A fine-tuned version of openai/whisper-large-v3 for Malayalam (ml) and Tamil (ta) automatic speech recognition, trained with LoRA adapters and merged into a full PyTorch model.

Usage

'''python from transformers import pipeline

pipe = pipeline( "automatic-speech-recognition", model="rontroy/whisper-large-v3-malayalam", generate_kwargs={"language": "malayalam", "task": "transcribe"}, )

result = pipe("your_audio.wav") print(result["text"]) '''

Model Details

Base model: openai/whisper-large-v3
Fine-tuning method: LoRA (merged into full weights)
Language: Malayalam (ml)
Task: Automatic Speech Recognition (transcribe)

CTranslate2 / faster-whisper version

A faster-whisper compatible version is available at rontroy/whisper-large-v3-malayalam-ct2.