ShaneRun System Description to VoxCeleb Speaker Recognition Challenge 2020

November 03, 2020 ยท Declared Dead ยท ๐Ÿ› arXiv.org

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Authors Shen Chen arXiv ID 2011.01518 Category cs.SD: Sound Cross-listed cs.LG, eess.AS Citations 1 Venue arXiv.org Last Checked 4 months ago
Abstract
In this report, we describe the submission of ShaneRun's team to the VoxCeleb Speaker Recognition Challenge (VoxSRC) 2020. We use ResNet-34 as encoder to extract the speaker embeddings, which is referenced from the open-source voxceleb-trainer. We also provide a simple method to implement optimum fusion using t-SNE normalized distance of testing utterance pairs instead of original negative Euclidean distance from the encoder. The final submitted system got 0.3098 minDCF and 5.076 % ERR for Fixed data track, which outperformed the baseline by 1.3 % minDCF and 2.2 % ERR respectively.
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