Downloads · 30 days
19
5% of all-time downloads
whisper-large-nob-ncc-s
versae/whisper-large-nob-ncc-s
whisper-large-nob-ncc-s is a automatic speech recognition model from versae. 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
368
Public
Parameters
1.5B
37 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin6.2 GB · 50%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Dec 10, 2022
- Updated
- May 16, 2025
- SHA
- b6921816
Datasets
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 Norwegian
This model is a fine-tuned version of openai/whisper-large-v2 on the NbAiLab/NCC_S dataset. It achieves the following results on the evaluation set:
- Loss: 0.2776
- Wer: 12.5152
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: 12
- eval_batch_size: 6
- seed: 42
- distributed_type: multi-GPU
- 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 |
|---|---|---|---|---|
| 0.6892 | 0.2 | 1000 | 0.3177 | 15.1035 |
| 0.6782 | 0.4 | 2000 | 0.3033 | 13.4592 |
| 0.6317 | 0.6 | 3000 | 0.2909 | 13.7637 |
| 0.5609 | 0.8 | 4000 | 0.2803 | 12.6675 |
| 0.5726 | 1.0 | 5000 | 0.2776 | 12.5152 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.0+cu117
- Datasets 2.7.1.dev0
- Tokenizers 0.11.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- no, nb
- Created
- Dec 10, 2022
- Updated
- May 16, 2025