Downloads · 30 days
6
20% of all-time downloads
whisper-base-pron
aslamkhan88/whisper-base-pron
whisper-base-pron is a automatic speech recognition model from aslamkhan88. 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
30
Public
Parameters
72.6M
290 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors290 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Feb 24, 2024
- Updated
- Feb 26, 2024
- SHA
- 69c875c7
Base models
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 Small - LanguageLab V1
This model is a fine-tuned version of openai/whisper-small on the Language P1 dataset. It achieves the following results on the evaluation set:
- Loss: 0.1019
- Wer: 31.7536
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
- training_steps: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.0001 | 21.28 | 1000 | 0.0898 | 43.6019 |
| 0.0 | 42.55 | 2000 | 0.0958 | 36.9668 |
| 0.0 | 63.83 | 3000 | 0.0991 | 35.0711 |
| 0.0 | 85.11 | 4000 | 0.1011 | 32.7014 |
| 0.0 | 106.38 | 5000 | 0.1019 | 31.7536 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.2.0+cu118
- Datasets 2.17.1
- Tokenizers 0.15.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- Feb 24, 2024
- Updated
- Feb 26, 2024