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| Metric | Score |
|---|---|
| WER | 37.99% |
| CER | 18.77% |
1from transformers import WhisperForConditionalGeneration, WhisperProcessor
2
3model_id = "medfadiabaidi/whisper-small-tunisian-asr"
4processor = WhisperProcessor.from_pretrained(model_id)
5model = WhisperForConditionalGeneration.from_pretrained(model_id)
6
7# audio_input = ... # Load your audio here
8# inputs = processor(audio_input, return_tensors="pt")
9# generated_ids = model.generate(inputs.input_features)
10# transcription = processor.batch_decode(generated_ids, skip_special_tokens=True)[0]