Downloads · 30 days
11
2% of all-time downloads
Whisper-fineTuning-malayalam
5p33ch3xpr/Whisper-fineTuning-malayalam
Whisper-fineTuning-malayalam is a automatic speech recognition model from 5p33ch3xpr. 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
453
Public
Repo size
2.9 GB
Likes
3
Public
Repo makeup
Click a slice to open those files.
.bin967 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Dec 11, 2022
- Updated
- Dec 20, 2022
- SHA
- d38c950d
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-fineTuning-malayalam
This model was trained from scratch on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4138
- Wer: 68.7356
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: 12
- 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 |
|---|---|---|---|---|
| 0.0099 | 1.88 | 1000 | 0.3563 | 69.6552 |
| 0.0046 | 3.77 | 2000 | 0.3860 | 70.1149 |
| 0.001 | 5.65 | 3000 | 0.4105 | 70.3448 |
| 0.0001 | 7.53 | 4000 | 0.4138 | 68.7356 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.0+cu116
- Datasets 2.8.0
- Tokenizers 0.13.2
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- ml
- Created
- Dec 11, 2022
- Updated
- Dec 20, 2022