ShaneRun System Description to VoxCeleb Speaker Recognition Challenge 2020
November 03, 2020 ยท Declared Dead ยท ๐ arXiv.org
"No code URL or promise found in abstract"
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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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