Downloads · 30 days
7
39% of all-time downloads
whisper-tiny-deltamon
kosamit/whisper-tiny-deltamon
whisper-tiny-deltamon is a automatic speech recognition model from kosamit. 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
18
Public
Repo size
604 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin151 MB · 99%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Mar 29, 2024
- Updated
- Mar 29, 2024
- SHA
- 8fe78961
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-tiny-deltamon
This model is a fine-tuned version of openai/whisper-tiny on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0007
- Wer: 0.0
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: 8
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10
- training_steps: 40
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 6.0453 | 5.0 | 10 | 5.1551 | 100.0 |
| 2.8084 | 10.0 | 20 | 0.9061 | 13.3333 |
| 0.3357 | 15.0 | 30 | 0.0096 | 0.0 |
| 0.0031 | 20.0 | 40 | 0.0007 | 0.0 |
Framework versions
- Transformers 4.33.2
- Pytorch 2.1.1+cu118
- Datasets 2.18.0
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Mar 29, 2024
- Updated
- Mar 29, 2024