Downloads · 30 days
5
2% of all-time downloads
whisper-medium-300v3
shane062/whisper-medium-300v3
whisper-medium-300v3 is a automatic speech recognition model from shane062. 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
228
Public
Parameters
764M
3.1 GB on disk
Likes
1
Public
Repo makeup
Click a slice to open those files.
.safetensors3.1 GB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Jun 18, 2024
- Updated
- Jun 19, 2024
- SHA
- 04a57eb4
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-medium-300v3
This model was trained from scratch on the audiofolder dataset.
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: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 16
- total_train_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: constant_with_warmup
- lr_scheduler_warmup_steps: 30
- training_steps: 300
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer Ortho | Wer |
|---|---|---|---|---|---|
| 0.0296 | 20.0 | 60 | 0.5458 | 59.4595 | 56.7568 |
| 0.0001 | 40.0 | 120 | 0.5378 | 43.2432 | 43.2432 |
| 0.0000 | 60.0 | 180 | 0.5364 | 43.2432 | 43.2432 |
| 0.0000 | 80.0 | 240 | 0.5390 | 43.2432 | 43.2432 |
| 0.0000 | 100.0 | 240 | 0.5389 | 43.2432 | 43.2432 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.3.0+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Jun 18, 2024
- Updated
- Jun 19, 2024