Downloads · 30 days
5
2% of all-time downloads
whisper-medium-tw
JacobLinCool/whisper-medium-tw
whisper-medium-tw is a automatic speech recognition model from JacobLinCool. 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. --
All-time downloads
207
Public
Parameters
764M
12.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors3.1 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Jan 10, 2024
- Updated
- Jan 10, 2024
- SHA
- c7f4f2ee
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 zh-TW - Chinese
This model is a fine-tuned version of openai/whisper-medium on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.1496
- Cer: 99.9924
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: 500
- training_steps: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Cer |
|---|---|---|---|---|
| 0.1829 | 0.66 | 1000 | 0.1742 | 100.0076 |
| 0.0495 | 1.33 | 2000 | 0.1629 | 99.9824 |
| 0.044 | 1.99 | 3000 | 0.1497 | 99.9849 |
| 0.0193 | 2.65 | 4000 | 0.1496 | 99.9924 |
Framework versions
- Transformers 4.36.2
- Pytorch 2.1.0.post301
- Datasets 2.16.1
- Tokenizers 0.15.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- zh
- Created
- Jan 10, 2024
- Updated
- Jan 10, 2024