Create README.md

README.md

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+Description
+This model is a fine-tuned version of openai/whisper-small on Bangla speech data.
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+Environment:
+Python version: 3.12.12
+PyTorch version: 2.8.0+cu126
+NumPy version: 1.26.4
+
+Training Parameters:
+Total epochs: 8
+Learning Rate: 2e-5
+Batch size per device: 4
+Gradient accumulation: 4
+Warmup Steps: 200
+LR Scheduler: cosine_with_restarts
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+Validation Set Evaluation:
+| Epoch | Training Loss | Validation Loss | WER (%)     | Normalized Levenshtein Similarity (%) |
+|-------|----------------|------------------|-------------|----------------------------------------|
+| 0     | 1.436900       | 1.500822         | 23.480663   | 84.353535                              |
+| 2     | 1.433300       | 1.479616         | 20.883978   | 85.525253                              |
+| 4     | 1.418600       | 1.467377         | 16.022099   | 88.111111                              |
+| 6     | 1.413600       | 1.469696         | 14.751381   | 89.313131                              |
+| 8     | 1.413300       | 1.470008         | 14.530387   | 89.444444                              |