Downloads · 30 days
14
1% of all-time downloads
whisper-tiny-pt
dominguesm/whisper-tiny-pt
whisper-tiny-pt is a automatic speech recognition model from dominguesm. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as cc-by-4.0.
should probably proofread and complete it, then remove this comment. --
All-time downloads
1.8K
Public
Parameters
37.8M
907 MB on disk
Likes
3
Public
Repo makeup
Click a slice to open those files.
.bin151 MB · 50%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- cc-by-4.0
- Model type
- whisper
- Access
- Public
- Created
- Dec 11, 2022
- Updated
- Nov 4, 2024
- SHA
- a3b811d6
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 PT
This model is a fine-tuned version of openai/whisper-tiny on the Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.6077
- Wer: 29.9844
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: 8
- 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: 5000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.4143 | 1.04 | 500 | 0.5325 | 32.7399 |
| 0.2693 | 3.03 | 1000 | 0.4718 | 29.4867 |
| 0.1724 | 5.01 | 1500 | 0.4758 | 28.7218 |
| 0.0849 | 7.0 | 2000 | 0.5070 | 29.2211 |
| 0.0659 | 8.04 | 2500 | 0.5223 | 29.3169 |
| 0.0539 | 10.03 | 3000 | 0.5402 | 30.1458 |
| 0.0376 | 12.02 | 3500 | 0.5755 | 29.9995 |
| 0.0217 | 14.0 | 4000 | 0.6067 | 29.6565 |
| 0.0168 | 15.04 | 4500 | 0.6082 | 29.8162 |
| 0.0205 | 17.03 | 5000 | 0.6077 | 29.9844 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.0+cu116
- Datasets 2.7.1.dev0
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- cc-by-4.0
- Languages
- pt
- Created
- Dec 11, 2022
- Updated
- Nov 4, 2024