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Update README.md

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@@ -27,7 +27,7 @@ For a better experience, we encourage you to learn more about
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  | Release | EER(%) | minDCF |
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  |:-------------:|:--------------:|:--------------:|
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- | 05-03-21 | -.- | -.- |
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  ## Pipeline description
@@ -49,7 +49,7 @@ Please notice that we encourage you to read our tutorials and learn more about
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  ```python
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  import torchaudio
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  from speechbrain.pretrained import SpeakerRecognition
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- verification = SpeakerRecognition.from_hparams(source="speechbrain/spkrec-xvect-voxceleb")
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  signal, fs =torchaudio.load('samples/audio_samples/example1.wav')
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  embeddings = verification.encode(signal)
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  ```
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  | Release | EER(%) | minDCF |
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  |:-------------:|:--------------:|:--------------:|
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+ | 05-03-21 | 0.69 | 0.0821 |
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  ## Pipeline description
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  ```python
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  import torchaudio
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  from speechbrain.pretrained import SpeakerRecognition
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+ verification = SpeakerRecognition.from_hparams(source="speechbrain/spkrec-xvect-voxceleb", savedir="pretrained_models/spkrec-xvect-voxceleb")
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  signal, fs =torchaudio.load('samples/audio_samples/example1.wav')
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  embeddings = verification.encode(signal)
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  ```