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Update README.md

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@@ -60,7 +60,7 @@ Please notice that we encourage you to read our tutorials and learn more about
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  import torchaudio
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  from speechbrain.pretrained import EncoderClassifier
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  classifier = EncoderClassifier.from_hparams(source="speechbrain/spkrec-ecapa-voxceleb")
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- signal, fs =torchaudio.load('samples/audio_samples/example1.wav')
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  embeddings = classifier.encode_batch(signal)
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  ```
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  The system is trained with recordings sampled at 16kHz (single channel).
 
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  import torchaudio
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  from speechbrain.pretrained import EncoderClassifier
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  classifier = EncoderClassifier.from_hparams(source="speechbrain/spkrec-ecapa-voxceleb")
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+ signal, fs =torchaudio.load('speechbrain/spkrec-ecapa-voxceleb/example1.wav')
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  embeddings = classifier.encode_batch(signal)
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  ```
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  The system is trained with recordings sampled at 16kHz (single channel).