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whisper-small-hi-iiib
CKSINGH/whisper-small-hi-iiib
whisper-small-hi-iiib is a automatic speech recognition model from CKSINGH. 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. --
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At a glance
- Task
- Automatic Speech Recognition
- Library
- transformers
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Nov 12, 2023
- Updated
- Nov 23, 2023
- SHA
- ae12fac4
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 small Hi - CKS 1311 iiitb
This model is a fine-tuned version of openai/whisper-medium on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1203
- Wer: 10.8852
- Cer: 3.4179
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: 1.75e-05
- train_batch_size: 16
- 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: 2000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|---|---|---|---|---|---|
| 0.0291 | 8.77 | 500 | 0.1099 | 14.2344 | 4.1970 |
| 0.004 | 17.54 | 1000 | 0.1114 | 10.8852 | 3.4682 |
| 0.0001 | 26.32 | 1500 | 0.1185 | 10.7656 | 3.3677 |
| 0.0 | 35.09 | 2000 | 0.1203 | 10.8852 | 3.4179 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- hi
- Created
- Nov 12, 2023
- Updated
- Nov 23, 2023