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breeze-dsw-tiny-id
hanasim/breeze-dsw-tiny-id
breeze-dsw-tiny-id is a automatic speech recognition model from hanasim. 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
- Jan 12, 2024
- Updated
- Jan 13, 2024
- SHA
- 9a0104cc
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. -->
Breeze DSW Indonesian - tiny
This model is a fine-tuned version of openai/whisper-tiny on the mozilla-foundation/common_voice_16_0 id dataset. It achieves the following results on the evaluation set:
- Loss: 0.7090
- Wer: 43.4447
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: 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: 1000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.99 | 0.1 | 100 | 0.8486 | 54.2460 |
| 0.7896 | 1.04 | 200 | 0.7578 | 48.3899 |
| 0.4164 | 1.14 | 300 | 0.7388 | 49.3284 |
| 0.5456 | 2.09 | 400 | 0.7178 | 45.7954 |
| 0.4761 | 3.03 | 500 | 0.7109 | 45.2158 |
| 0.2674 | 3.13 | 600 | 0.7007 | 44.8431 |
| 0.3628 | 4.08 | 700 | 0.7026 | 44.2497 |
| 0.2565 | 5.02 | 800 | 0.7085 | 44.5073 |
| 0.2147 | 5.12 | 900 | 0.7090 | 43.4447 |
| 0.28 | 6.06 | 1000 | 0.7134 | 43.9553 |
Framework versions
- Transformers 4.37.0.dev0
- Pytorch 2.1.2+cu121
- Datasets 2.16.2.dev0
- Tokenizers 0.15.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- id
- Created
- Jan 12, 2024
- Updated
- Jan 13, 2024