Downloads · 30 days
8
14% of all-time downloads
whisper-medium-ft-10000_2
adityarra07/whisper-medium-ft-10000_2
whisper-medium-ft-10000_2 is a automatic speech recognition model from adityarra07. 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
56
Public
Repo size
18.3 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.bin3.1 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Oct 21, 2023
- Updated
- Oct 21, 2023
- SHA
- 49b09368
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-medium-ft-10000_2
This model is a fine-tuned version of openai/whisper-medium on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2654
- Wer: 10.1641
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: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 6
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer |
|---|---|---|---|---|
| 0.3583 | 1.0 | 625 | 0.2361 | 32.4521 |
| 0.0928 | 2.0 | 1250 | 0.2281 | 10.0273 |
| 0.0368 | 3.0 | 1875 | 0.2280 | 10.8478 |
| 0.0123 | 4.0 | 2500 | 0.2604 | 10.6655 |
| 0.0039 | 5.0 | 3125 | 0.2571 | 10.3008 |
| 0.0011 | 6.0 | 3750 | 0.2654 | 10.1641 |
Framework versions
- Transformers 4.33.1
- Pytorch 2.0.1+cu117
- Datasets 2.14.5
- Tokenizers 0.13.3
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Oct 21, 2023
- Updated
- Oct 21, 2023