metadata
language:
- ml
- ta
license: apache-2.0
base_model: openai/whisper-large-v3
tags:
- whisper
- asr
- malayalam
- tamil
- dravidian languages
- speech-recognition
- fine-tuned
- lora
datasets:
- google/fleurs
metrics:
- wer
pipeline_tag: automatic-speech-recognition
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.