Downloads · 30 days
3
7% of all-time downloads
whisper-small-it
matteocirca/whisper-small-it
whisper-small-it is a automatic speech recognition model from matteocirca. 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
43
Public
Parameters
242M
6.8 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors967 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Dec 7, 2023
- Updated
- Dec 9, 2023
- SHA
- 745451b4
Base models
Spaces
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 Italian
This model is a fine-tuned version of openai/whisper-small on the type: common_voice_11_0, name: Common Voice 11.0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.2447
- Wer: 56.4799
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: 16
- 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
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.8509 | 0.13 | 100 | 0.8546 | 164.0451 |
| 0.4916 | 0.26 | 200 | 0.5683 | 119.5052 |
| 0.2073 | 0.39 | 300 | 0.2744 | 41.9652 |
| 0.1948 | 0.52 | 400 | 0.2681 | 62.8181 |
| 0.182 | 0.65 | 500 | 0.2678 | 51.2139 |
| 0.1658 | 0.78 | 600 | 0.2526 | 59.0466 |
| 0.1684 | 0.91 | 700 | 0.2447 | 56.4799 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.1.1
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- it
- Created
- Dec 7, 2023
- Updated
- Dec 9, 2023