Downloads · 30 days
13
3% of all-time downloads
whisper-small-sl
umutmb/whisper-small-sl
whisper-small-sl is a automatic speech recognition model from umutmb. 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
392
Public
Repo size
5.8 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin967 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Jul 11, 2023
- Updated
- Jul 12, 2023
- SHA
- 30c68562
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 Slovenian
This model is a fine-tuned version of openai/whisper-small on the mozilla-foundation/common_voice_11_0 sl dataset. It achieves the following results on the evaluation set:
- Loss: 0.7109
- Wer: 27.0262
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: 32
- 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
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.006 | 13.0 | 1000 | 0.5072 | 28.3382 |
| 0.0011 | 26.0 | 2000 | 0.7109 | 27.0262 |
| 0.0005 | 39.01 | 3000 | 0.8865 | 27.1866 |
| 0.0 | 52.01 | 4000 | 1.0261 | 29.0087 |
| 0.0 | 65.01 | 5000 | 1.0872 | 28.9650 |
Framework versions
- Transformers 4.31.0.dev0
- Pytorch 2.0.1+cu117
- Datasets 2.13.2.dev0
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- sl
- Created
- Jul 11, 2023
- Updated
- Jul 12, 2023