Downloads · 30 days
3
13% of all-time downloads
whisper-bs-cs-train-aug-test-aug2
LadislavVasina1/whisper-bs-cs-train-aug-test-aug2
whisper-bs-cs-train-aug-test-aug2 is a automatic speech recognition model from LadislavVasina1. 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
24
Public
Parameters
72.6M
1.5 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
- Apr 29, 2024
- Updated
- Apr 30, 2024
- SHA
- 03ff3564
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-bs-cs-train-aug-test-aug2
This model is a fine-tuned version of openai/whisper-base on the common_voice_11_0 dataset. It achieves the following results on the evaluation set:
- Loss: 0.6875
- Wer: 54.1533
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: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- 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 |
|---|---|---|---|---|
| 0.6476 | 1.4440 | 1000 | 0.8181 | 63.1377 |
| 0.4531 | 2.8881 | 2000 | 0.7081 | 56.8700 |
| 0.3048 | 4.3321 | 3000 | 0.6906 | 54.5125 |
| 0.2841 | 5.7762 | 4000 | 0.6875 | 54.1533 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Created
- Apr 29, 2024
- Updated
- Apr 30, 2024