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Whisper-Tiny-Myanmar-UnFreezing

This model is a Full fine-tuned version of (https://huggingface.co/thantzinphyo/Whisper-Tiny-Myanmar-Partial-Freezing)) trained on thantzinphyo/burmese-speech-refined-openslr-80 Dataset.

Evaluation Results (Best Checkpoint: Epoch 7)

• Best Validation WER: 54.8060%
• Best Validation CER: 19.3867%
• Validation Loss: 0.0970

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How to Use (Python Inference)

import torch
from transformers import pipeline

pipe = pipeline(
    "automatic-speech-recognition",
    model="thantzinphyo/Whisper-Tiny-Myanmar-Partial-Freezing",
    device=0 if torch.cuda.is_available() else -1
)

result = pipe("your_burmese_audio.wav", generate_kwargs={"language": "my", "task": "transcribe"})
print("Transcribed Text:", result["text"]) # အခု ကတော့ သဘောတရားလေး ပဲ ပြောပြတာပါ

Full 30-Epoch Training Results

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Hyperparameter Configuration

This model was trained using Full End-to-End Fine-Tuning (All Layers Unfrozen) on top of thantzinphyo/Whisper-Tiny-Myanmar-Partial-Freezing

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