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whisper_sanlish_augmented_test1
thunderboltc/whisper_sanlish_augmented_test1
whisper_sanlish_augmented_test1 is a automatic speech recognition model from thunderboltc. Use it when you need speech turned into text.
Fine-tuned openai/whisper-small for Santali IPA/Sanlish transliteration (speech-to-text).
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.safetensors967 MB · 100%
At a glance
- Task
- Automatic Speech Recognition
- Model type
- whisper
- Access
- Public
- Created
- Aug 31, 2026
- Updated
- Aug 31, 2026
- SHA
- f9c2afe1
Base models
Model card
From the Hugging Face model README
gemini_whisper_ipa
Fine-tuned openai/whisper-small for Santali IPA/Sanlish transliteration (speech-to-text).
Last updated: 2026-08-31T22:08:11.029452Z — after epoch 10.18
Dataset split (80/10/10)
- train: 3094
- validation: 193
- test: 193
Latest evaluation metrics (epoch 10.18)
- test_loss: 0.7281994819641113
- test_wer: 33.021077283372364
- test_cer: 7.840385001002607
Training hyperparameters
- per_device_train_batch_size: 8
- gradient_accumulation_steps: 2
- effective_batch_size: 16
- learning_rate: 2e-05
- warmup_steps: 150
- num_train_epochs: 15
- gradient_checkpointing: True
- fp16: True
- eval_strategy: IntervalStrategy.EPOCH
- save_strategy: SaveStrategy.EPOCH
- save_total_limit: 2
- load_best_model_at_end: True
- metric_for_best_model: wer
- predict_with_generate: True
- generation_max_length: 225
- Task
- Automatic Speech Recognition
- Type
- whisper
- Created
- Aug 31, 2026
- Updated
- Aug 31, 2026