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whisper-small-hi-graminVoice
CKSINGH/whisper-small-hi-graminVoice
whisper-small-hi-graminVoice 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 24, 2023
- Updated
- Nov 27, 2023
- SHA
- b38e9404
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 2411 graminVoice
This model is a fine-tuned version of CKSINGH/whisper-small-hi-firefox on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.3893
- Wer: 16.1932
- Cer: 12.5576
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: 3000
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Wer | Cer |
|---|---|---|---|---|---|
| 0.0115 | 17.24 | 1000 | 0.3435 | 16.9823 | 13.1975 |
| 0.0004 | 34.48 | 2000 | 0.3805 | 16.4186 | 12.5888 |
| 0.0001 | 51.72 | 3000 | 0.3893 | 16.1932 | 12.5576 |
Framework versions
- Transformers 4.36.0.dev0
- Pytorch 2.1.0+cu118
- Datasets 2.15.0
- Tokenizers 0.15.0
- Task
- Automatic Speech Recognition
- Library
- transformers
- Type
- whisper
- License
- apache-2.0
- Languages
- hi
- Created
- Nov 24, 2023
- Updated
- Nov 27, 2023