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X-VECTORS: ROBUST DNN EMBEDDINGS FOR SPEAKER …

2. SPEAKER RECOGNITION SYSTEMS This section describes the speaker recognition systems developed for this study, which consist of two i-vector baselines and the DNN x-vector system. All systems are built using the Kaldi speech recog-nition toolkit [21]. 2.1. Acoustic i-vector A traditional i-vector system based on the GMM-UBM recipe de-

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