Downloads · 30 days
8
20% of all-time downloads
whisper_nosp_0005
bigmorning/whisper_nosp_0005
whisper_nosp_0005 is a automatic speech recognition model from bigmorning. Use it when you need speech turned into text. It is set up for transformers. The card lists the license as apache-2.0.
probably proofread and complete it, then remove this comment. --
All-time downloads
41
Public
Repo size
151 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.h5151 MB · 99%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Nov 9, 2022
- Updated
- Nov 9, 2022
- SHA
- 192e3822
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
whisper_nosp_0005
This model is a fine-tuned version of openai/whisper-tiny on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 1.9349
- Train Accuracy: 0.0157
- Validation Loss: 1.6630
- Validation Accuracy: 0.0172
- Epoch: 4
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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 1e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
|---|---|---|---|---|
| 7.5559 | 0.0010 | 6.3853 | 0.0013 | 0 |
| 6.3227 | 0.0021 | 5.7023 | 0.0038 | 1 |
| 4.9825 | 0.0063 | 3.6302 | 0.0109 | 2 |
| 2.9413 | 0.0126 | 2.1959 | 0.0154 | 3 |
| 1.9349 | 0.0157 | 1.6630 | 0.0172 | 4 |
Framework versions
- Transformers 4.25.0.dev0
- TensorFlow 2.9.2
- Datasets 2.6.1
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Nov 9, 2022
- Updated
- Nov 9, 2022