Downloads · 30 days
5
12% of all-time downloads
whisper-base-hi
mmusawarbaig/whisper-base-hi
whisper-base-hi is a automatic speech recognition model from mmusawarbaig. 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
41
Public
Parameters
72.6M
1.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors290 MB · 99%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Jul 18, 2024
- Updated
- Jul 19, 2024
- SHA
- 1623df92
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-base.en-mmb
This model is a fine-tuned version of openai/whisper-base.en on the dailytalk dataset. It achieves the following results on the evaluation set:
- Loss: 0.1725
- Wer: 10.4301
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: 4000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.1555 | 0.93 | 1000 | 0.1675 | 10.6676 |
| 0.1267 | 1.87 | 2000 | 0.1613 | 10.3356 |
| 0.0876 | 2.8 | 3000 | 0.1662 | 10.4398 |
| 0.0544 | 3.74 | 4000 | 0.1725 | 10.4301 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.2.1+cu121
- Datasets 2.20.0
- Tokenizers 0.15.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- en
- Created
- Jul 18, 2024
- Updated
- Jul 19, 2024