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whisper-medium-el-n3
emilios/whisper-medium-el-n3
whisper-medium-el-n3 is a automatic speech recognition model from emilios. 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 21, 2022
- Updated
- Dec 23, 2022
- SHA
- 14da60c8
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 Greek El Greco
This model is a fine-tuned version of emilios/whisper-medium-el-n2 on the mozilla-foundation/common_voice_11_0 el dataset. It achieves the following results on the evaluation set:
- Loss: 0.5669
- Wer: 9.8997
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: 3e-06
- train_batch_size: 32
- eval_batch_size: 16
- seed: 42
- distributed_type: multi-GPU
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- training_steps: 11000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0014 | 58.82 | 1000 | 0.4951 | 10.3640 |
| 0.0006 | 117.65 | 2000 | 0.5181 | 10.2805 |
| 0.0007 | 175.82 | 3000 | 0.5317 | 10.1133 |
| 0.0004 | 234.65 | 4000 | 0.5396 | 10.1226 |
| 0.0004 | 293.47 | 5000 | 0.5532 | 10.1040 |
| 0.0013 | 352.29 | 6000 | 0.5645 | 10.0854 |
| 0.0002 | 411.12 | 7000 | 0.5669 | 10.1133 |
| 0.0001 | 469.94 | 8000 | 0.5669 | 9.8997 |
| 0.0001 | 528.76 | 9000 | 0.5645 | 9.9276 |
| 0.0001 | 587.82 | 10000 | 0.5674 | 9.9647 |
| 0.0003 | 646.82 | 11000 | 0.5669 | 9.9461 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 2.0.0.dev20221216+cu116
- Datasets 2.7.1.dev0
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- el
- Created
- Dec 21, 2022
- Updated
- Dec 23, 2022