from nemo.collections.asr.models import EncDecRNNTBPEModel

# Load from HF Hub
model = EncDecRNNTBPEModel.from_pretrained(model_name="ARTPARK-IISc/Vaani-FastConformer-Kannada")


# Path to your audio file
audioPath = "sample.wav"

# Transcribe the audio

hypotheses = model.transcribe([audioPath], return_hypotheses=True)

print("Transcription:", hypotheses[0].text)
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Dataset used to train ARTPARK-IISc/Vaani-FastConformer-Kannada

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