep2255. Use it when you need speech turned into text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
All-time downloads
268
Public
Repo size
755 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin378 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- Model type
- wav2vec2
- Access
- Public
- Created
- Nov 19, 2022
- Updated
- Nov 19, 2022
- SHA
- ab75e399
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
pseudolabeling-step2-F04
This model is a fine-tuned version of yip-i/wav2vec2-pretrain-demo on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 5.2502
- Wer: 1.0
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: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 1000
- num_epochs: 30
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 74.4163 | 3.36 | 500 | 3.6878 | 1.0 |
| 3.3612 | 6.71 | 1000 | 3.5619 | 1.0 |
| 3.3127 | 10.07 | 1500 | 3.5773 | 1.0 |
| 3.2104 | 13.42 | 2000 | 3.5299 | 1.0 |
| 3.2067 | 16.78 | 2500 | 3.5704 | 0.9922 |
| 3.1511 | 20.13 | 3000 | 4.3842 | 1.0 |
| 3.0825 | 23.49 | 3500 | 4.2644 | 1.0 |
| 3.0959 | 26.85 | 4000 | 5.2502 | 1.0 |
Framework versions
- Transformers 4.23.1
- Pytorch 1.12.1+cu113
- Datasets 1.18.3
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- Created
- Nov 19, 2022
- Updated
- Nov 19, 2022