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FT-Frisian-10m
xuliu15/FT-Frisian-10m
FT-Frisian-10m is a automatic speech recognition model from xuliu15. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- May 29, 2024
- Updated
- May 31, 2024
- SHA
- dcdecf4c
Base models
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. -->
Whisper Small Frisian 10m
This model is a fine-tuned version of openai/whisper-small on the Common Voice 6.1 dataset. It achieves the following results on the evaluation set:
- Loss: 1.6643
- Wer: 64.6266
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: 1e-06
- 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: 50
- training_steps: 1000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 2.0562 | 6.6667 | 100 | 2.2740 | 83.4860 |
| 0.9187 | 13.3333 | 200 | 1.7749 | 76.7385 |
| 0.4133 | 20.0 | 300 | 1.6576 | 69.3317 |
| 0.1671 | 26.6667 | 400 | 1.6334 | 67.2679 |
| 0.0603 | 33.3333 | 500 | 1.6319 | 66.2770 |
| 0.0245 | 40.0 | 600 | 1.6433 | 65.6496 |
| 0.0138 | 46.6667 | 700 | 1.6522 | 64.6730 |
| 0.0104 | 53.3333 | 800 | 1.6591 | 64.5019 |
| 0.0089 | 60.0 | 900 | 1.6632 | 64.4876 |
| 0.0083 | 66.6667 | 1000 | 1.6643 | 64.6266 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.3.0+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- May 29, 2024
- Updated
- May 31, 2024