Downloads · 30 days
6
12% of all-time downloads
whisper-v2-Lower-Saxon
golesheed/whisper-v2-Lower-Saxon
whisper-v2-Lower-Saxon is a automatic speech recognition model from golesheed. 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
52
Public
Parameters
1.5B
37 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors6.2 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Sep 23, 2024
- Updated
- Sep 23, 2024
- SHA
- e6728a89
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 Large V2
This model is a fine-tuned version of openai/whisper-large-v2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3623
- Wer: 21.2197
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: 3e-05
- train_batch_size: 12
- 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: 20
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.5651 | 0.75 | 15 | 0.4091 | 25.8916 |
| 0.2755 | 1.5 | 30 | 0.3437 | 23.1455 |
| 0.1284 | 2.25 | 45 | 0.3333 | 19.0086 |
| 0.0768 | 3.0 | 60 | 0.3305 | 27.7461 |
| 0.0365 | 3.75 | 75 | 0.3449 | 24.8752 |
| 0.0224 | 4.5 | 90 | 0.3623 | 21.2197 |
Framework versions
- Transformers 4.45.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- nl
- Created
- Sep 23, 2024
- Updated
- Sep 23, 2024