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import torchaudio
from speechbrain.pretrained import EncoderClassifier
classifier = EncoderClassifier.from_hparams(source=".")
signal, fs =torchaudio.load('example1.wav')
embeddings = classifier.encode_batch(signal)
print(embeddings)
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