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jjjtt1
joohwan/jjjtt1
jjjtt1 is a automatic speech recognition model from joohwan. 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. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- Model type
- wav2vec2
- Access
- Public
- Created
- Jun 20, 2023
- Updated
- Jun 20, 2023
- SHA
- 0ce14c6e
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. -->
waaaaabh
This model is a fine-tuned version of Hyuk/wav2vec2-korean-v2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.2211
- Cer: 0.2478
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: 8
- 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 | Cer |
|---|---|---|---|---|
| 20.3296 | 3.25 | 500 | 3.1922 | 0.9414 |
| 2.8739 | 6.49 | 1000 | 3.1014 | 0.7727 |
| 2.1991 | 9.74 | 1500 | 2.9818 | 0.6527 |
| 1.025 | 12.99 | 2000 | 1.1202 | 0.2879 |
| 0.2377 | 16.23 | 2500 | 1.2061 | 0.2660 |
| 0.1402 | 19.48 | 3000 | 1.2518 | 0.2629 |
| 0.1144 | 22.73 | 3500 | 1.2232 | 0.2553 |
| 0.0985 | 25.97 | 4000 | 1.2062 | 0.2478 |
| 0.0886 | 29.22 | 4500 | 1.2211 | 0.2478 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu118
- Datasets 2.13.0
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- wav2vec2
- Created
- Jun 20, 2023
- Updated
- Jun 20, 2023