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whisper-medium-eu-from-es
zuazo/whisper-medium-eu-from-es
whisper-medium-eu-from-es is a automatic speech recognition model from zuazo. 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
- Dec 26, 2023
- Updated
- Dec 27, 2023
- SHA
- 45526bb0
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 Medium Basque
This model is a fine-tuned version of zuazo/whisper-medium-es on the mozilla-foundation/common_voice_13_0 eu dataset. It achieves the following results on the evaluation set:
- Loss: 0.4263
- Wer: 14.6867
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-05
- train_batch_size: 64
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 10000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0225 | 4.02 | 1000 | 0.3040 | 17.9209 |
| 0.0033 | 9.01 | 2000 | 0.3343 | 16.1833 |
| 0.0019 | 14.01 | 3000 | 0.3607 | 15.8127 |
| 0.0015 | 19.01 | 4000 | 0.3632 | 15.6203 |
| 0.0013 | 24.01 | 5000 | 0.3704 | 15.7520 |
| 0.0001 | 29.0 | 6000 | 0.3977 | 14.7940 |
| 0.0001 | 33.02 | 7000 | 0.4104 | 14.7191 |
| 0.0001 | 38.02 | 8000 | 0.4198 | 14.6928 |
| 0.0001 | 43.01 | 9000 | 0.4263 | 14.6867 |
| 0.0 | 48.01 | 10000 | 0.4293 | 14.7130 |
Framework versions
- Transformers 4.33.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.14.4
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- eu
- Created
- Dec 26, 2023
- Updated
- Dec 27, 2023