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README.md
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This system is composed of an wav2vec2 model. It is a combination of convolutional and residual blocks. The embeddings are extracted using attentive statistical pooling. The system is trained with Additive Margin Softmax Loss. Speaker Verification is performed using cosine distance between speaker embeddings.
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## Install SpeechBrain
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First of all, please install the **development** version of SpeechBrain with the following command:
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This system is composed of an wav2vec2 model. It is a combination of convolutional and residual blocks. The embeddings are extracted using attentive statistical pooling. The system is trained with Additive Margin Softmax Loss. Speaker Verification is performed using cosine distance between speaker embeddings.
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The system expects input recordings sampled at 16kHz (single channel).
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If your signal has a different sample rate, resample it (e.g, using torchaudio or sox) before using the interface.
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## Install SpeechBrain
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First of all, please install the **development** version of SpeechBrain with the following command:
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