README.md

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# ArjunJ/QWEN3-ASR-ML

This model is a fine-tuned version of Qwen-ASR for Malayalam.

## Training Data
This model was trained using the **IndicTTS** dataset.

## Evaluation Results
Evaluated on the FLEURS Malayalam test set:
- **Word Error Rate (WER):** 0.5706
- **Character Error Rate (CER):** 0.1843

## License
Creative Commons Attribution 4.0 International (CC BY 4.0)

## Usage

To use this model, you can use the following code snippet:

```python
import torch
from qwen_asr import Qwen3ASRModel

model = Qwen3ASRModel.from_pretrained(
    "ArjunJ/QWEN3-ASR-ML",
    dtype=torch.bfloat16,
    device_map="auto",
)

results = model.transcribe(audio="path_to_your_audio.wav")
print(results[0].text)
```