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whisper-tiny-ru
MachineTrofimov/whisper-tiny-ru
whisper-tiny-ru is a automatic speech recognition model from MachineTrofimov. 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 10, 2024
- Updated
- May 12, 2024
- SHA
- 58b53325
Base models
Datasets
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-tiny-ru
This model is a fine-tuned version of openai/whisper-tiny on the Podlodka Speech dataset. It achieves the following results on the evaluation set:
- Loss: 1.2475
- Wer: 83.7270
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: 8
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 40
- training_steps: 200
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.9999 | 4.4444 | 40 | 1.2054 | 71.8285 |
| 0.4535 | 8.8889 | 80 | 1.1539 | 73.2283 |
| 0.2849 | 13.3333 | 120 | 1.1958 | 104.5494 |
| 0.1674 | 17.7778 | 160 | 1.2341 | 79.2651 |
| 0.1372 | 22.2222 | 200 | 1.2475 | 83.7270 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ru
- Created
- May 10, 2024
- Updated
- May 12, 2024