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whisper-large-v3-malayalam
rontroy/whisper-large-v3-malayalam
whisper-large-v3-malayalam is a automatic speech recognition model from rontroy. Use it when you need speech turned into text. The card lists the license as apache-2.0.
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.
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At a glance
- Task
- Automatic Speech Recognition
- License
- apache-2.0
- Model type
- whisper
- Access
- Public
- Created
- Aug 9, 2026
- Updated
- Aug 9, 2026
- SHA
- 22328e76
Base models
Datasets
Model card
From the Hugging Face model README
Whisper Large v3 -- Malayalam (Fine-tuned)
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.
- Task
- Automatic Speech Recognition
- Type
- whisper
- License
- apache-2.0
- Languages
- ml, ta
- Created
- Aug 9, 2026
- Updated
- Aug 9, 2026